Mauricio Reyes
Universität Bern
H-index: 53
Europe-Switzerland
Top articles of Mauricio Reyes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Current and evolving multimodality cardiac imaging in managing transthyretin amyloid cardiomyopathy | Louhai Alwan Dominik C Benz Sarah AM Cuddy Stephan Dobner Isaac Shiri | 2024/2/1 | |
GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable features for multi-label chest Xray classification | Medical image analysis | Dwarikanath Mahapatra Behzad Bozorgtabar Zongyuan Ge Mauricio Reyes | 2024/4/1 |
SaRF: Saliency regularized feature learning improves MRI sequence classification | Computer methods and programs in biomedicine | Suhang You Roland Wiest Mauricio Reyes | 2024/1/1 |
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge | arXiv preprint arXiv:2403.19425 | Ezequiel de la Rosa Mauricio Reyes Sook-Lei Liew Alexandre Hutton Roland Wiest | 2024/3/28 |
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification | Proceedings of the AAAI Conference on Artificial Intelligence | Dwarikanath Mahapatra Behzad Bozorgtabar Zongyuan Ge Mauricio Reyes Jean-Philippe Thiran | 2024/3/24 |
Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor to Estimate Dosimetric Impact of Segmentation Variations for Radiotherapy | Amith Jagannath Kamath Zahira Mercado Auf der Maur Robert Poel Jonas Willmann Ekin Ermis | 2024/2/13 | |
Understanding metric-related pitfalls in image analysis validation | Annika Reinke Minu D Tizabi Michael Baumgartner Matthias Eisenmann Doreen Heckmann-Nötzel | 2024/2/12 | |
Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity | Amith Kamath Jonas Willmann Nicolaus Andratschke Mauricio Reyes | 2023/10/1 | |
Evaluating automated longitudinal tumor measurements for glioblastoma response assessment | Frontiers in radiology | Yannick Suter Michelle Notter Raphael Meier Tina Loosli Philippe Schucht | 2023 |
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosis | Human brain mapping | Michael Rebsamen Richard McKinley Piotr Radojewski Maximilian Pistor Christoph Friedli | 2023/2/15 |
Sagtta: saliency guided test time augmentation for medical image segmentation across vendor domain shift | Suhang You Devavrat Tomar Behzad Bozorgtabar Mauricio Reyes | 2023/4/18 | |
Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification | Dwarikanath Mahapatra Antonio Jose Jimeno Yepes Shiba Kuanar Sudipta Roy Behzad Bozorgtabar | 2023/10 | |
NS-HGlio: A generalizable and repeatable HGG segmentation and volumetric measurement AI algorithm for the longitudinal MRI assessment to inform RANO in trials and clinics | Neuro-oncology advances | Aly H Abayazeed Ahmed Abbassy Michael Müeller Michael Hill Mohamed Qayati | 2023/1/1 |
Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022) | Nature communications | Sarthak Pati Ujjwal Baid Brandon Edwards Micah Sheller Shih-Han Wang | 2022/12/5 |
How sensitive are deep learning based radiotherapy dose prediction models to variability in organs at risk segmentation? | Amith Kamath Robert Poel Jonas Willmann Nicolaus Andratschke Mauricio Reyes | 2023/4/18 | |
MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision | arXiv preprint arXiv:2308.16139 | Jianning Li Antonio Pepe Christina Gsaxner Gijs Luijten Yuan Jin | 2023/8/30 |
A multiclass radiomics method–based WHO severity scale for improving COVID-19 patient assessment and disease characterization from CT scans | Investigative radiology | John Anderson Garcia Henao Arno Depotter Danielle V Bower Herkus Bajercius Plamena Teodosieva Todorova | 2023/12/1 |
Author Correction: Federated learning enables big data for rare cancer boundary detection | Nature communications | Sarthak Pati Ujjwal Baid Brandon Edwards Micah Sheller Shih-Han Wang | 2023/1/26 |
A comprehensive dataset of annotated brain metastasis MR images with clinical and radiomic data | Scientific data | Beatriz Ocaña-Tienda Julián Pérez-Beteta José D Villanueva-García José A Romero-Rosales David Molina-García | 2023/4/14 |
Saliency-enhanced content-based image retrieval for diagnosis support in dermatology consultation: Reader study | JMIR dermatology | Mathias Gassner Javier Barranco Garcia Stephanie Tanadini-Lang Fabio Bertoldo Fabienne Fröhlich | 2023/8/24 |
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