List of works by Sabine Van Huffel

A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach

scientific article published on 26 June 2020

A Machine Learning Approach for Detection and Quantification of QRS Fragmentation

scientific article published on 29 October 2018

A New Framework for the Assessment of Cerebral Hemodynamics Regulation in Neonates Using NIRS.

scientific article published on January 2016

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG.

scientific article published on 13 April 2015

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

scientific article published in 2022

A brain-age model for preterm infants based on functional connectivity.

scientific article published on 29 March 2018

A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection

scientific article published on 26 April 2007

A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants

scientific article published on 14 January 2020

A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents

article

A mathematical model for interpretable clinical decision support with applications in gynecology

scientific article

A model and scoring system to predict outcome of intrauterine pregnancies of uncertain viability.

scientific article published in May 2011

A new FIR filter technique for solvent suppression in MRS signals

scientific article

A new and fast approach towards sEMG decomposition.

scientific article published on 18 January 2013

A new method for modeling preoperative diagnosis of ovarian tumors.

scientific article published in November 2007

A new muscle artifact removal technique to improve the interpretation of the ictal scalp electroencephalogram

scientific article published in January 2005

A novel approach to predict the likelihood of specific ovarian tumor pathology based on serum CA-125: a multicenter observational study.

scientific article published on 9 September 2011

A perinatal stress calculator for the neonatal intensive care unit: an unobtrusive approach

scientific article published on 10 June 2020

A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy

scientific article

A scoring system to differentiate malignant from benign masses in specific ultrasound-based subgroups of adnexal tumors

scientific article published on 01 January 2009

A simulation study of sample size demonstrated the importance of the number of events per variable to develop prediction models in clustered data.

scientific article

A spline-based tool to assess and visualize the calibration of multiclass risk predictions

scientific article published on 9 January 2015

A subspace time-domain algorithm for automated NMR spectral normalization.

scientific article published in August 2002

A tutorial on support vector machine-based methods for classification problems in chemometrics

scientific article published on 24 March 2010

Accelerometry-Based Activity Recognition and Assessment in Rheumatic and Musculoskeletal Diseases.

scientific article published on 16 December 2016

Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection

scientific article published on 9 October 2013

Accurate prediction of pregnancy viability by means of a simple scoring system

scientific article published on 30 October 2012

Acoustic streaming cannot discriminate reliably between endometriomas and other types of adnexal lesion: a multicenter study of 633 adnexal masses.

scientific article published in March 2010

Acute effects of tamoxifen and third-generation aromatase inhibitors on menopausal symptoms of breast cancer patients

scientific article published in September 2004

Adaptation of autonomic heart rate regulation in astronauts after spaceflight

scientific article published on 4 January 2013

Adaptive heart rate-based epileptic seizure detection using real-time user feedback

scientific article

Adaptive nocturnal seizure detection using heart rate and low-complexity novelty detection

scientific article published on 26 April 2018

Adding a single CA 125 measurement to ultrasound imaging performed by an experienced examiner does not improve preoperative discrimination between benign and malignant adnexal masses.

scientific article

Adnexal masses difficult to classify as benign or malignant using subjective assessment of gray-scale and Doppler ultrasound findings: logistic regression models do not help

article

An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation.

scientific article published on 24 February 2017

An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation.

scientific article

An application of methods for the probabilistic three-class classification of pregnancies of unknown location.

scientific article published on 20 January 2009

An automated quantitation of short echo time MRS spectra in an open source software environment: AQSES.

scientific article

An evaluation of cardiorespiratory and movement features with respect to sleep-stage classification

scientific article

Antenatal maternal anxiety is related to HPA-axis dysregulation and self-reported depressive symptoms in adolescence: a prospective study on the fetal origins of depressed mood.

scientific article

Anxious women do not show the expected decrease in cardiovascular stress responsiveness as pregnancy advances

scientific article published on 24 August 2015

Application of filtering methods for removal of resuscitation artifacts from human ECG signals.

scientific article published in January 2008

Application of kernel principal component analysis for single-lead-ECG-derived respiration.

scientific article published in April 2012

Are we training our heartbeat classification algorithms properly?

scientific article published on 01 July 2019

Artefact detection and quality assessment of ambulatory ECG signals

scientific article published on 24 August 2019

Artificial Neural Network-Based Automatic Detection of Food Intake for Neuromodulation in Treating Obesity and Diabetes

scientific article published on 26 February 2020

Assessing calibration of multinomial risk prediction models

scientific article

Assessment of dynamic cerebral autoregulation in humans: Is reproducibility dependent on blood pressure variability?

