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M. Collins

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.AI1
same name
  • M. Collins — 21 papers, h 24
  • M. Collins — 4 papers, h 48
  • M. Collins — 4 papers
  • M. Collins — 3 papers, h 24
  • M. Collins — 2 papers
  • M. Collins — 1 paper

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

most citedPECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2022★ 1 cited

Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis

Ariel Larey, Eliel Aknin, Nati Daniel +9

Eosinophilic esophagitis (EoE) is a chronic allergic inflammatory condition of the esophagus associated with elevated esophageal eosinophils. Second only to gastroesophageal reflux…

cs.CV2021★ 1 cited

PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics

Nati Daniel, Ariel Larey, Eliel Aknin +9

Background. Eosinophilic esophagitis (EoE) is an allergic inflammatory condition of the esophagus associated with elevated numbers of eosinophils. Disease diagnosis and monitoring…

cs.CV2021

Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features

Tomer Czyzewski, Nati Daniel, Mark Rochman +5

Goal: Eosinophilic esophagitis (EoE) is an allergic inflammatory condition characterized by eosinophil accumulation in the esophageal mucosa. EoE diagnosis includes a manual assess…

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