Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Maximilian Zenk, Ujjwal Baid, Sarthak Pati, Akis Linardos et autres
14 citationsNature Communications
Samuel Botter Martins
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30Publications signalées
585Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Brain Tumor Detection and ClassificationMedical Image Segmentation TechniquesRadiomics and Machine Learning in Medical ImagingAnomaly Detection Techniques and ApplicationsCOVID-19 diagnosis using AI
Publications récentes
Preserving Privacy, Enhancing Robustness: Federated Learning for Lung Disease Identification in Chest X-Ray Images
Weld Lucas Cunha, César Castelo-Fernández, Rafael Simionato, Matheus Lacerda et autres
0 citationsLecture notes in computer science
Ransomware Detection Through Behavioral Attack Signatures Evaluation: A Novel Machine Learning Framework for Improved Accuracy and Robustness
Evelin Anikolova, Samuel Botter Martins, Daniel Rozental, Joseph Fontana et autres
11 citations
Ki67 Index Correlates with Tumoral Volumetry and 5-ALA Residual Fluorescence in Glioblastoma
F Sprenger, Erasmo Barros da Silva, Ricardo Ramina, Marcela Santos Cavalcanti et autres
4 citationsWorld Neurosurgery
Comparison and Application of Data Science Techniques for Anomaly Detection in Photovoltaic Systems
Michelle Melo Cavalcante, João Lucas de Souza Silva, Samuel Botter Martins, Isabelle Ferreira Silva Nunes et autres
5 citations
Data-Driven Analysis of Solar Photovoltaic Systems: Correlation and Distribution Patterns
João Lucas de Souza Silva, Michelle Melo Cavalcante, Samuel Botter Martins, Everton Josué Da Silva et autres
2 citations
Author Correction: Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller et autres
5 citationsNature Communications
Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller et autres
384 citationsNature Communications
Ki67 Index Correlates with Tumoral Volumetry, and 5-ALA Compromised Resection Margins in Glioblastoma
F Sprenger, Erasmo Barros da Silva, Ricardo Ramina, Marcella Santos Cavalcanti et autres
0 citationsResearch Square
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon L. Edwards, Micah Sheller et autres
11 citationsarXiv (Cornell University)
Unsupervised Brain Anomaly Detection in MR Images
Samuel Botter Martins, Alexandru Telea, Alexandre X. Falcão
2 citations
Combining Registration Errors and Supervoxel Classification for Unsupervised Brain Anomaly Detection
Samuel Botter Martins, Alexandre X. Falcão, Alexandru Telea
1 citationCommunications in computer and information science
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