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researcher

L. Umapathy

6 papers hereh-index 6117 citations32 works total

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

author position
  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • eess.IV2
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedA Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images

4 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

Context-aware deep learning using individualized prior information reduces false positives in disease risk prediction and longitudinal health assessment

Lavanya Umapathy, Patricia M Johnson, Tarun Dutt +4

Temporal context in medicine is valuable in assessing key changes in patient health over time. We developed a machine learning framework to integrate diverse context from prior vis…

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