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J. Bum

4 papers hereh-index 6123 citations31 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • eess.IV2
same name
  • J. Bum — 1 paper, h 1

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

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2024

Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis

Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum +1

Traditional deep learning methods in medical imaging often focus solely on segmentation or classification, limiting their ability to leverage shared information. Multi-task learnin…

eess.IV2024

Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification

Dahyun Mok, Junghyun Bum, Le Duc Tai +1

Diabetic Retinopathy (DR) is a primary cause of blindness, necessitating early detection and diagnosis. This paper focuses on referable DR classification to enhance the applicabili…

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