output
20122025
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

22 papers

cs.AI2025

Comparisons between a Large Language Model-based Real-Time Compound Diagnostic Medical AI Interface and Physicians for Common Internal Medicine Cases using Simulated Patients

Hyungjun Park, Chang-Yun Woo, Seungjo Lim +4

Objective To develop an LLM based realtime compound diagnostic medical AI interface and performed a clinical trial comparing this interface and physicians for common internal medic…

cs.CV2024

InMD-X: Large Language Models for Internal Medicine Doctors

Hansle Gwon, Imjin Ahn, Hyoje Jung +3

In this paper, we introduce InMD-X, a collection of multiple large language models specifically designed to cater to the unique characteristics and demands of Internal Medicine Doc…

cs.CV2024★ 1 cited

NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization

Imjin Ahn, Hansle Gwon, Young-Hak Kim +2

The discharge summary is a one of critical documents in the patient journey, encompassing all events experienced during hospitalization, including multiple visits, medications, tes…

cs.LG2023★ 24 cited

Deep learning based ECG segmentation for delineation of diverse arrhythmias

Chankyu Joung, Mijin Kim, Taejin Paik +9

Accurate delineation of key waveforms in an ECG is a critical step in extracting relevant features to support the diagnosis and treatment of heart conditions. Although deep learnin…

cs.LG2022★ 26 cited

GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning

Kyunghoon Hur, Jungwoo Oh, Junu Kim +7

Despite the remarkable progress in the development of predictive models for healthcare, applying these algorithms on a large scale has been challenging. Algorithms trained on a par…

astro-ph.GA2022★ 34 cited

Detailed chemical abundances of stars in the outskirts of the Tucana II ultra-faint dwarf galaxy

Anirudh Chiti, Anna Frebel, Alexander P. Ji +6

We present chemical abundances and velocities of five stars between 0.3 kpc to 1.1 kpc from the center of the Tucana II ultra-faint dwarf galaxy (UFD) from high-resolution Magellan…