Identifying features that shape perceived consciousness in LLM-based AI: A quantitative study of human responses
Computers in Human Behavior Reports. 2026 Mar. Bongsu Kang, Jundong Kim, Tae-Rim Yun, Hyojin Bae*, Chang-Eop Kim*.
Comparing AI chatbot simulation and peer role-play for OSCE preparation: a pilot randomized controlled trial
BMC Medical Education. 2025 November. Hye-Yoon Lee, Jundong Kim, Hyojae Choi, Hyojin Bae, Aram Jeong, Sungyoul Choi, Ji-Hwan Kim* & Chang-Eop Kim*.
Combined decoction selectively modifies chemical composition of traditional Asian medicine: a systematic analysis on Palmijihwang-tang using theoretical additive model
BMC Complementary Medicine and Therapies. 2025 November. Dongyeop Jang, Sarah Shin, So Min Lee, Seulgi Lee, Chang-Eop Kim*, and Jeeyoun Jung*.
Understanding clinical decision-making in traditional East Asian medicine through dimensionality reduction: An empirical investigation
Computers in Biology and Medicine. 2025 October. Hyojin Bae, Bongsu Kang, Chang-Eop Kim*.
[BRIC 한빛사] A normative principle governing memory transfer in cerebellar motor learning
Nature Communications. 2025 July. Hyojin Bae, Jewoo Seo, Chang-Eop Kim*, and Sang Jeong Kim*.
Identifying Features that Shape Perceived Consciousness in Large Language Model-based AI: A Quantitative Study of Human Responses
arXiv. 2025 Feb. Bongsu Kang, Jundong Kim, Tae-Rim Yun, Hyojin Bae*, Chang-Eop Kim*.
The Logical Impossibility of Consciousness Denial: A Formal Analysis of AI Self-Reports
arXiv. 2024 Dec. Chang-Eop Kim.
[BRIC 한빛사] Evaluating current status of network pharmacology for herbal medicine focusing on identifying mechanisms and therapeutic effects
Journal of Advanced Research. 2024 Dec. Won-Yung Lee, Kwang-Il Park, Seon-Been Bak, Seungho Lee, Su-Jin Bae, Min-Jin Kim, Sun-Dong Park, Choon Ok Kim, Ji-Hwan Kim, Young Woo Kim, Chang-Eop Kim.
Development of an LLM-based CPX Practicing Chatbot for Korean Medicine Education: Implementation of Automated Scoring and Feedback Generation Framework
The Journal of Korean Medicine. 2024 Nov. Jundong Kim, Hye-Yoon Lee, Ji-Hwan Kim, Chang-Eop Kim.
Understanding Clinical Decision-Making in Traditional East Asian Medicine through Dimensionality Reduction: An Empirical Investigation
arXiv. 2024 Oct. Hyojin Bae, Bongsu Kang, Chang-Eop Kim.
Systematic exploration of therapeutic effects and key mechanisms of Panax ginseng using network-based approaches
Journal of Ginseng Research. 2024 Jul. Young Woo Kim, Seon Been Bak, Yu Rim Song, Chang-Eop Kim, Won-Yung Lee.
A practical guide to implementing artificial intelligence in traditional East Asian medicine research
Integrative Medicine Research. 2024 Jul. Hyojin Bae, Sa-Yoon Park, Chang-Eop Kim.
Identifying Novel Subtypes of Functional Gastrointestinal Disorder by Analyzing Nonlinear Structure in Integrative Biopsychosocial Questionnaire Data
Journal of Clinical Medicine. 2024 May. Sa-Yoon Park, Hyojin Bae, Ha-Yeong Jeong, Ju Yup Lee, Young-Kyu Kwon, Chang-Eop Kim.
Current Status and Direction of Generative Large Language Model Applications in Medicine - Focusing on East Asian Medicine -
Journal of Physiology & Pathology in Korean Medicine. 2024 Apr. Bongsu Kang, SangYeon Lee, Hyojin Bae, Chang-Eop Kim.
Deciphering the Systemic Impact of Herbal Medicines on Allergic Rhinitis: A Network Pharmacological Approach
Life. 2024 Apr. Sa-Yoon Park, Yoon Yeol Lee, Min Hee Kim, Chang-Eop Kim.
