List of works by Mattias Ohlsson

A Study of the Mean Field Approach to Knapsack Problems.

scientific article published in March 1997

A confident decision support system for interpreting electrocardiograms

scientific article published on 01 September 1999

A new computer-based decision-support system for the interpretation of bone scans

scientific article published on May 2006

A novel approach to local reliability of sequence alignments

scientific article published in June 2002

A novel automated platform for quantifying the extent of skeletal tumour involvement in prostate cancer patients using the Bone Scan Index.

scientific article

A simple statistical model for prediction of acute coronary syndrome in chest pain patients in the emergency department

scientific article

ABO-identical blood group matching has no survival benefit for AB heart transplant recipients

scientific article published on 15 January 2015

Ability of emergency physicians to diagnose acute coronary syndrome on the ECG of acute chest pain patients ⬇️

scientific article published on 16 July 2015

Agreement between artificial neural networks and experienced electrocardiographer on electrocardiographic diagnosis of healed myocardial infarction.

scientific article published on October 1996

An artificial neural network to safely reduce the number of ambulance ECGs transmitted for physician assessment in a system with prehospital detection of ST elevation myocardial infarction.

scientific article published on February 2012

An independent evaluation of a new method for automated interpretation of lung scintigrams using artificial neural networks.

scientific article published in January 2001

Analysis of regional bone scan index measurements for the survival of patients with prostate cancer

scientific article

Analysis of the Influence of HLA-A Matching Relative to HLA-B and -DR Matching on Heart Transplant Outcomes

scientific article published on 19 October 2015

Artificial neural networks for recognition of electrocardiographic lead reversal.

scientific article published in May 1995

Association of PET index quantifying skeletal uptake in NaF PET/CT images with overall survival in prostate cancer patients

article published in 2017

Automated interpretation of PET/CT images in patients with lung cancer.

scientific article published in February 2007

Automated interpretation of myocardial SPECT perfusion images using artificial neural networks.

scientific article published in December 1997

Best leads in the standard electrocardiogram for the emergency detection of acute coronary syndrome

scientific article published on 8 February 2007

Bone Scan Index as a prognostic imaging biomarker during androgen deprivation therapy

scientific article

Bone Scan Index as an Imaging Biomarker in Metastatic Castration-resistant Prostate Cancer: A Multicentre Study Based on Patients Treated with Abiraterone Acetate (Zytiga) in Clinical Practice

scientific article published on 09 March 2016

Bone Scan Index: a prognostic imaging biomarker for high-risk prostate cancer patients receiving primary hormonal therapy

scientific article published on 6 February 2013

CODUSA--customize optimal donor using simulated annealing in heart transplantation

scientific article published in January 2013

Cerebrospinal fluid levels of heart fatty acid binding protein are elevated prodromally in Alzheimer's disease and vascular dementia

scientific article

Clinical data do not improve artificial neural network interpretation of myocardial perfusion scintigraphy

scientific article

Comparison between neural networks and multiple logistic regression to predict acute coronary syndrome in the emergency room.

scientific article

Computer-assisted interpretation of planar whole-body bone scans.

scientific article published on 7 November 2008

Decision support for the initial triage of patients with acute coronary syndromes.

scientific article published in May 2006

Design and regularization of neural networks: the optimal use of a validation set

scholarly article by Jan Larsen et al published 1996 in Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Detecting acute myocardial infarction in the 12-lead ECG using Hermite expansions and neural networks.

scientific article published in October 2004

Detection of frequently overlooked electrocardiographic lead reversals using artificial neural networks.

scientific article published in September 1996

Diagnostic evaluation of three cardiac software packages using a consecutive group of patients

scientific article published on 30 September 2011

Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problems

Evaluation of a decision support system for interpretation of myocardial perfusion gated SPECT.

scientific article published on 4 March 2008

Evaluation of a previously suggested plasma biomarker panel to identify Alzheimer's disease

scientific article

Exploring new possibilities for case-based explanation of artificial neural network ensembles.

