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Author Details

Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
1997
143
25
PMIDPaper TitleJournal TitlePublished Year
36092822A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences.Artif Intell Rev2023
37705689Modelling digital health data: The ExaMode ontology for computational pathology.J Pathol Inform2023
37659189How far MS lesion detection and segmentation are integrated into the clinical workflow? A systematic review.Neuroimage Clin2023
37198558Stereoptic serious games as a visual rehabilitation tool for individuals with a residual amblyopia (AMBER trial): a protocol for a crossover randomized controlled trial.BMC Ophthalmol2023
36687531Data-driven color augmentation for H&E stained images in computational pathology.J Pathol Inform2023
36708799Spatial and Temporal Muscle Synergies Provide a Dual Characterization of Low-dimensional and Intermittent Control of Upper-limb Movements.Neuroscience2023
36632329Not so weak PICO: leveraging weak supervision for participants, interventions, and outcomes recognition for systematic review automation.JAMIA Open2023
35304508Assessing radiomics feature stability with simulated CT acquisitions.Sci Rep2022
35720729Evaluation of Methods for the Extraction of Spatial Muscle Synergies.Front Neurosci2022
35869179Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.NPJ Digit Med2022
36335750Brain-on-Cloud for automatic diagnosis of Alzheimer's disease from 3D structural magnetic resonance whole-brain scans.Comput Methods Programs Biomed2022
36268087Empowering digital pathology applications through explainable knowledge extraction tools.J Pathol Inform2022
35146422Improving Robotic Hand Prosthesis Control With Eye Tracking and Computer Vision: A Multimodal Approach Based on the Visuomotor Behavior of Grasping.Front Artif Intell2022
33137701DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples.Comput Methods Programs Biomed2021
34575619Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods.J Pers Med2021
34722699An AI-Based Algorithm for the Automatic Classification of Thoracic Radiographs in Cats.Front Vet Sci2021
34688172A large margin piecewise linear classifier with fusion of deep features in the diagnosis of COVID-19.Comput Biol Med2021
34833573Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study.Sensors (Basel)2021
34303169Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification.Med Image Anal2021
33964886Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification.BMC Med Imaging2021
34038065The Discriminative Power and Stability of Radiomics Features With Computed Tomography Variations: Task-Based Analysis in an Anthropomorphic 3D-Printed CT Phantom.Invest Radiol2021
32570346Automating Quality Control for Structured Standardized Radiology Reports Using Text Analysis.Stud Health Technol Inform2020
32080198Gaze, behavioral, and clinical data for phantom limbs after hand amputation from 15 amputees and 29 controls.Sci Data2020
31919366A large calibrated database of hand movements and grasps kinematics.Sci Data2020
32041965Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics.Sci Data2020
32066738Publisher Correction: Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics.Sci Data2020
33184313The importance of feature aggregation in radiomics: a head and neck cancer study.Sci Rep2020
32911207BIAS: Transparent reporting of biomedical image analysis challenges.Med Image Anal2020
33018338Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading.Annu Int Conf IEEE Eng Med Biol Soc2020
32841766A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT.Comput Biol Med2020
32752155Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data.Sensors (Basel)2020
32154773The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.Radiology2020
32570395Machine Learning Assisted Citation Screening for Systematic Reviews.Stud Health Technol Inform2020
30700735Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care.Nat Commun2019
31416547Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography.Comput Methods Programs Biomed2019
31551749PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows.Front Neurorobot2019
31205978Neural network training for cross-protocol radiomic feature standardization in computed tomography.J Med Imaging (Bellingham)2019
31374724Analyzing the Trade-Off Between Training Session Time and Performance in Myoelectric Hand Gesture Recognition During Upper Limb Movement.IEEE Int Conf Rehabil Robot2019
31229761Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification.Med Image Anal2019
31367471Deep Learning-Based Retrieval System for Gigapixel Histopathology Cases and the Open Access Literature.J Pathol Inform2019
31508414Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology.Front Bioeng Biotechnol2019
30770759A quantitative taxonomy of human hand grasps.J Neuroeng Rehabil2019
31138257Kinematic synergies of hand grasps: a comprehensive study on a large publicly available dataset.J Neuroeng Rehabil2019
30872600Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness.Sci Rep2019
29031831Large-scale retrieval for medical image analytics: A comprehensive review.Med Image Anal2018
30523263Why rankings of biomedical image analysis competitions should be interpreted with care.Nat Commun2018
30319387Muscle Synergy Analysis of a Hand-Grasp Dataset: A Limited Subset of Motor Modules May Underlie a Large Variety of Grasps.Front Neurorobot2018
30440485Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography.Annu Int Conf IEEE Eng Med Biol Soc2018
29397275Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid.Comput Med Imaging Graph2018
28813976Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics.IEEE Int Conf Rehabil Robot2017
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Collaborators

University of Geneva
Co-authored papers 17
University of Applied Sciences Western Switzerland (HES-SO)
Co-authored papers 7
Oregon Health & Science University
Co-authored papers 5
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 5
PLRI Institute for Medical Informatics of TU Braunschweig and Hannover Medical School
Co-authored papers 4
University of Pennsylvania
Co-authored papers 4
Radboud University Medical Center
Co-authored papers 3
Medical University of Vienna
Co-authored papers 3
Health On the Net Foundation.
Co-authored papers 3
Co-authored papers 3
Vanderbilt University
Co-authored papers 3
Stanford University.
Co-authored papers 3
Technische Universitat Munchen, University of Zurich
Co-authored papers 3
University of Texas at Austin
Co-authored papers 2
University of Essex
Co-authored papers 2
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 2
University of Applied Sciences and Arts of Western Switzerland (HES-SO).
Co-authored papers 2
Maastricht University
Co-authored papers 2
Massachusetts General Hospital
Co-authored papers 2
Lister Hill National Center for Biomedical Communications
Co-authored papers 2
Colorado College, Oregon Health & Science University, Oregon Health and Science University
Co-authored papers 2
National Institutes of Health
Co-authored papers 2
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Medical University of Vienna
Co-authored papers 2
University of Pennsylvania
Co-authored papers 1
VA Portland Healthcare System
Co-authored papers 1
The Australian National University, & University of Canberra
Co-authored papers 1
Ecole Polytechnique Federale de Lausanne (EPFL)
Co-authored papers 1
German Cancer Research Center (DKFZ)
Co-authored papers 1
Universita Cattolica del Sacro Cuore
Co-authored papers 1