Search filters

List of works by Klaus Maier-Hein

Applicability and discriminative value of a semiautomatic three-dimensional spherical volume for the assessment of the apparent diffusion coefficient in suspicious breast lesions-feasibility study

scientific article

Association of Cerebrospinal Fluid Volume with Cerebral Vasospasm After Aneurysmal Subarachnoid Hemorrhage: A Retrospective Volumetric Analysis

scientific article published on 26 November 2019

Author Correction: The challenge of mapping the human connectome based on diffusion tractography

scientific article published on 04 November 2019

Automated brain extraction of multisequence MRI using artificial neural networks

scientific article published on 12 August 2019

Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

scientific article published on 02 April 2019

Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis

scientific article published on 03 January 2020

Automatic bone segmentation in whole-body CT images

scientific article published on 13 November 2018

Bundle-specific tractography with incorporated anatomical and orientational priors

scientific article published on 17 November 2018

Cerebellar volume change in response to electroconvulsive therapy in patients with major depression

scientific article published on 22 September 2016

Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment

scientific article published on 08 October 2019

Computer-assisted trajectory planning for percutaneous needle insertions

scientific article published on 01 June 2011

Correlation between genomic index lesions and mpMRI and Ga-PSMA-PET/CT imaging features in primary prostate cancer

scientific article published in Scientific Reports

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images

scientific article published on 30 July 2015

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

scientific article published on 22 January 2016

Development and Validation of an Automatic Segmentation Algorithm for Quantification of Intracerebral Hemorrhage

scientific article

Disorder-specific white matter alterations in adolescent borderline personality disorder

scientific article published on 12 June 2013

Early Brain Loss in Circuits Affected by Alzheimer's Disease is Predicted by Fornix Microstructure but may be Independent of Gray Matter

scientific article

Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures

scientific article

Exploring cortical predictors of clinical response to electroconvulsive therapy in major depression

scientific article published on 05 July 2019

Fiberfox: facilitating the creation of realistic white matter software phantoms

scientific article published on 9 December 2013

Going Beyond Diffusion Tensor Imaging Tractography in Eloquent Glioma Surgery-High-Resolution Fiber Tractography: Q-Ball or Constrained Spherical Deconvolution?

scientific article published on 31 October 2019

Hippocampal formation alterations differently contribute to autobiographic memory deficits in mild cognitive impairment and Alzheimer's disease

scientific article published on 09 March 2017

IJCARS: BVM 2019 special issue

scientific article published on 01 November 2019

IVIM DW-MRI of autoimmune pancreatitis: therapy monitoring and differentiation from pancreatic cancer

scientific article published on 08 October 2015

Independent value of image fusion in unenhanced breast MRI using diffusion-weighted and morphological T2-weighted images for lesion characterization in patients with recently detected BI-RADS 4/5 x-ray mammography findings

scientific article

Intravoxel incoherent motion (IVIM) diffusion imaging in prostate cancer - what does it add?

scientific article published in July 2014

Joint Imaging Platform for Federated Clinical Data Analytics

scientific article published on 01 November 2020

MITK Phenotyping: An open-source toolchain for image-based personalized medicine with radiomics

scientific article published on 31 December 2018

MITK-ModelFit: A generic open-source framework for model fits and their exploration in medical imaging - design, implementation and application on the example of DCE-MRI

scientific article published on 16 January 2019

Methodological considerations on tract-based spatial statistics (TBSS)

scientific article published on 16 June 2014

Multi-Objective Memetic Search for Robust Motion and Distortion Correction in Diffusion MRI.

scientific article

Multiparametric mapping of white matter microstructure in catatonia

scientific article published on 05 May 2020

Neuroanatomical Markers of Neurological Soft Signs in Recent-Onset Schizophrenia and Asperger-Syndrome

scientific article published on 26 December 2015

Neurological soft signs in recent-onset schizophrenia: Focus on the cerebellum.

scientific article published on 29 January 2015

Neuromodulation in response to electroconvulsive therapy in schizophrenia and major depression

scientific article

Noninvasive Characterization of Tumor Angiogenesis and Oxygenation in Bevacizumab-treated Recurrent Glioblastoma by Using Dynamic Susceptibility MRI: Secondary Analysis of the European Organization for Research and Treatment of Cancer 26101 Trial

scientific article published on 28 July 2020

Optimal Statistical Incorporation of Independent Feature Stability Information into Radiomics Studies

scientific article published on 20 January 2020

Prediction of treatment response in head and neck carcinomas using IVIM-DWI: Evaluation of lymph node metastasis.

scientific article published on 25 February 2014

Quantification of changes in language-related brain areas in autism spectrum disorders using large-scale network analysis

scientific article

Radiomic Analysis Reveals Prognostic Information in T1-Weighted Baseline Magnetic Resonance Imaging in Patients With Glioblastoma

scientific article published on 9 January 2017

Radiomics Based on Adapted Diffusion Kurtosis Imaging Helps to Clarify Most Mammographic Findings Suspicious for Cancer

scientific article published on 20 February 2018

Strengths and weaknesses of state of the art fiber tractography pipelines--A comprehensive in-vivo and phantom evaluation study using Tractometer

scientific article

Structural network changes in patients with major depression and schizophrenia treated with electroconvulsive therapy

scientific article published on 11 July 2016

Temperature and concentration calibration of aqueous polyvinylpyrrolidone (PVP) solutions for isotropic diffusion MRI phantoms

scientific article

The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery

scientific article

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020

The Medical Imaging Interaction Toolkit: challenges and advances : 10 years of open-source development

scientific article

The future of digital health with federated learning

scientific article published on 14 September 2020

Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge

scientific article published on 09 June 2019

Tractography-based connectomes are dominated by false-positive connections

Transdiagnostic modulation of brain networks by electroconvulsive therapy in schizophrenia and major depression

scientific article published on 03 July 2019

Virtual Raters for Reproducible and Objective Assessments in Radiology

scientific article

Weight Loss and Changes in Adipose Tissue and Skeletal Muscle Volume after Laparoscopic Sleeve Gastrectomy and Roux-en-Y Gastric Bypass: a Prospective Study with 12-Month Follow-Up

scientific article published on 01 December 2019

White matter microstructure variations contribute to neurological soft signs in healthy adults

scientific article

Why rankings of biomedical image analysis competitions should be interpreted with care ⬇️

scientific article published in Nature Communications

Widespread white matter degeneration preceding the onset of dementia

scientific article

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

scientific article published on 07 December 2020

Paulina is supported by:

About Paulina

Help