Pilot Development of a 'Clinical Performance Examination (CPX) Practicing Chatbot' Utilizing Prompt Engineering
Journal of Korean Medicine. 2024 Mar. Jundong Kim, Hye-Yoon Lee, Ji Hwan Kim, Chang-Eop Kim.
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
arXiv. 2024 Jan. Bongsu Kang, Jundong Kim, Tae-Rim Yun, Chang-Eop Kim.
GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors
PLOS Digital Health. 2023 Dec. Dongyeop Jang, Tae-Rim Yun, Choong-Yeol Lee, Young-Kyu Kwon, Chang-Eop Kim.
Advancing Precision in Neurotoxicity analysis with Tissue Clearing and Automated Quantification
J Altern Anim Exp. 2023. Nov. 2023. Lee, Jaemeun, Ahn, Hyo-duk, Park, Sa-Yoon, Kim, Chang-Eop, Park, Sun-Hyun.
Functionally similar genes exhibit comparable/similar time-course expression kinetics in the UV-induced photoaged mouse model
PLOS ONE. 2023 Nov. Seon-Pil Jin, Joong Heon Suh, Chang-Eop Kim, Inn Gyung Oh, Eun Young Seo, Min-Kyoung Kim, Kyeong-No Yoon, Jin Ho Chung.
Enhancing Korean Medicine Education with Large Language Models: Focusing on the Development of Educational Artificial Intelligence
Journal of Physiology & Pathology in Korean Medicine. 2023 Oct. Sa-Yoon Park, Chang-Eop Kim.
Geometrical Analysis of Geum-Won Era Prescription: A Novel Approach to Traditional Asian Medicine's Basic Theory
Journal of Physiology & Pathology in Korean Medicine. 2023 Oct. Hyojin Bae, Chang-Eop Kim.
Approach to Identifying System-Level Mechanisms of Chung-Sang-Bo-Ha-Hwan’s Influence on Respiratory Tract Diseases: A Network Pharmacological Analysis with Experimental Validation
Plants. 2023 Aug. Sa-Yoon Park, Kang-Sub Kim, Won-Yung Lee, Chang-Eop Kim, and Sullim Lee.
The Unexpected Role of Deep Learning in Traditional Korean Medicine (TKM): The Science of Deep Learning Can Help better Understand TKM
Korean J Subhealth Med. 2023 March. Hyojin Bae and Chang-Eop Kim
Predicting activatory and inhibitory drug-target interactions based on structural compound representations and genetically perturbed transcriptomes
PLOS ONE. 2023 Apr. Won-Yung Lee, Choong-Yeol Lee and Chang-Eop Kim
Compound-level identification of sasang constitution type-specific personalized herbal medicine using data science approach
Heliyon. 2023 Feb. Sa-Yoon Park, Young Woo Kim, Yu Rim Song, Seon Been Bak, Young Pyo Jang, Il-Kon Kim, Ji-Hwan Kim, and Chang-Eop Kim
Network Pharmacological Analysis on the Herbal Combinations for Mitigating Inflammation in Respiratory Tracts and Experimental Evaluation
Healthcare. 2023 Jan. Dongyeop Jang, Myong Jin Lee, Kang Sub Kim, Chang-Eop Kim, Jong Ho Jung, Minkwan Cho, Bo-Hee Hong, Shin Jung Park, and Ki Sung Kang
Proposal of a Mathematical Model for Variations in Repeated Measurement of Korean Medicine Clinical Variables and its Applicability to Education.
Journal of Physiology & Pathology in Korean Medicine. 2022. Ha-Young Jeong, Young-Kyu Kwon, Chang-Eop Kim.
Cerebellum as a kernel machine: A novel perspective on expansion recoding in granule cell layer.
Frontiers in Computational Neuroscience. 2022 Dec. Hyojin Bae, Sa-Yoon Park, Sang Jeong Kim, Chang-Eop Kim.
Individualized Diagnosis and Prescription in Traditional Medicine: Decision-Making Process Analysis and Machine Learning-Based Analysis Tool Development.
The American Journal of Chinese Medicine, 2022. Park M, Kim MH, Park SY, Choi I, Kim CE.