scientific article published on 10 January 2020

Assessment of pain expression in infant cry signals using empirical mode decomposition.

scientific article

Assessment of the myogenic and metabolic mechanism influence in cerebral autoregulation using near-infrared spectroscopy

scientific article published in January 2012

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data

scientific article published on 22 December 2020

Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients

scientific article published on 29 July 2015

Automated EEG background analysis to identify neonates with hypoxic-ischemic encephalopathy treated with hypothermia at risk for adverse outcome: A pilot study

scientific article published on 04 April 2018

Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy

scientific article

Automated EEG sleep staging in the term-age baby using a Generative Modelling approach

scientific article published on 30 January 2018

Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment

scientific article published on 13 October 2017

Automated artifact removal as preprocessing refines neonatal seizure detection.

scientific article published on 25 June 2011

Automated neonatal seizure detection mimicking a human observer reading EEG.

scientific article published on 27 September 2008

Automated way to obtain motor units' signatures and estimate their firing patterns during voluntary contractions using HD-sEMG.

scientific article published in January 2011

Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal

scientific article published on 22 March 2018

Automatic detection of T wave alternans using tensor decompositions in multilead ECG signals

scientific article

Automatic frequency alignment and quantitation of single resonances in multiple magnetic resonance spectra via complex principal component analysis

scientific article published in September 2002

Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation

scientific article

Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images

scientific article

Automatic selection of epileptic independent fMRI components

scientific article published on January 2014

Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy

scientific article published on 24 June 2010

Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea

scientific article published on 17 May 2019

Autonomic effects of refractory epilepsy on heart rate variability in children: influence of intermittent vagus nerve stimulation

scientific article

Axillary lymph node status of operable breast cancers by combined steroid receptor and HER-2 status: triple positive tumours are more likely lymph node positive

scientific article published on 9 February 2008

Bagging linear sparse Bayesian learning models for variable selection in cancer diagnosis

scientific article

Bayesian model selection of template forward models for EEG source reconstruction.

scientific article published on 26 February 2014

Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme

scientific article published in 2011

Block term decomposition for modelling epileptic seizures

Can ECG monitoring identify seizures?

scientific article

Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram

scientific article published in December 2006

Canonical correlation analysis in the study of cerebral and peripheral haemodynamics interrelations with systemic variables in neonates supported on ECMO.

scientific article published on January 2013

Canonical decomposition of ictal scalp EEG and accurate source localisation: principles and simulation study

scientific article

Cardiac autonomic dysfunction in West syndrome

scientific article published on 23 June 2012

Cardiorespiratory Coupling in Preterm Infants

scientific article published on 01 November 2018

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention

scientific article published on 4 June 2015

Cardiorespiratory dynamic response to mental stress: a multivariate time-frequency analysis

scientific article published on 10 December 2013

Cardiovascular autonomic adaptation in lunar and martian gravity during parabolic flight

scientific article published on 10 February 2015

Cerebral and systemic hemodynamic effects of intravenous bolus administration of propofol in neonates.

scientific article published on 24 December 2009

Cerebral autoregulation and activity after propofol for endotracheal intubation in preterm neonates

scientific article published on 10 September 2018

Cerebral tissue oxygenation and regional oxygen saturation can be used to study cerebral autoregulation in prematurely born infants.

scientific article

Changes in Oxygenation Levels Precede Changes in Amplitude of the EEG in Premature Infants

scientific article published in January 2016

Characterization of the respiratory and heart beat signal from an air pressure-based ballistocardiographic setup

scientific article published in January 2014

Chlamydia trachomatis infection in patients attending an Early Pregnancy Unit: prevalence, symptoms, pregnancy location and viability

scientific article published on January 2008

Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features.

scientific article published on January 2016

Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: a multi-center study.

scientific article published in January 2006

Classifying the auditory P300 using mobile EEG recordings without calibration phase

scientific article published on August 2015

Clinical implications of intra- and interobserver reproducibility of transvaginal sonographic measurement of gestational sac and crown-rump length at 6-9 weeks' gestation.

scientific article published on 13 October 2011

Clinical information does not improve the performance of mathematical models in predicting the outcome of pregnancies of unknown location.

