Mingon Kang - Publications, H-index & Citations

Mingon Kang

University of Nevada

19H指数

113论文数

1.6K被引数

收录论文 31

发表时间

Prediction of Oxidative Stress- and Anticancer Drug-Induced Cellular Senescence Using Holotomography and Interpretable Attention-Based Contrastive Learning 利用全息层析成像和可解释注意力对比学习预测氧化应激和抗癌药物诱导的细胞衰老

Small Methods

IF9.1

2026-10-07

PREAI

Avinash Yaganapu; Amarnath Singam; Sai Phani Parsa; Calvinique Lee; Jennifer Zheng; Sunjeet Saha; Jeong Hee Kim; Seungman Park; Mingon Kang

Knowledge-guided learning with curated prior genetic biomarkers for robust model interpretation 知识引导学习结合精选先验遗传生物标志物以实现稳健的模型解释

Bioinformatics

IF5.4

2026-08-21

OAAI

Beomsu Baek; Eunyoung Jang; Sai Phani Parsa; Youngsoon Kim; Mingon Kang

Interpretable convolutional neural networks for sequence-based classification and discovery of plastic-degrading enzymes 基于序列的分类和塑料降解酶发现的可解释卷积神经网络

Applied and Environmental Microbiology

IF3.7

2026-05-20

PREAI

Lee, Woo-Haeng; Dumontet, Louis; Jung, KyungMin; Lee, Hyun; Thapa, Gobinda; Oh, Tae-Jin; Kang, Mingon

Echo-SMADS: A Hierarchical Planning Model for Predicting Ejection Fraction Using Echocardiography Echo-SMADS：一种基于超声心动图的射血分数预测分层规划模型

Computer Methods and Programs in Biomedicine

IF4.8

2026-04-16

PREAI

Yu Zhou; Jiawei Tian; Mingon Kang; Kyungtae Kang

Examining Ethnic and Racial Variations in Opioid-related Hospitalizations Using Western U.S. Electronic Health Records 使用美国西部电子健康记录考察阿片类药物相关住院治疗的族裔和种族差异

Journal of Racial and Ethnic Health Disparities

IF2.4

2026-04-06

OAAI

Lois Suh; Euiseong Ko; Beomsu Baek; Jiwon Yoo; Se-Won Lee; Jay J. Shen; Soohyoung Rain Lee; Mingon Kang

Trustworthy prediction of enzyme commission numbers using a hierarchical interpretable transformer 使用分层可解释的转换器对酶委员会数量进行可靠的预测

Nature Communications

IF15.7

2026-01-30

OAAI

Louis Dumontet; So-Ra Han; Jun Hyuck Lee; Tae-Jin Oh; Mingon Kang

Explainable Integrative Bipartite Graph Convolutional Neural Network for Predicting Ejection Fraction in Echocardiography 用于预测超声心动图射血分数的可解释整合双分图卷积神经网络

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XII

IF0

2026-01-01

PREAI

Lee, Seungeun; Kim, Jaeyoung; Kang, Kyungtae; Kang, Mingon

Comparative Effectiveness of Telehealth Versus In-Person Primary Care for the Adults Living with Intellectual Disabilities and Obesity: Insights of a Provider Shortage State in the United States 远程医疗与面对面初级保健对智力障碍合并肥胖成年患者的比较有效性：美国医疗资源短缺州的经验与启示

TELEMEDICINE AND E-HEALTH

IF2

2025-12-01

PREAI

Kim, Yonsu; Shen, Jay J.; Reeves, Jerry; Choe, Ian; Kang, Mingon; Byun, David; Ioanitoaia-Chaudhry, Iulia; Chong, Maria Teresa; Tabrizi, Maryam; Kwak, Isabelle; Yoo, Ji Won

Prediction of ALK Expression on H&E-Stained Pathology Slide Images Using a Deep-Learning Model: the Further Validation

LABORATORY INVESTIGATION

IF4.2

2025-03-01

PREAI

Yang, Jung Wook; Kosaraju, Sai; Jung, Wookjae; Song, Daehyun; An, Hyo Jung; Roh, Mee Sook; Kim, Ahrong; Shin, Dong Hoon; Kang, Mingon

Towards understanding cancer dormancy over strategic hitching up mechanisms to technologies 探讨通过战略性技术整合机制理解癌症休眠状态

MOLECULAR CANCER

IF33.9

2025-02-14

OAAI

Yang, Sumin; Seo, Jieun; Choi, Jeonghyeon; Kim, Sung-Hyun; Kuk, Yunmin; Park, Kyung Chan; Kang, Mingon; Byun, Sangwon

Molecular insights into regulatory RNAs in the cellular machinery

EXPERIMENTAL AND MOLECULAR MEDICINE

IF12.9

2024-06-14

OAAI

Yang, Sumin; Kim, Sung-Hyun; Yang, Eunjeong; Kang, Mingon; Joo, Jae-Yeol

SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysis

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-05-28

OAAI

Ko, Euiseong; Kim, Youngsoon; Shokoohi, Farhad; Mersha, Tesfaye B.; Kang, Mingon

Evidential deep learning for trustworthy prediction of enzyme commission number 基于证据深度学习的酶委托数可信预测

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-11-22

OAAI

Han, So-Ra; Park, Mingyu; Kosaraju, Sai; Lee, JeungMin; Lee, Hyun; Lee, Jun Hyuck; Oh, Tae-Jin; Kang, Mingon

Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-11-01

OAAI

Lee, Hunmin; Kang, Mingon; Kim, Donghyun; Seo, Daehee; Li, Yingshu

Harnessing deep learning into hidden mutations of neurological disorders for therapeutic challenges

ARCHIVES OF PHARMACAL RESEARCH

IF7.5

2023-06-01

PREAI

Yang, Sumin; Kim, Sung-Hyun; Kang, Mingon; Joo, Jae-Yeol

Cryptic mutations of PLC family members in brain disorders: recent discoveries and a deep-learning-based approach

BRAIN

IF11.7

2022-11-30

OAAI

Lim, Key-Hwan; Yang, Sumin; Kim, Sung-Hyun; Ko, Euiseong; Kang, Mingon; Joo, Jae-Yeol

Deep learning-based framework for slide-based histopathological image analysis

SCIENTIFIC REPORTS

IF3.9

2022-11-09

OAAI

Kosaraju, Sai; Park, Jeongyeon; Lee, Hyun; Yang, Jung Wook; Kang, Mingon

PGNets: planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary discs

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2021-12-04

OAAI

Zhang, Shangjia; Zhu, Zhaohuan; Kang, Mingon

A roadmap for multi-omics data integration using deep learning 使用深度学习的多组学数据集成路线图

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-11-12

145

OAAI

Kang, Mingon; Ko, Euiseong; Mersha, Tesfaye B.

Functional coordination of BET family proteins underlies altered transcription associated with memory impairment in fragile X syndrome

SCIENCE ADVANCES

IF12.5

2021-05-21

OAAI

Kim, Seung-Kyoon; Liu, Xihui; Park, Jongmin; Um, Dahun; Kilaru, Gokhul; Chiang, Cheng-Ming; Kang, Mingon; Huber, Kimberly M.; Kang, Keunsoo; Kim, Tae-Kyung

研究方向