Identifying Candidate Flavonoids for Non-Alcoholic Fatty Liver Disease by Network-Based Strategy.
Frontiers in Pharmacology. 2022, Won-Yung Lee, Choong-Yeol Lee, Jin-Seok Lee and Chang-Eop Kim.
System-level investigation of anti-obesity effects and the potential pathways of Cordyceps militaris in ovariectomized rats.
BMC Complementary Medicine and Therapies. 2022, Dongyeop Jang, Eunjoo Lee, Sullim Lee, Yongsam Kwon, Ki Sung Kang, Chang-Eop Kim & Daeyoung Kim.
Regulation of appetite-related neuropeptides by Panax ginseng: A novel approach for obesity treatment.
Journal of Ginseng Research. 2022, Hung Manh Phunga, Dongyeop Jang, Tuy An Trinh, Donghun Lee, Quynh Nhu Nguyen, Chang-Eop Kim and Ki Sung Kang.
A Novel Framework for Understanding the Pattern Identification of Traditional Asian Medicine From the Machine Learning Perspective.
Frontiers in Medicine. 2022 Feb, Hyojin Bae, Sanghun Lee, Choong-yeol Lee and Chang-Eop Kim.
The potential of pharmacological activities of the multi-compound treatment for GERD: literature review and a network pharmacology-based analysis.
Applied Biological Chemistry. 2021, 64, 48. Junghyun Park, Dongyeop Jang, Hung Manh Phung, Tae Joon Choi, Chang-Eop Kim, Sanghyun Lee, Ki Sung Kang & Seo-Hyung Choi.
Traditional Korean Medicine Research Using Methods in Complexity Science: Current Status and Prospect.
Journal of Physiology & Pathology. 2021. Dongyeop Jang, Na-Hyun Cho, Ki-Eun Lee, Kwon, Young-Kyu, Chang-Eop Kim.
Diversity of Acupuncture Point Selections According to the Acupuncture Styles and Their Relations to Theoretical Elements in Traditional Asian Medicine: A Data-Mining-Based Literature Study.
Journal of Clinical Medicine. 2021 Jang, Dong-Yeop; Oh, Ki-Chang; Jung, Eun-Seo; Cho, Soo-Jin; Lee, Ji-Yun; Lee, Yeon-Jae; Kim, Chang-Eop; Yang, In-Jun.
Investigating the biomarkers of the Sasang constitution via network pharmacology approach.
Evidence-Based Complementary and Alternative Medicine. 2021, 6665130. Won-Yung Lee, Choong-Yeol Lee, Chang-Eop Kim, Ji Hwan Kim.
Lessons from Deep Neural Networks for Studying the Coding Principles of Biological Neural Networks.
Frontiers in Systems Neuroscience. 2021. Hyojin Bae, Sang Jeong Kim, and Chang-Eop Kim.
A System-Level Mechanism of Anmyungambi Decoction for Obesity: A Network Pharmacological Approach.
Biomelecules. 2021. Dongyeop Jang, Hayeong Jeong, Chang-Eop Kim, Jungtae Leem.
Preventive Effect of Anemarrhenae rhizome and Phellodendri cortex on Danazol-Induced in Precocious Puberty in Female Rats and Network Pharmacological Analysis of Active Compounds.
Plants 11 (1), 23. KR Kim, TA Trinh, JY Baek, D Lee, S Lim, J Kim, WY Lee, Chang-Eop Kim.
Effects of estrogen inhibition formula herbal mixture for danazol-induced precocious puberty in female rats: an experimental study with network pharmacology.
Integrative medicine research 10 (3), 100708. SC Park, TA Trinh, WY Lee, JY Baek, S Lee, K Choi, J Ha,Chang-Eop Kim.
Machine learning-based prediction of Sasang constitution types using comprehensive clinical information and identification of key features for diagnosis.
Integrative medicine research 10 (3), 100668. SY Park, M Park, WY Lee, CY Lee, JH Kim, S Lee,Chang-Eop Kim.
Hair Growth Stimulation Effect of Centipeda minima Extract: Identification of Active Compounds and Anagen-Activating Signaling Pathways.