scientific article published on 17 October 2008

Finding Risk Groups by Optimizing Artificial Neural Networks on the Area under the Survival Curve Using Genetic Algorithms

scientific article published on 9 September 2015

Gene expression profilers and conventional clinical markers to predict distant recurrences for premenopausal breast cancer patients after adjuvant chemotherapy

scientific article published on 04 October 2006

Genetic profiles of gastroesophageal cancer: combined analysis using expression array and tiling array--comparative genomic hybridization

scientific article

Identification of B-cell lymphoma subsets by plasma protein profiling using recombinant antibody microarrays

scientific article published on 22 March 2014

Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks

scientific article published on 01 August 2024

Improving prediction of heart transplantation outcome using deep learning techniques

scientific article published on 26 February 2018

In search of the best method to predict acute coronary syndrome using only the electrocardiogram from the emergency department.

scientific article published on 19 September 2008

Intelligent computer reporting 'lack of experience': a confidence measure for decision support systems.

scientific article published in March 1998

Interpretation of captopril renography using artificial neural networks.

scientific article published in September 2005

Likelihood of acute coronary syndrome in emergency department chest pain patients varies with time of presentation

scientific article

Matching protein structures with fuzzy alignments.

scientific article

Molecular serum portraits in patients with primary breast cancer predict the development of distant metastases

scientific article

Neural networks--a diagnostic tool in acute myocardial infarction with concomitant left bundle branch block.

scientific article published in July 2002

New paradigms in telemedicine: ambient intelligence, wearable, pervasive and personalized

scientific article

Patient gender and radiopharmaceutical tracer is of minor importance for the interpretation of myocardial perfusion images using an artificial neural network.

scientific article published in May 2006

Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts

scientific article published on 19 June 2020

Prediction of severe acute pancreatitis at admission to hospital using artificial neural networks.

scientific article published on 9 July 2011

Prognosis of patients without perfusion defects with and without rest study in myocardial perfusion scintigraphy

scientific article published on 31 July 2013

Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index

scientific article published on 16 August 2013

Referring physicians underestimate the extent of abnormalities in final reports from myocardial perfusion imaging

scientific article published on 9 June 2012

Regional cerebral blood flow in Alzheimer's disease: classification and analysis of heterogeneity

scientific article published on 20 January 2004

Risk factor identification and mortality prediction in cardiac surgery using artificial neural networks

scientific article published in July 2006

Risk predictions for individual patients from logistic regression were visualized with bar-line charts.

scientific article published on 22 November 2011

Role of ventilation scintigraphy in diagnosis of acute pulmonary embolism: an evaluation using artificial neural networks.

scientific article

Single-Cell Network Analysis Identifies DDIT3 as a Nodal Lineage Regulator in Hematopoiesis.

scientific article published on 4 June 2015

Statistical regularization of deformation fields for atlas-based segmentation of bone scintigraphy images

scientific article published on 01 January 2009

Technical Advances of the Recombinant Antibody Microarray Technology Platform for Clinical Immunoproteomics

scientific article

The International Heart Transplant Survival Algorithm (IHTSA): a new model to improve organ sharing and survival

scientific article

The added value of ECG-gating for the diagnosis of myocardial infarction using myocardial perfusion scintigraphy and artificial neural networks.

scientific article published in September 2006

The optimal reference population for cardiac normality in myocardial SPET in the detection of coronary artery stenoses: patients with normal coronary angiography or subjects with low likelihood of coronary artery disease?

scientific article published in July 2001

Toward personal eHealth in cardiology. Results from the EPI-MEDICS telemedicine project.

scientific article

Training artificial neural networks directly on the concordance index for censored data using genetic algorithms

scientific article

Transcriptional regulation of lineage commitment--a stochastic model of cell fate decisions

scientific article

Tumor tissue protein signatures reflect histological grade of breast cancer

scientific article

Usefulness of serial electrocardiograms for diagnosis of acute myocardial infarction

scientific article published on 01 September 2001

Value of exercise data for the interpretation of myocardial perfusion SPECT.

scientific article

Variational auto-encoders with Student’s t-prior ⬇️

WeAidU-a decision support system for myocardial perfusion images using artificial neural networks.

scientific article published on January 2004

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