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researcher

R. Colglazier

9 papers hereh-index 7137 citations21 works total

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

author position
  • first author1
  • middle author7
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.CV2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedImproving Image Classification of Knee Radiographs: An Automated Image Labeling Approach

5 citations · 9 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CV2025★ 1 cited

Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery

Hanxue Gu, Yaqian Chen, Jisoo Lee +5

Objective: To evaluate whether preoperative body composition metrics automatically extracted from CT scans can predict postoperative outcomes after colectomy, either alone or combi…

eess.SP2025

SegmentAnyMuscle: A universal muscle segmentation model across different locations in MRI

Roy Colglazier, Jisoo Lee, Haoyu Dong +12

The quantity and quality of muscles are increasingly recognized as important predictors of health outcomes. While MRI offers a valuable modality for such assessments, obtaining pre…

eess.IV2025

Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis

Yaqian Chen, Hanxue Gu, Yuwen Chen +7

Body composition assessment using CT images can potentially be used for a number of clinical applications, including the prognostication of cardiovascular outcomes, evaluation of m…

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