Biomolecules 11 (7), 976. BH Kim, MJ Lee, WY Lee, J Pyo, MS Shin, GS Hwang, D Shin, Chang-Eop Kim.
Identification of gallic acid as a active ingredient of Syzygium aromaticum against tacrolimus-induced damage in renal epithelial LLC-PK1 cells and rat kidney.
Bioorganic & Medicinal Chemistry Letters 41, 128012. JH Lee, M Park, K Jung, G Hong, HL Lee, DW Kim,Chang-Eop Kim, KS Kang.
Development of an explicit and implicit knowledge identification tool for the analysis of the decision-making process of traditional Asian medicine doctors.
medRxiv. M Park, MH Kim, S Park, M Kang, I Choi, Chang-Eop Kim.
Predicting activatory and inhibitory drug–target interactions based on mol2vec and genetically perturbed transcriptomes.
bioRxiv. WY Lee, CY Lee, Chang-Eop Kim.
Multiplexed Processing of Vibrotactile Information in the Mouse Primary Somatosensory Cortex.
Experimental Neurobiology, 2020. Yoo Rim Kim, Chang-Eop Kim, Heera Yoon, Sun Kwang Kim, Sang Jeong Kim.
Effects of Estrogen Inhibition Formula Herbal Mixture for Danazol-induced Precocious Puberty in Female Rats: An Experimental Study with Network Pharmacology.
Integrative Medicine Research. 2020, 100708. Seung Chan Park, Tuy An Trinh, Won-Yung Lee, Ji Yun Baek, Seungyong Lee, Kyuhee Choi, Jaewon Ha, Chang-Eop Kim, Ki Sung Kang, Hye Lim Lee.
Persistent Activity of Metabotropic Glutamate Receptor 5 in the Periaqueductal Gray Constrains Emergence of Chronic Neuropathic Pain.
Current Biology. 30, 1–12, December 7, 2020. Geehoon Chung, Hyun Geun Shim, Chae Young Kim, Hyun-Hee Ryu, Dong Cheol Jang, Seung Ha Kim, Jaegeon Lee, Chang-Eop Kim, Yu Kyeong Kim, Yong-Seok Lee, Jun Kim, Sun Kwang Kim, Paul F. Worley, and Sang Jeong Kim.
Direct translation of climbing fiber burst-mediated sensory coding into post-synaptic Purkinje cell dendritic calcium.
ELife 2020;9:e61593. Seung-Eon Roh, Seung Ha Kim, Changhyeon Ryu, Chang-Eop Kim, Yong Gyu Kim, Paul F Worley, Sun Kwang Kim, Sang Jeong Kim.
Machine Learning-based Prediction of Sasang Constitution Types using Multicenter Clinical Dataset and Identification of Key Features for Diagnosis.
Integrative Medicine Research. Integrative Medicine Research. Sa-Yoon Park, Musun Park, Won-Yung Lee, Choong-Yeol Lee, Ji-Hwan Kim, Siwoo Lee, Chang-Eop Kim
Analysis and Anticancer Effects of Active Compounds from Spatholobi Caulis in Human Breast Cancer Cells.
Processes 2020, 8(9), 1193. Hung Manh Phung, Hesol Lee, Sullim Lee, Dongyeop Jang, Chang-Eop Kim, Ki Sung Kang, Chang-Seob Seo, and You-Kyung Choi.
Analysis of Symptoms-Herbs Relationships in Shanghanlun Using Text Mining Approach.
Journal of Physiology & Pathology in Korean Medicine 34(4) :159-169, (2020). Dongyeop Jang, Yoonsu Ha, Choong-Yeol Lee, Chang-Eop Kim.
Hair Growth Effect of Emulsion Extracted Brevilin A, a JAK3 Inhibitor, from Centipeda minima.
Processes 8, no. 7 (2020): 767. Byoung Ha Kim, Won-Yung Lee, Tuy An Trinh, Jae Sung Pyo, Sooyeun Lee, Chang-Eop Kim, Dong Hwan Lee, Eun-Seok Park, and Ki Sung Kang.
Trends in the Studies of Synthetic Patient Records.
The Korean Society of Mibyeong Medicine 1(1) 15-24; Dongyeop Jang, Chang-Eop Kim.
