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researcher

G. Polat

10 papers hereh-index 10470 citations20 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • eess.IV3
  • cs.LG2
same name
  • G. Polat — 23 papers, h 6

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
20182025
most citedDeep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

172 citations · 258 across the 10 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.CV2025★ 25 cited

Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity

Gorkem Polat, Ümit Mert Çağlar, Alptekin Temizel

Assessing disease severity with ordinal classes, where each class reflects increasing severity levels, benefits from loss functions designed for this ordinal structure. Traditional…

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