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M. Modat

38 papers hereh-index 6821.8k citations413 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author29
  • last author4

Across the 33 of 38 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • eess.IV13
  • cs.LG4
  • physics.med-ph2
  • cs.DB1
  • q-bio.QM1
same name
  • M. Modat — 4 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedWeakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

477 citations · 2.1k across the 35 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

2 papers · 2 filters

cs.LG2022★ 452 cited

MONAI: An open-source framework for deep learning in healthcare

M. Jorge Cardoso, Wenqi Li, Richard Brown +53

Artificial Intelligence (AI) is having a tremendous impact across most areas of science. Applications of AI in healthcare have the potential to improve our ability to detect, diagn…

cs.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.