Effect of Herbal Formulation on Immune Response Enhancement in RAW 264.7 Macrophages.
Biomolecules 10, no. 3 (2020): 424. Tuy An Trinh, Jimin Park, Ji Hong Oh, Jung Sik Park, Dahae Lee, Chang-Eop Kim, Han-Seok Choi, Sang-Back Kim, Gwi Seo Hwang, Bon Am Koo, and Ki Sung Kang.
Absolute Configuration and Corrected Nmr Assignment of 17-Hydroxycyclooctatin, a Fused 5–8–5 Tricyclic Diterpene.
Journal of Natural Products (2020/01/28 2020). Lee, Seoung Rak, Dahae Lee, Musun Park, Joo Chan Lee, Hyun-Ju Park, Ki Sung Kang, Chang-Eop Kim, Christine Beemelmanns, and Ki Hyun Kim. (Cover page article)
Neuroprotective Γ-Pyrones from Fusarium Solani Js-0169: Cell-Based Identification of Active Compounds and an Informatics Approach to Predict the Mechanism of Action.
Biomolecules 10, no. 1 (2020): 91. Choi, Hyun Gyu, Ji Hoon Song, Musun Park, Soonok Kim, Chang-Eop Kim, Ki Sung Kang, and Sang Hee Shim.
Investigating the Systems-Level Effect of Pueraria lobata for Menopause-Related Metabolic Diseases Using an Ovariectomized Rat Model and Network Pharmacological Analysis,
Biomolecules. 2019 Nov 18;9(11), Ji Hong Oh, Seon-Eun Baek, Won-Yung Lee, Ji Yun Baek, Tuy An Trinh, Do Hwi Park, Hye Lim Lee, Ki Sung Kang, Chang-Eop Kim# and Jeong-Eun Yoo#
Construction and Analysis of the Time-evolving Pain-related Brain Network Using Literature Mining.
Journal of Pain Research, Jihong Oh, Hyojin Bae and Chang-Eop Kim.
[BRIC 한빛사 상위피인용논문] (Editor's Choice) The Methodological Trends of Traditional Herbal Medicine Employing Network Pharmacology.
Biomolecules, 9(8), 362; Won-Yung Lee, Choong-Yeol Lee, Youn-Sub Kim, and Chang-Eop Kim.
The Inhibitory Effect of Cordycepin on the Proliferation of MCF-7 Breast Cancer Cells, and its Mechanism: An Investigation Using Network Pharmacology-Based Analysis.
Biomolecules 9 (9), 407; D Lee, WY Lee, K Jung, YS Kwon, D Kim, GS Hwang, CE Kim, S Lee, and KS Kang.
S1 employs feature-dependent differential selectivity of single cells and distributed patterns of populations to encode mechanosensations .
Frontiers in cellular neuroscience 13, 132 ; YR Kim, CE Kim, H Yoon, SK Kim, and SJ Kim
Multiple Targets of 3-Dehydroxyceanothetric Acid 2-Methyl Ester to Protect Against Cisplatin-Induced Cytotoxicity in Kidney Epithelial LLC-PK1 Cells.
Molecules 24 (5), 878; D Lee, KH Kim, WY Lee, CE Kim, SH Sung, KB Kang, and KS Kang
A Systems-Level Analysis of Mechanisms of Platycodon grandiflorum Based on A Network Pharmacological Approach.
Molecules 23 (11), 2841; M Park, SY Park, HJ Lee, and CE Kim.
Effects of fermented black ginseng on wound healing mediated by angiogenesis through the mitogen-activated protein kinase pathway in human umbilical vein endothelial cells.
Journal of ginseng research 42 (4), 524-531; JY Park, DS Lee, CE Kim, MS Shin, CS Seo, HK Shin, GS Hwang, JM An, SN Kim, and KS Kang.
The effect of μ-opioid receptor activation on GABAergic neurons in the spinal dorsal horn.
The Korean Journal of Physiology & Pharmacology 22 (4), 419-425; K Yoo Rim, S Hyun Geun, K Chang-Eop, and K Sang Jeong.
Identifying Theoretical Characteristics of Traditional Medicines in Korea, China, and Japan through the Herb Usage Data.