scientific article published on 17 May 2007

Clinical study investigating the role of lymphadenectomy, surgical castration and adjuvant hormonal treatment in endometrial stromal sarcoma

scientific article published on 25 September 2007

Clinically oriented three-step strategy for assessment of adnexal pathology.

scientific article

Codeine delays gastric emptying through inhibition of gastric motility as assessed with a novel diagnostic intragastric balloon catheter

scientific article published on 09 October 2019

Combining EMD with ICA for extracting independent sources from single channel and two-channel data

scientific article published on January 1, 2010

Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy

scientific article published on 23 December 2017

Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task.

scientific article published in January 2013

Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI.

scientific article

Complexity of cardiovascular regulation in small animals

scientific article published on April 2009

Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization

scientific article published on 11 March 2015

Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data

scientific article published on 05 August 2019

Convergence and translation: attitudes to inter-professional learning and teaching of creative problem-solving among medical and engineering students and staff.

scientific article published on 22 January 2014

Correction: ICA Extracts Epileptic Sources from fMRI in EEG-Negative Patients: A Retrospective Validation Study.

scientific article published on 7 January 2014

Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis".

scientific article

Corrigendum to "Improved multi-stage neonatal seizure detection using a heuristic classifier and a data-driven post-processor" [Clin Neurophysiol 127 (2016) 3014-3024].

scientific article published on 7 October 2016

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

scientific article published on 14 February 2022

Data-driven metric representing the maturation of preterm EEG.

scientific article published in August 2015

Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring

scientific article

Decoupling between fundamental frequency and energy envelope of neonate cries

scientific article published on 22 January 2010

Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections

scientific article published in January 2012

Detecting rare events using extreme value statistics applied to epileptic convulsions in children

scientific article published on 10 December 2013

Detection algorithm for single motor unit firing in surface EMG of the trapezius muscle

scientific article published on 22 June 2010

Detection of cerebral autoregulation by near-infrared spectroscopy in neonates: performance analysis of measurement methods

scientific article

Detection of endometrial pathology using saline infusion sonography versus gel instillation sonography: a prospective cohort study.

scientific article published on 7 July 2010

Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.

scientific article published in January 2014

Detection of intracavitary uterine pathology using offline analysis of three-dimensional ultrasound volumes: interobserver agreement and diagnostic accuracy.

scientific article

Detection of nocturnal frontal lobe seizures in pediatric patients by means of accelerometers: a first study

scientific article published in January 2009

Determination of dominant simulated spindle frequency with different methods

scientific article published on 23 February 2006

Differences in Contraction-Induced Hemodynamics and Surface EMG in Duchenne Muscular Dystrophy

scientific article published on January 2016

Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging

scientific article published in January 2014

Different quantification algorithms may lead to different results: a comparison using proton MRS lipid signals

scientific article published on 3 February 2014

Differential-geometric Newton method for the best rank-(R 1, R 2, R 3) approximation of tensors

scientific article published in 2008

Discrimination between benign and malignant adnexal masses by specialist ultrasound examination versus serum CA-125.

scientific article published on 13 November 2007

Does a prediction model for pregnancy of unknown location developed in the UK validate on a US population?

scientific article

Does ignoring clustering in multicenter data influence the performance of prediction models? A simulation study.

scientific article

Does the combination of magnetic resonance imaging and spectroscopic imaging improve the classification of brain tumours?

scientific article

Does the presence of a Caesarean section scar affect implantation site and early pregnancy outcome in women attending an early pregnancy assessment unit?

scientific article

Dynamic Cerebral Autoregulation Reproducibility Is Affected by Physiological Variability

scientific article published on 09 July 2019

Early development of synchrony in cortical activations in the human.

scientific article

Early respiratory dysfunction as a biomarker for epileptic encephalopathy.

scientific article published on 25 April 2013

Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis

scientific article published in 2021

Ectopic pregnancy: using the hCG ratio to select women for expectant or medical management

scientific article published on 13 January 2011

Effect of feature extraction for brain tumor classification based on short echo time 1H MR spectra

scientific article

Effect of gel-instillation sonography on Doppler ultrasound findings in endometrial polyps

scientific article published on 10 August 2011

Effect of maternal use of labetalol on the cerebral autoregulation in premature infants

scientific article

Effect of the static magnetic field of the MR-scanner on ERPs: evaluation of visual, cognitive and motor potentials

scientific article published on 25 January 2010

Enuretic children have a higher variability in REM sleep when comparing their sleep parameters with nonenuretic control children using a wearable sleep tracker at home

scientific article published on 14 November 2019

Erratum to: Methods for evaluating medical tests and biomarkers

scientific article published on 30 March 2017

Erratum to: Oxygen Transport to Tissue XXXV.

