Personal information

Websites & social links

Professional Homepage

Countries

Switzerland

Activities

Collapse all

Employment (4)

Universität Bern: Bern, BE, CH

2014-03-01 to present | Associate Professor (Institute for Surgical Technology and Biomechanics)
Employment
Source: Self-asserted source
Mauricio Reyes

Insel Data Science Center: Bern, Bern, CH

2019-01-01 to 2021-01-01 | Prof. Dr. (Healthcare Imaging A.I.)
Employment
Source: Self-asserted source
Mauricio Reyes

Universität Bern: Bern, BE, CH

2013-01-01 to 2014-02-01 | Habilitation Privat Dozent (equiv. Assistant Professor) (Institute for Surgical Technology and Biomechanics)
Employment
Source: Self-asserted source
Mauricio Reyes

Universität Bern: Bern, BE, CH

2008-03-01 to 2012-12-01 | Group head (Institute for Surgical Technology and Biomechanics)
Employment
Source: Self-asserted source
Mauricio Reyes

Education and qualifications (1)

Inria Centre de Recherche Sophia Antipolis Méditerranée: Sophia Antipolis, Provence-Alpes-Côte d'Azu, FR

2003-01-01 to 2005-12-06 | PhD
Education
Source: Self-asserted source
Mauricio Reyes

Works (22)

Multi-Label Generalized Zero Shot Chest X-Ray Classification by Combining Image-Text Information With Feature Disentanglement

IEEE Transactions on Medical Imaging
2025-01 | Journal article
DOI: 10.1109/TMI.2024.3429471
Contributors: Dwarikanath Mahapatra; Antonio Jimeno Yepes; Behzad Bozorgtabar; Sudipta Roy; Zongyuan Ge; Mauricio Reyes
Source: check_circle
Crossref

ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification

Medical Image Analysis
2024-10 | Journal article
DOI: 10.1016/j.media.2024.103261
Contributors: Dwarikanath Mahapatra; Ruwan Tennakoon; Yasmeen George; Sudipta Roy; Behzad Bozorgtabar; Zongyuan Ge; Mauricio Reyes
Source: check_circle
Crossref

Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging

npj Digital Medicine
2024-07-22 | Journal article
DOI: 10.1038/s41746-024-01190-w
Contributors: Aurélie Pahud de Mortanges; Haozhe Luo; Shelley Zixin Shu; Amith Kamath; Yannick Suter; Mohamed Shelan; Alexander Pöllinger; Mauricio Reyes
Source: check_circle
Crossref

Dose Guidance for Radiotherapy-Oriented Deep Learning Segmentation

2023 | Book chapter
DOI: 10.1007/978-3-031-43996-4_50
Contributors: Elias Rüfenacht; Robert Poel; Amith Kamath; Ekin Ermis; Stefan Scheib; Michael K. Fix; Mauricio Reyes
Source: check_circle
Crossref

Interpreting Deep Machine Learning Models: An Easy Guide for Oncologists

IEEE Reviews in Biomedical Engineering
2023 | Journal article
DOI: 10.1109/RBME.2021.3131358
Contributors: Jose P. Amorim; Pedro H. Abreu; Alberto Fernandez; Mauricio Reyes; Joao Santos; Miguel H. Abreu
Source: check_circle
Crossref

Saliency-Enhanced Content-Based Image Retrieval for Diagnosis Support in Dermatology Consultation: Reader Study

JMIR Dermatology
2023-08-24 | Journal article
DOI: 10.2196/42129
Contributors: Mathias Gassner; Javier Barranco Garcia; Stephanie Tanadini-Lang; Fabio Bertoldo; Fabienne Fröhlich; Matthias Guckenberger; Silvia Haueis; Christin Pelzer; Mauricio Reyes; Patrick Schmithausen et al.
Source: check_circle
Crossref

Deep-Learning-Based Dose Predictor for Glioblastoma–Assessing the Sensitivity and Robustness for Dose Awareness in Contouring

Cancers
2023-08-23 | Journal article
DOI: 10.3390/cancers15174226
Contributors: Robert Poel; Amith J. Kamath; Jonas Willmann; Nicolaus Andratschke; Ekin Ermiş; Daniel M. Aebersold; Peter Manser; Mauricio Reyes
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion

Computer Methods and Programs in Biomedicine
2023-04 | Journal article
DOI: 10.1016/j.cmpb.2023.107374
Contributors: Elias Rüfenacht; Amith Kamath; Yannick Suter; Robert Poel; Ekin Ermiş; Stefan Scheib; Mauricio Reyes
Source: check_circle
Crossref

Graph Node Based Interpretability Guided Sample Selection for Active Learning

IEEE Transactions on Medical Imaging
2023-03 | Journal article
DOI: 10.1109/TMI.2022.3215017
Contributors: Dwarikanath Mahapatra; Alexander Poellinger; Mauricio Reyes
Source: check_circle
Crossref