Korean Journal of Oriental Physiology & Pathology 32 (5), 149-156; P Mu Sun, L Choong Yeol, L Tae Hee, K Youn Sub, and K Chang-Eop.
Oxyresveratrol ameliorates nonalcoholic fatty liver disease by regulating hepatic lipogenesis and fatty acid oxidation through liver kinase B1 and AMP-activated protein kinase.
Chemico-Biological Interactions 289, 68-74; KYW Lee JH, Baek SY, Jang EJ, Ku SK, Kim KM, Ki SH, Kim CE, Park KI, and Kim SC.
Protective effect of Artemisia argyi and its flavonoid constituents against contrast-induced cytotoxicity by iodixanol in LLC-PK1 Cells.
International journal of molecular sciences 19 (5), 1387; D Lee, CE Kim, SY Park, K Kim, N Hiep, D Lee, HJ Jang, J Lee, and K Kang.
Characterizing hidden rules linking symptoms and acupoint selection using an artificial neural network model.
Frontiers of Medicine; J Won-Mo, P In-Soo, L Ye-Seul, K Chang-Eop, L Hyangsook, H Dae-Hyun, P Hi-Joon, J Bo-Hyoung, and C Younbyoung.
[BRIC 한빛사 상위피인용논문] Systems-level mechanisms of action of Panax ginseng: a network pharmacological approach.
Journal of ginseng research 42 (1), 98-106; SY Park, JH Park, HS Kim, CY Lee, HJ Lee, KS Kang, and CE Kim.
Investigation of the Possibility of Research on Medical Classics Applying Text Mining - Focusing on the Huangdi’s Internal Classic-.
Journal of Korean Medical Classics 32(3); Bae Hyo-jin, Kim Chang-eop, Lee Choong-yeol, Shin Sang-won, and Kim Jong-hyun.
Preventive effect and safety of a follicle-stimulating hormone inhibitory formulation containing a mixture of Coicis Semen and Artemisia capillaris for precocious puberty.
Evidence-based complementary and alternative medicine; TA Trinh, P Seung Chan, O Jihong, K Chang-Eop, K Ki Sung, Y Hwa-Seung, and L HyeLim.
The Exploratory Analysis on the Registry Data of Patients with Low Back Pain Applying Correlation Analysis Method.
Journal of Korean Medicine Rehabilitation 27 (4); P Chang-Hyun, P Mu-Sun, K Hyung-Suk, C Yun-Yeop, K Soon-Joong, K Youn-Suk, O Min-Seok, H Eui-Hyoung, S Byung-Cheul, K Chang-Eop, and S Yun-Kyung.
Beneficial effects of Panax ginseng for the treatment and prevention of neurodegenerative diseases: past findings and future directions.
Journal of Ginseng Research; KSK Ki Hyun Kim, Dahae Lee, Hye Lim Lee, Chang-Eop Kim, and Kiwon Jung.
An Encounter of Korean Medicine with Systems Biology.
Journal of Physiology & Pathodology in Korean Medicine 30 (6), 370-375; Kim Chang-eop, and Lee Choong-yeol
Guide to Learning Systems Biology for Korean Medicine Researchers.
Journal of Physiology & Pathodology in Korean Medicine 30 (6), 412-418; Kim Chang-eop.
Large-scale plastic changes of the brain network in an animal model of neuropathic pain.
Neuroimage 98, 203-215; CE Kim, YK Kim, G Chung, JM Jeong, DS Lee, J Kim, and SJ Kim.
Identifying neuropathic pain using 18F-FDG micro-PET: a multivariate pattern analysis.
Neuroimage 86, 311-316; CE Kim, YK Kim, G Chung, HJ Im, DS Lee, J Kim, and SJ Kim.
Detecting bladder fullness through the ensemble activity patterns of the spinal cord unit population in a somatovisceral convergence environment.
Journal of neural engineering 10 (5), 056009; JH Park, CE Kim, J Shin, C Im, CS Koh, IS Seo, SJ Kim, HC Shin
Network analysis of acupuncture points used in the treatment of low back pain.
Evidence-based complementary and alternative medicine; SH Lee, CE Kim, IS Lee, WM Jung, HG Kim, H Jang, SJ Kim, H Lee, HJ Park, and YB Chae.