scientific article

Estimation of muscle fatigue using surface electromyography and near-infrared spectroscopy

scientific article published on 01 January 2011

Evaluation of Imputation Methods in Ovarian Tumor Diagnostic Models Using Generalized Linear Models and Support Vector Machines

scientific article published on 15 July 2009

Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients

scientific article published on 01 July 2019

Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring

scientific article published on 08 May 2019

Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring.

scientific article published on 13 February 2018

Explaining Support Vector Machines: A Color Based Nomogram

scientific article

Exploiting spatial information to estimate metabolite levels in two-dimensional MRSI of heterogeneous brain lesions

scientific article published on 28 December 2010

Extending the c-statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

scientific article published on 26 June 2012

External validation of diagnostic models to estimate the risk of malignancy in adnexal masses

scientific article

External validation of mathematical models to distinguish between benign and malignant adnexal tumors: a multicenter study by the International Ovarian Tumor Analysis Group.

scientific article published in August 2007

Fast nosological imaging using canonical correlation analysis of brain data obtained by two-dimensional turbo spectroscopic imaging

scientific article

Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection

scientific article published on 01 July 2019

Feature selection methods for accelerometry-based seizure detection in children

scientific article

Field Potential Oscillations in the Bed Nucleus of the Stria Terminalis Correlate with Compulsion in a Rat Model of Obsessive-Compulsive Disorder.

scientific article published on 28 September 2016

Frequency-domain method based on the singular value decomposition for frequency-selective NMR spectroscopy ⬇️

scientific article published on November 1, 2003

Frequency-selective quantification of short-echo time magnetic resonance spectra

scientific article

Frequency-selective quantitation of short-echo time 1H magnetic resonance spectra

scientific article

Functional form estimation using oblique projection matrices for LS-SVM regression models

scientific article published on 07 June 2019

Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning

scholarly article by Juan M. García–Gómez et al published 2007 in Lecture Notes in Computer Science

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

article

Heart beat detection in multimodal data using automatic relevant signal detection

scientific article published on 28 July 2015

Heart rate variability during REM and non-REM sleep in preterm neonates with and without abnormal cardiorespiratory events

scientific article published on 12 October 2009

Heart rate variability in newborns with hypoxic brain injury

scientific article published on 01 January 2013

Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI.

scientific article published on 13 September 2012

Hierarchical non-negative matrix factorization applied to three-dimensional 3 T MRSI data for automatic tissue characterization of the prostate

scientific article

Hierarchical non-negative matrix factorization to characterize brain tumor heterogeneity using multi-parametric MRI.

scientific article

High-Resolution (1)H NMR Spectroscopy Discriminates Amniotic Fluid of Fetuses with Congenital Diaphragmatic Hernia from Healthy Controls

scientific article published on 8 September 2015

Holistic approach for automated background EEG assessment in asphyxiated full-term infants

scientific article

ICA Component Selection Based on Sparse Activelet Reconstruction for fMRI Analysis in Refractory Focal Epilepsy

ICA extracts epileptic sources from fMRI in EEG-negative patients: a retrospective validation study

scientific article

Ictal and interictal respiratory changes in temporal lobe and absence epilepsy in childhood

scientific article published on 6 August 2013

Ictal autonomic changes as a tool for seizure detection: a systematic review

scientific article published on 30 October 2018

Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator

scientific article published on 26 April 2019

Impaired cerebral autoregulation using near-infrared spectroscopy and its relation to clinical outcomes in premature infants

scientific article published on 01 January 2011

Improved multi-stage neonatal seizure detection using a heuristic classifier and a data-driven post-processor

scientific article

Improved neonatal seizure detection using adaptive learning.

scientific article

Improvement of an automated neonatal seizure detector using a post-processing technique.

scientific article published in August 2015

Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants.

scientific article published on 14 September 2015

Improving spatiotemporal characterization of cognitive processes with data-driven EEG-fMRI analysis

scientific article

Improving the interpretation of ictal scalp EEG: BSS-CCA algorithm for muscle artifact removal

scientific article published on 22 March 2007

In Early-Stage Breast Cancer, the Estrogen Receptor Interacts With Correlation Between Human Epidermal Growth Factor Receptor 2 Status and Age at Diagnosis, Tumor Grade, and Lymph Node Involvement

scientific article published on 01 April 2008

Inappropriate ICD shocks do not induce pro-arrhythmic electrocardiographic changes in men.

