Collaborators

Ongoing (Updated May 20, 2025)

Pathology

Kyung Chul Moon, MD, Ph.D. (Seoul National University Hospital)

Subjects

Prostate cancer screening
Automatic Gleanson scoring
IgAN analysis, Oxford classification
Kidney quantitative analysis
Prostate Gleason's score prediction
Glomerulus segmentation
Kidney pathology X-AI
Mesangial proliferation prediction

Koung Bun Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

HCC (Hepatocellurar carcinoma) classification
Automatic fat quantification
General cancer model
PanIN screening model
Pan cancer screening
LN detection
Liver steatosis quantification in WSI

Yoonjin Kwak, MD, Ph.D. (Seoul National University Hospital)

Subjects

Outcome prediction
Lymphonode metastatic prediction
Melanoma recurrence prediction
Pathology segmentation

Chul Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

BRCA mutation prediction

Radiology

Chang Min Park, MD, Ph.D. (Seoul National University Hospital)

Subjects

Anomaly detection in CXR
Semi-supervised segmentation
Xray Report Generation
Consistency Evaluation of Chest X‑ray Reports

Taek Min Kim, MD (Seoul National University Hospital)

Subjects

Automatic adrenal gland quantification
Automatic hyperplasia classification
Adrenal gland tumor classification, volume estimation
Auto Area Measurement on Prostate US

Chang Hyun Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

DLCO regression

Internal Medicine

Hajeong Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

IgAN analysis, Oxford classification

Sung Hye Kong, MD (Seoul National University Bundang Hospital)

Subjects

Fracture Prediction Model Using Hip CT
2nd Fracture prediction
Second fracture prediction
Femur Segmentation

Jung Ho Bae, MD, Ph.D. (Seoul National University Hospital)

Subjects

AD/HP classification in colonoscopy
Augmentation in colonoscopy
NBI classification in colonoscopy
Polyp detection in colonoscopy

Jin Ho Choi, MD, Ph.D. (Seoul National University Hospital)

Subjects

Pancreatic cystic neoplasm classification

Sehoon Park, MD, Ph.D. (Seoul National University Hospital)

Subjects

eGFR analysis in kidney biopsy (KONERSTON)

Jung Hee Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

functional adrenal tumor classification

Jaeyoung Cho, MD, Ph.D. (Seoul National University Hospital)

Subjects

clinical data-based pleural prediction
Multi-modal pleural prediction

Urology

Chang Wook Jeong, MD, Ph.D. (Seoul National University Hospital)

Subjects

RCC analysis and subtype classification
Auto 3D registration
Bone-metastasis prediction

Neurology

Kyung-Il Park, MD, Ph.D. (Seoul National University Hospital)

Subjects

Long-term treatment outcome of epilepsy
Localization of MRI negative epilepsy
Brain FCD segmentation
AED patient clustering
AED recommendation system
SF/NSF classification using EEG
EZ lateralization using EEG
cNORSE outcome prediction

Sung-Min Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

IOM outcome prediction

Neurosurgery

Won-Sang Cho, MD, Ph.D. (Seoul National University Hospital)

Subjects

Aneurysm prediction

Nursing

Lee ji san, Ph.D. (Gangneung-Wonju National University)

Subjects

IBD Chatbot

Anesthesiology

Hee-Soo Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

Airway intubation timing prediction
postOP desaturation prediction using spirometry
Moyamoya diagnosis using Aline signal
Airway device classification

Ho-Geol Ryu, MD, Ph.D. (Seoul National University Hospital)

Subjects

P/F ratio delta prediction (Chest-AP, ML)
P/F ratio delta prediction (Chest-AP)

Hyung-Chul Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

X-ray DLT size prediction

Obstetrics & Gynecology

Seung Mi Lee, MD, Ph.D. (Seoul National University Hospital)

Subjects

PE classification
Hyperplasia (or PE) classification
Fetal kidney segmentation

Child and Adolescent Psychiatry

Bung-Nyun Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

ASD (Autism Spectrum Disorder) analysis in Video
Analyzing ASD Symptoms Using Survey Data
Analyzing ASD Symptoms Using Multimodal Data

Jae Won Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

Depression/Anxiety screening (Eye tracking)
Diagnosis of ADHD Using Passive and Active Data

Surgery

Min Jung Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

Rectum MRI segmentation and classificaiton

Hyeong-Gon Moon, MD, Ph.D. (Seoul National University Hospital)

Subjects

Breast tumor detection

Ophthalmology

Mee Kum Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

Sjogren's syndrome classification

Jin Wook Jeoung, MD, Ph.D. (Seoul National University Hospital)

Subjects

GON vs NGON classification

Kunho Bae, MD, Ph.D. (Seoul National University Hospital)

Subjects

Diabetes Mellitus prediction
Retinal age prediction and analysis

Hyuk Jin Choi, MD, Ph.D. (Seoul National University Hospital)

Subjects

Abnormal classification
Disease classification
Fundus image generation

Pediatric Neurosurgery

Joo Whan Kim, MD, Ph.D. (Seoul National University Hospital)

Subjects

CT Reconsturction with Biplanar X-rays
Classifier for Craniosynostosis Diagnosis

Transdisciplinary Medicine

Yi Rang Na, Ph.D., DVM (Seoul National University Hospital)

Subjects

IMC image generation

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