a public good project by the
Synthesis
Company
of California

© 2026

J. Shin | doi.page

0 works0 citations0 h-index

J. Shin

Kookmin University(KR)Kyung Hee University(KR)Korea Photonics Technology Institute(KR)

Publications by Year

Research Areas

Particle Detector Development and Performance, Particle physics theoretical and experimental studies, Cardiovascular Health and Disease Prevention, COVID-19 diagnosis using AI, Cerebrovascular and Carotid Artery Diseases

Most-Cited Works

→ Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?(2016)3,082 cited
→ Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally(2017)415 cited
→ Active, continual fine tuning of convolutional neural networks for reducing annotation efforts(2021)61 cited
→ Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks(2016)60 cited
→ Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation(2019)59 cited
→ Automatic polyp detection in colonoscopy videos(2017)37 cited
→

Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation

(2018)

33 cited

→ On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging(2017)17 cited

→ Automatic Interpretation of Carotid Intima–Media Thickness Videos Using Convolutional Neural Networks(2017)12 cited

AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts(2018)