scientific article

Inclusion of CA-125 does not improve mathematical models developed to distinguish between benign and malignant adnexal tumors.

scientific article published on 13 August 2007

Incorporating structural information from the multichannel EEG improves patient-specific seizure detection

scientific article published on 23 June 2012

Independent component analysis as a preprocessing step for data compression of neonatal EEG.

scientific article

Inferior and anterior QRS fragmentation have different prognostic value in patients who received an implantable defibrillator in primary prevention of sudden cardiac death.

scientific article

Influence of food intake on the QT and QT/RR relation.

scientific article published on 29 June 2016

Influence of the maternal use of labetalol on the neurogenic mechanism for cerebral autoregulation assessed by means of NIRS.

scientific article published in January 2014

Information dynamics in cardiorespiratory analyses: application to controlled breathing.

scientific article published in January 2014

Instantaneous changes in heart rate regulation due to mental load in simulated office work.

scientific article published on 25 December 2010

Instrumented BASFI (iBASFI) Shows Promising Reliability and Validity in the Assessment of Activity Limitations in Axial Spondyloarthritis

scientific article published on 15 June 2016

Integrated discrimination improvement and probability-sensitive AUC variants.

scientific article published in January 2010

Integrating diffusion kurtosis imaging, dynamic susceptibility-weighted contrast-enhanced MRI, and short echo time chemical shift imaging for grading gliomas

scientific article

Inter- and intra-observer variability of visual fragmented QRS scoring in ischemic and non-ischemic cardiomyopathy

scientific article published on 7 December 2017

Interhemispheric synchrony in the neonatal EEG revisited: activation synchrony index as a promising classifier

scientific article

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

scientific article published on 23 March 2015

Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database

scientific article

Interval Coded Scoring: a toolbox for interpretable scoring systems

scientific article

Intravenous contrast ultrasound examination using contrast-tuned imaging (CnTI) and the contrast medium SonoVue for discrimination between benign and malignant adnexal masses with solid components.

scientific article published in December 2009

Investigating cardiac and respiratory determinants of heart rate variability in an information-theoretic framework.

scientific article published on January 2014

Investigation of adipose tissues in Zucker rats using in vivo and ex vivo magnetic resonance spectroscopy ⬇️

scientific article published on November 22, 2010

Irregular heartbeat classification using Kronecker Product Equations

scientific article published in July 2017

Kernelized Sparse Bayesian Matrix Factorization

scientific article published on 23 March 2020

Line length as a robust method to detect high-activity events: automated burst detection in premature EEG recordings

scientific article published on 25 February 2014

Lobular and non-lobular breast cancers differ regarding axillary lymph node metastasis: a cross-sectional study on 4,292 consecutive patients

scientific article published on 12 May 2011

Logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the International Ovarian Tumor Analysis Group.

scientific article

Long-term accelerometry-triggered video monitoring and detection of tonic-clonic and clonic seizures in a home environment: Pilot study

scientific article

Long-term home monitoring of hypermotor seizures by patient-worn accelerometers

scientific article published on 6 December 2012

Lymph Node Ratio Better Predicts Disease-Free Survival in Node-Positive Breast Cancer Than the Number of Positive Lymph Nodes

scientific article published on 31 August 2009

MRS signal quantitation: a review of time- and frequency-domain methods

scientific article published on 11 September 2008

Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features.

scientific article

Measurement of Neurovascular Coupling in Neonates

scientific article published on 18 February 2019

Measurement of the liver tissue oxygenation by near-infrared spectroscopy

scientific article published on 05 November 2004

Measurement of tissue oxygenation index during the first three days in premature born infants

scientific article published in January 2003

Measuring Near-Infrared Spectroscopy Derived Cerebral Autoregulation in Neonates: From Research Tool Toward Bedside Multimodal Monitoring.

scientific article

Methods for Evaluating Medical Tests and Biomarkers

article by Gowri Gopalakrishna et al published February 2017 in Diagnostic and Prognostic Research

Mobile EEG on the bike: disentangling attentional and physical contributions to auditory attention tasks

scientific article published on 28 June 2016

Model order selection for quantification of a multi-exponential magnetic resonance spectrum.