Comparison of MR Preprocessing Strategies and Sequences for Radiomics-Based MGMT Prediction

2022 | Book chapter
DOI: 10.1007/978-3-031-09002-8_33
Contributors: Daniel Abler; Vincent Andrearczyk; Valentin Oreiller; Javier Barranco Garcia; Diem Vuong; Stephanie Tanadini-Lang; Matthias Guckenberger; Mauricio Reyes; Adrien Depeursinge
Source: check_circle
Crossref

Reliability of Quantification Estimates in MR Spectroscopy: CNNs vs Traditional Model Fitting

2022 | Book chapter
DOI: 10.1007/978-3-031-16452-1_68
Contributors: Rudy Rizzo; Martyna Dziadosz; Sreenath P. Kyathanahally; Mauricio Reyes; Roland Kreis
Source: check_circle
Crossref

The LUMIERE dataset: Longitudinal Glioblastoma MRI with expert RANO evaluation

Scientific Data
2022-12-15 | Journal article
DOI: 10.1038/s41597-022-01881-7
Contributors: Yannick Suter; Urspeter Knecht; Waldo Valenzuela; Michelle Notter; Ekkehard Hewer; Philippe Schucht; Roland Wiest; Mauricio Reyes
Source: check_circle
Crossref

ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset

Scientific Data
2022-12-10 | Journal article
DOI: 10.1038/s41597-022-01875-5
Contributors: Moritz R. Hernandez Petzsche; Ezequiel de la Rosa; Uta Hanning; Roland Wiest; Waldo Valenzuela; Mauricio Reyes; Maria Meyer; Sook-Lei Liew; Florian Kofler; Ivan Ezhov et al.
Source: check_circle
Crossref

Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps

IEEE Transactions on Medical Imaging
2022-09 | Journal article
DOI: 10.1109/TMI.2022.3163232
Contributors: Dwarikanath Mahapatra; Zongyuan Ge; Mauricio Reyes
Source: check_circle
Crossref

Saliency-Enhanced Content-Based Image Retrieval for Diagnosis Support in Dermatology Consultation: Reader Study (Preprint)

2022-08-24 | Preprint
DOI: 10.2196/preprints.42129
Contributors: Mathias Gassner; Javier Barranco Garcia; Stephanie Tanadini-Lang; Fabio Bertoldo; Fabienne Fröhlich; Matthias Guckenberger; Silvia Haueis; Christin Pelzer; Mauricio Reyes; Patrick Schmithausen et al.
Source: check_circle
Crossref

Dual-stream pyramid registration network

Medical Image Analysis
2022-05 | Journal article
DOI: 10.1016/j.media.2022.102379
Contributors: Miao Kang; Xiaojun Hu; Weilin Huang; Matthew R. Scott; Mauricio Reyes
Source: check_circle
Crossref

Prediction of Stroke Lesion at 90-Day Follow-Up by Fusing Raw DSC-MRI With Parametric Maps Using Deep Learning

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3058297
Contributors: Adriano Pinto; Joana Amorim; Arsany Hakim; Victor Alves; Mauricio Reyes; Carlos A. Silva
Source: check_circle
Crossref

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

Computer Methods and Programs in Biomedicine
2021-01 | Journal article
DOI: 10.1016/j.cmpb.2020.105796
Contributors: Alain Jungo; Olivier Scheidegger; Mauricio Reyes; Fabian Balsiger
Source: check_circle
Crossref

Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellation

Human Brain Mapping
2020-12 | Journal article
DOI: 10.1002/hbm.25159
Contributors: Michael Rebsamen; Christian Rummel; Mauricio Reyes; Roland Wiest; Richard McKinley
Source: check_circle
Crossref

On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities

Radiology: Artificial Intelligence
2020-05-01 | Journal article
DOI: 10.1148/ryai.2020190043
Contributors: Mauricio Reyes; Raphael Meier; Sérgio Pereira; Carlos A. Silva; Fried-Michael Dahlweid; Hendrik von Tengg-Kobligk; Ronald M. Summers; Roland Wiest
Source: check_circle
Crossref

Surface-Based Brain Morphometry for the Prediction of Fluid Intelligence in the Neurocognitive Prediction Challenge 2019

2019 | Book chapter
DOI: 10.1007/978-3-030-31901-4_4
Contributors: Michael Rebsamen; Christian Rummel; Ines Mürner-Lavanchy; Mauricio Reyes; Roland Wiest; Richard McKinley
Source: check_circle
Crossref

Supervised learning for bone shape and cortical thickness estimation from CT images for finite element analysis

Medical Image Analysis
2019-02 | Journal article
DOI: 10.1016/j.media.2018.11.001
Contributors: Vimal Chandran; Ghislain Maquer; Thomas Gerig; Philippe Zysset; Mauricio Reyes
Source: check_circle
Crossref
How many people are using ORCID?