Development and validation of a deep learning–based automated detection algorithm for major thoracic diseases on chest radiographs EJ Hwang, S Park, KN Jin, J Im Kim, SY Choi, JH Lee, JM Goo, J Aum, ... JAMA network open 2 (3), e191095-e191095, 2019 | 345 | 2019 |
Development and validation of a deep learning–based automatic detection algorithm for active pulmonary tuberculosis on chest radiographs EJ Hwang, S Park, KN Jin, JI Kim, SY Choi, JH Lee, JM Goo, J Aum, ... Clinical Infectious Diseases 69 (5), 739-747, 2019 | 192 | 2019 |
Artificial Intelligence–Powered Spatial Analysis of Tumor-Infiltrating Lymphocytes as Complementary Biomarker for Immune Checkpoint Inhibition in Non–Small-Cell Lung Cancer S Park, CY Ock, H Kim, S Pereira, S Park, M Ma, S Choi, S Kim, S Shin, ... Journal of Clinical Oncology 40 (17), 1916, 2022 | 117 | 2022 |
Effective speckle noise suppression in optical coherence tomography images using nonlocal means denoising filter with double Gaussian anisotropic kernels J Aum, J Kim, J Jeong Applied Optics 54 (13), D43-D50, 2015 | 105 | 2015 |
Live acquisition of internal fingerprint with automated detection of subsurface layers using OCT J Aum, JH Kim, J Jeong IEEE Photonics Technology Letters 28 (2), 163-166, 2015 | 37 | 2015 |
DLAD Development and Evaluation Group. Development and validation of a deep learning–based automated detection algorithm for major thoracic diseases on chest radiographs EJ Hwang, S Park, KN Jin, JI Kim, SY Choi, JH Lee, JM Goo, J Aum, ... JAMA Netw Open 2 (3), e191095, 2019 | 32 | 2019 |
Artificial intelligence–powered programmed death ligand 1 analyser reduces interobserver variation in tumour proportion score for non–small cell lung cancer with better … S Choi, SI Cho, M Ma, S Park, S Pereira, BJ Aum, S Shin, K Paeng, D Yoo, ... European Journal of Cancer 170, 17-26, 2022 | 25 | 2022 |
Deep learning-based automatic detection algorithm development and evaluation group, development and validation of a deep learning–based automatic detection algorithm for active … EJ Hwang, S Park, KN Jin, JI Kim, SY Choi, JH Lee, JM Goo, J Aum, ... Clin Infect Dis 69 (5), 739-747, 2019 | 13 | 2019 |
Optimization of compute unified device architecture for real-time ultrahigh-resolution optical coherence tomography J Kim, J Aum, JH Han, J Jeong Optics Communications 334, 308-313, 2015 | 13 | 2015 |
Deep Learning Analysis of CT Images Reveals High-Grade Pathological Features to Predict Survival in Lung Adenocarcinoma Y Choi, J Aum, SH Lee, HK Kim, J Kim, S Shin, JY Jeong, CY Ock, HY Lee Cancers 13 (16), 4077, 2021 | 12 | 2021 |
Development and validation of a deep learning–based automated detection algorithm for major thoracic diseases on chest radiographs. JAMA Network Open. 2 (3): e191095 EJ Hwang, S Park, KN Jin, JI Kim, SY Choi, JH Lee, JM Goo, J Aum, ... | 9 | 2019 |
Pathologic validation of artificial intelligence-powered prediction of combined positive score of PD-L1 immunohistochemistry in urothelial carcinoma. JH Park, KS Lee, E Choi, W Jung, J Aum, S Pereira, S Park, M Ma, S Lee, ... Journal of Clinical Oncology 39 (15_suppl), e16518-e16518, 2021 | 2 | 2021 |
Clinical performance of artificial intelligence-powered annotation of tumor cell PD-L1 expression for treatment of immune-checkpoint inhibitor (ICI) in advanced non-small cell … H Kim, S Choi, S Kim, J Aum, S Pereira, S Park, M Ma, S Shin, K Paeng, ... Journal of Clinical Oncology 39 (15_suppl), 9026-9026, 2021 | 2 | 2021 |
Method and apparatus for outputting information related to a pathological slide image JS Kang, JH Aum, DG Yoo, TW Chung US Patent App. 18/532,572, 2024 | | 2024 |
Method and apparatus for outputting information related to a pathological slide image JS Kang, JH Aum, DG Yoo, TW Chung US Patent 11,875,893, 2024 | | 2024 |
METHOD AND SYSTEM FOR DETECTING REGION OF INTEREST IN PATHOLOGICAL SLIDE IMAGE D Yoo, J Aum, M MA, JU Ryu US Patent App. 17/551,506, 2022 | | 2022 |
Artificial Intelligence-Powered Analyzer Reduces Inter-observer Variation in PD-L1 Tumor Proportion Score of Non-Small Cell Lung Cancer S Kim, S Choi, SI Cho, H Kim, M Ma, S Pereira, S Park, B Aum, S Shin, ... LABORATORY INVESTIGATION 102 (SUPPL 1), 1247-1248, 2022 | | 2022 |
Assistance with an artificial intelligence-powered tumor infiltrating lymphocytes (TIL) analyzer reduces interobserver variation in pathologic scoring of TIL in breast cancer SI Cho, W Jung, S Choi, S Kim, S Song, G Park, M Ma, S Park, S Pereira, ... CANCER RESEARCH 82 (4), 2022 | | 2022 |
Abstract P4-05-07: Assistance with an artificial intelligence-powered tumor infiltrating lymphocytes (TIL) analyzer reduces interobserver variation in pathologic scoring of TIL … SI Cho, W Jung, S Choi, S Kim, S Song, G Park, M Ma, S Park, S Pereira, ... Cancer Research 82 (4_Supplement), P4-05-07-P4-05-07, 2022 | | 2022 |
Method and system for predicting expression of biomarker from medical image JH Aum, OCK Chanyoung, D Yoo US Patent App. 17/502,260, 2022 | | 2022 |