scientific article published in January 2006

Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation

scientific article published on 01 October 2020

Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings

scientific article published in December 2005

Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions

scientific article published on 01 July 2019

Motor Unit Tracking Using High Density Surface Electromyography (HDsEMG) . Automated Correction of Electrode Displacement Errors

scientific article published on 26 November 2014

Motor cortex metabolite alterations in amyotrophic lateral sclerosis assessed in vivo using edited and non-edited magnetic resonance spectroscopy

scientific article published on 16 April 2019

Multi-sparse signal recovery for compressive sensing

scientific article published on 01 January 2012

Multi-structural signal recovery for biomedical compressive sensing

scientific article published on 23 May 2013

Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients using Oxygen Saturation Markers

scientific article published on 06 February 2020

Multimodal imaging of human brain activity: rational, biophysical aspects and modes of integration.

scientific article published on 15 June 2009

Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.

scientific article

Multiple sparse volumetric priors for distributed EEG source reconstruction.

scientific article published on 8 July 2014

Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy.

scientific article

Muscle and eye movement artifact removal prior to EEG source localization.

scientific article

Neonatal Seizure Detection Using Deep Convolutional Neural Networks

scientific article published on 02 April 2018

Neonatal seizure localization using PARAFAC decomposition

scientific article published on 6 September 2009

NeuroMath: advanced methods for the estimation of human brain activity and connectivity

scientific article

Neuronal activity in the bed nucleus of the stria terminalis in a rat model for obsessive-compulsive disorder

scientific article published on 27 November 2012

New measurements for assessment of impaired cerebral autoregulation using near-infrared spectroscopy.

scientific article

Non-EEG seizure detection systems and potential SUDEP prevention: State of the art: Review and update

scientific article

Non-EEG seizure-detection systems and potential SUDEP prevention: state of the art

scientific article

Non-invasive assessment of disease progression and neuroprotective effects of dietary coconut oil supplementation in the ALS SOD1 mouse model: A H-magnetic resonance spectroscopic study

scientific article published on 19 September 2018

Non-invasive characterization of amyotrophic lateral sclerosis in a hTDP-43A315T mouse model: A PET-MR study

scientific article published on 25 June 2020

Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis

scientific article published on 27 April 2018

Nonconvulsive epileptic seizure monitoring with incremental learning

scientific article published on 06 September 2019

Nonlinear Transfer Entropy to Assess the Neurovascular Coupling in Premature Neonates

scientific article published on 01 January 2020

Nonlinear analysis of heart rate variability in infants with apparent life-threatening events

scientific article published on 01 January 2003

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas

scientific article published on 14 July 2016

Nosologic imaging of the brain: segmentation and classification using MRI and MRSI.

scientific article published in May 2009

Numerical Linear Algebra in Signal Processing Applications

article

Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis

scientific article published on 23 April 2015

On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents

On the Implementation of HealthAgents: Agent-Based Brain Tumour Diagnosis

article

On the conic section fitting problem

scientific article published in 2007

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

scientific article published in February 2011

Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG.

scientific article published on 16 February 2017

Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection

scientific article published on August 2015

Ovarian cancer prediction in adnexal masses using ultrasound-based logistic regression models: a temporal and external validation study by the IOTA group

article

Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis.

scientific article published on 31 January 2017

Pattern discovery in critical alarms originating from neonates under intensive care.

scientific article published on 30 March 2016

Peri-ictal ECG changes in childhood epilepsy: implications for detection systems

scientific article published on 10 August 2013

Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning

scientific article published on 26 February 2020

Plasma MMP1 and MMP8 expression in breast cancer: protective role of MMP8 against lymph node metastasis

scientific article

Polytomous diagnosis of ovarian tumors as benign, borderline, primary invasive or metastatic: development and validation of standard and kernel-based risk prediction models.

scientific article

Predicting successful vaginal birth after Cesarean section using a model based on Cesarean scar features examined by transvaginal sonography

scientific article

Prediction models in multicenter studies: methodological aspects and current state of the art.

scientific article published on 17 September 2015

Prediction of Neurodevelopment in Infants With Tuberous Sclerosis Complex Using Early EEG Characteristics

scientific article published on 16 October 2020

Predictive models for long term survival after premature rupture of membranes.

scientific article published in January 2005

Preoperative prediction of malignancy of ovarian tumours using modified sequential non-uniform procedure.

scientific article published in January 2007

Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS.

scientific article published in January 2013

Prevalent breast cancer patients with a homozygous mutant status for CYP2D6*4: response and biomarkers in tamoxifen users.

scientific article published on 12 July 2009

Probabilistic cardiac and respiratory based classification of sleep and apneic events in subjects with sleep apnea.

scientific article published on 19 August 2015

Prospective external validation of the 'ovarian crescent sign' as a single ultrasound parameter to distinguish between benign and malignant adnexal pathology.

scientific article published in July 2010

Prospective internal validation of mathematical models to predict malignancy in adnexal masses: results from the international ovarian tumor analysis study.

scientific article published in January 2009

Qualitative assessment of the progesterone receptor and HER2 improves the Nottingham Prognostic Index up to 5 years after breast cancer diagnosis

scientific article published on 16 August 2010

Quantification and classification of high-resolution magic angle spinning data for brain tumor diagnosis.

scientific article

Quantification of prostate MRSI data by model-based time domain fitting and frequency domain analysis

scientific article

Quantitation of the concordance between cerebral intravascular oxygenation and mean arterial blood pressure for the detection of impaired autoregulation.

scientific article published in January 2003

Quantitative autism traits in first degree relatives: evidence for the broader autism phenotype in fathers, but not in mothers and siblings

scientific article published on 26 September 2011

Quiet sleep detection in preterm infants using deep convolutional neural networks

scientific article published on 22 August 2018

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks

scientific article

Re: "Comparison of diagnostic usefulness of predictive models in preliminary differentiation of adnexal masses"

scientific article published on 02 February 2007

Regularized Total Least Squares Based on Quadratic Eigenvalue Problem Solvers

scientific article published in 2004

Relation Between EEG Activity and Brain Oxygenation in Preterm Neonates.

scientific article published in January 2017

Relationship between age and axillary lymph node involvement in women with breast cancer.

scientific article published on 18 May 2009

Relationship of EEG sources of neonatal seizures to acute perinatal brain lesions seen on MRI: a pilot study

scientific article published on 21 April 2012

Removal of BCG artifacts from EEG recordings inside the MR scanner: a comparison of methodological and validation-related aspects

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Removal of muscle artifacts from EEG recordings of spoken language production.

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Removing artifacts and background activity in multichannel electroencephalograms by enhancing common activity

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Removing muscle and eye artifacts using blind source separation techniques in ictal EEG source imaging.

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Reply: To PMID 23371440.

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Reproducibility of dynamic cerebral autoregulation parameters: a multi-centre, multi-method study

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Reproducibility of rapid short echo time CSI at 3 tesla for clinical applications

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Review of sleep-EEG in preterm and term neonates

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Review on solving the forward problem in EEG source analysis.

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Risk of malignancy in unilocular cysts: a study of 1148 adnexal masses classified as unilocular cysts at transvaginal ultrasound and review of the literature

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Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis.

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Screening for data clustering in multicenter studies: the residual intraclass correlation.

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Semi-automated EEG Enhancement Improves Localization of Ictal Onset Zone With EEG-Correlated fMRI

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Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization

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Sensitivity of detrended fluctuation analysis applied to heart rate variability of preterm newborns

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Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study

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Separation of respiratory influences from the tachogram: a methodological evaluation

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Short-Term Exercise Progression of Cardiovascular Patients throughout Cardiac Rehabilitation: An Observational Study

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Short-Term Prognostic Index for Breast Cancer: NPI or Lpi

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Short-term outcome of primary operated early breast cancer by hormone and HER-2 receptors

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Simple dichotomous updating methods improved the validity of polytomous prediction models

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Simple ultrasound rules to distinguish between benign and malignant adnexal masses before surgery: prospective validation by IOTA group

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Simple ultrasound-based rules for the diagnosis of ovarian cancer.

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Simultaneous Greedy Analysis Pursuit for compressive sensing of multi-channel ECG signals

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Single trial ERP reading based on parallel factor analysis

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Sleep apnea classification using least-squares support vector machines on single lead ECG.

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Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis.

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Sparse reconstruction of correlated multichannel activity

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Stress classification by separation of respiratory modulations in heart rate variability using orthogonal subspace projection

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Support vector methods for survival analysis: a comparison between ranking and regression approaches.

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T-wave end detection using neural networks and Support Vector Machines.

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Tamoxifen metabolism and efficacy in breast cancer- a prospective multicentre trial

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Telehealth on heart failure: results of the Recap project.

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Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis

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Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging.

scientific article published on August 2015

Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data

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Tensor-Based Method for Residual Water Suppression in 1H Magnetic Resonance Spectroscopic Imaging

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Tensor-based classification of an auditory mobile BCI without a subject-specific calibration phase

scientific article published on 29 January 2016

Tensor-based detection of T wave alternans using ECG

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The "why" and "how" of JointICA: results from a visual detection task.

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The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task

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The Total Least Squares Problem

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The accuracy of transvaginal ultrasonography for the diagnosis of ectopic pregnancy prior to surgery

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The dynamics of contour integration: A simultaneous EEG-fMRI study

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The effect of changes in tPCO2 on the fractional tissue oxygen extraction--as measured by near-infrared spectroscopy--in neonates during the first days of life

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The effect of combining two echo times in automatic brain tumor classification by MRS.

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The effect of early procedural pain in preterm infants on the maturation of EEG and heart rate variability

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The hCG ratio can predict the ultimate viability of the intrauterine pregnancies of uncertain viability in the pregnancy of unknown location population

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The implementation of an apnea-based perinatal stress calculator

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The independent effect of tumor size in predicting ovarian malignancy

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The influence of hormone replacement therapy on the ultrasound features of the endometrium: a prospective study

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The optimal timing of an ultrasound scan to assess the location and viability of an early pregnancy

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The quest for single trial correlations in multimodal EEG-fMRI data

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The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization

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The suppression curve as a new representation of the premature EEG maturation

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The suppression curve as a quantitative approach for measuring brain maturation in preterm infants

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The use of serum inhibin A and activin A levels in predicting the outcome of 'pregnancies of unknown location'.

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The use of ultrasound-based 'soft markers' for the prediction of pelvic pathology in women with chronic pelvic pain--can we reduce the need for laparoscopy?

scientific article published on 01 March 2006

Third generation aromatase inhibitors may prevent endometrial growth and reverse tamoxifen-induced uterine changes in postmenopausal breast cancer patients

scientific article published in January 2005

Time varying neonatal seizure localization.

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Time-frequency heart rate variability characteristics of young adults during physical, mental and combined stress in laboratory environment

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Tissue segmentation and classification of MRSI data using canonical correlation analysis

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Triple-negative breast cancer: present challenges and new perspectives

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Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients.

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Two Time Point MS Lesion Segmentation in Brain MRI: An Expectation-Maximization Framework.

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Ultrasound assessment of endometrial thickness and endometrial polyps in women on hormonal replacement therapy

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Ultrasound characteristics of different types of adnexal malignancies

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Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate

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Unilocular adnexal cysts with papillary projections but no other solid components: is there a diagnostic method that can classify them reliably as benign or malignant before surgery?

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Unsupervised nosologic imaging for glioma diagnosis

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Unsupervised respiratory signal extraction from ungated cardiac magnetic resonance imaging at rest and during exercise

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Use of a group concept mapping approach to define learning outcomes for an interdisciplinary module in medicine

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Use of tissue oxygenation index and fractional tissue oxygen extraction as non-invasive parameters for cerebral oxygenation. A validation study in piglets

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Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study

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Using Spatio-Temporal Interest Points (STIP) for myoclonic jerk detection in nocturnal video.

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Using prior knowledge in SVD-based parameter estimation for magnetic resonance spectroscopy--the ATP example

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Uterine and quality of life changes in postmenopausal women with an asymptomatic tamoxifen-thickened endometrium randomized to continuation of tamoxifen or switching to anastrozole.

scientific article published in February 2011

Utility metric for unsupervised feature selection

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Validation of a new automated neonatal seizure detection system: a clinician's perspective.

scientific article published on 10 March 2011

Viability of intrauterine pregnancy in women with pregnancy of unknown location: prediction using human chorionic gonadotropin ratio vs. progesterone.

scientific article published in June 2010

Visual seizure annotation and automated seizure detection using behind-the-ear electroencephalographic channels

scientific article published on 11 March 2020

Wavelet-independent component analysis to remove electrocardiography contamination in surface electromyography.

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Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation

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Weighted LS-SVM for function estimation applied to artifact removal in bio-signal processing

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Weighted performance metrics for automatic neonatal seizure detection using multi-scored EEG data

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What Determines the Need to Morcellate the Uterus during Total Laparoscopic Hysterectomy?

scientific article published on 08 November 2008

What is the value of preoperative bimanual pelvic examination in women undergoing laparoscopic total hysterectomy?

scientific article published on 01 May 2007

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