DTMBIO

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7 October (Wed)

(Location: Osaka Univ Nakanoshima Center (7F A+B))

8:30 – 9:30	Registration
9:30 – 9:40	Welcome & Opening remark	Junho Kim
Session I: Genomic and Regulatory Modeling (DTMBIO Selected Papers) (Chair: Jaejoon Choi)
9:40 - 9:55	In silico design of bacterial terminators with targeted strength using interpretable hybrid modeling	Seojin Kim
9:55 - 10:10	Machine learning-based prioritization of disease-informative exon skipping events in Alzheimer's disease and progressive supranuclear palsy	Yeongmin Kim
10:10 - 10:25	Multimodal Machine Learning with Cell-Specific Regulatory Features for Single-Cell DNA Methylation Prediction	Thanmayee Yeluri
10:25 - 10:40	Break time
Keynote Talk I - Peter Koo (Chair: Yoonjoo Choi)
10:40 - 11:30	Interpretable Deep Learning for Gene Regulation and Sequence Function	Peter Koo (Cold Spring Harbor Laboratory)
Lunch Break
Session II: Advances in Genomics through Long-read Sequencing (Invited Speakers) (Chair: TBA)
13:00 - 13:20	Korean Pangenome Project and segmental duplications	Jun Kim (Chungnam National University)
13:20 - 13:40	Advanced mosaic mutation detection with multi-platform sequencing technologies	Yoo-Jin Jiny Ha (Hanyang University)
13:40 - 14:00	When One Reference Is Not Enough: Stress-Testing Long-Read Variant Analysis Beyond Diploidy	Yoshinori Fukasawa (Utsunomiya University)
14:00 - 14:30	Break time
Session III: Data-Driven Systems Biology of Health and Disease (Invited Speakers) (Chair: Dokyun Na)
14:30 - 14:50	Cancer Research Through the Integration of Omics and Machine Learning	Yosui Nojima (Nara Medical University)
14:50 - 15:10	Single cell multiomics identifies transcription factors driving murine T cell development	Diego Diez (The university of Osaka)
15:10 - 15:30	Bacterial Crosstalk in the Gut: Linking Microbial Networks to Host Health	Koji Hosomi (Osaka Metropolitan University)
15:30 - 15:50	Break time
Keynote Talk II - Sangwoo Kim (Chair: Junho Kim)
15:50 - 16:40	Genetic Mutations in Human Disease: From Mendelian Inheritance to Somatic Mosaicism	Sangwoo Kim (Yonsei University)
16:40 - 16:50	Closing address

8 October (Thu)

(Location: Osaka Univ Nakanoshima Center (7F A+B+C) )

8:30 – 9:00	Registration
Poster Session
9:00 – 10:20	Poster Session (Lighting talk)
10:20 – 10:30	Break time
Session I: Toxicity and Therapeutic Discovery (DTMBIO Selected Papers) (Chair: Jun Kim)
10:30 – 10:45	Mito-CAT: A Tri-modal Cross-Attention Network for Mitochondrial Toxicity Prediction	Jingyu Lee
10:45 – 11:00	HoME-Ames: Hierarchy of Multi-Gate Mixture-of-Experts for Strain-Panel Ames Mutagenicity Prediction	Myeonghyeon Jeong
11:00 – 11:15	Reference-Conditioned Combinatorial Target Prioritization from Herb-Level Network Proximity Gains	Hanjin Kim
11:15 – 11:30	Identifying Potential Phenotypic Effects of Natural Products and Their Origins for Alternative Source Discovery Using NPKG-GNN	Kowovi Comivi Alowonou
Lunch Break
Session II: Clinical and Biomedical AI (DTMBIO Selected Papers) (Chair: Sunyong Yoo)
13:00 – 13:15	Subgroup Heterogeneity after Local Adaptation of an Echocardiography Foundation Model for HFrEF	Sungwon Hwang
13:15 – 13:30	Peripheral immune marker and network associations with depressive symptoms across statistical approaches	Dawoon Kim
13:30 – 13:45	Lightweight CenterNet-OBB with Skeleton Auxiliary and Hardness Weighting for Chromosome Detection	Hoan Pham
13:45 – 14:00	Chronic disease classification using genetic and non-genetic health-related factors with machine learning in the Korea 4K cohort	Minkyung Choi
14:00 – 14:30	Break time
Session III - AI-Driven Computational Biology (Invited Speakers) (Chair: Dukyong Yoon)
14:30 – 14:50	Protein analysis from multimers to metagenomes	Milot Mirdita (Sungkyunkwan University)
14:50 – 15:10	Drug candidate discovery using machine learning	Giltae Song (Pusan National University)
15:10 – 15:30	Advancing the Scale of Synthetic Biology using machine-learning and big data analytics	Donghee Choe (Sungkyunkwan University)
15:30 – 15:40	Break time
Keynote Talk III - Natsume Yayoi (Chair: Sunjae Lee)
15:40 – 16:30	Transforming Clinical and Omics Data into Actionable Knowledge for Drug Discovery and Preventive Healthcare	Natsume Yayoi (the Artificial Intelligence Center for Health and Biomedical Research )
16:30 – 17:00	Closing Ceremony
Banquet (18:00 - 21:00) - Folk Kitchen @ Hilton Osaka

9 October (Fri)

(Internal workshop)

RLRC workshop

10:30 – 10:50	RLRC workshop Introduction	Sunyong Yoo
10:50 – 11:10	Digital Twin of the Cell: Multi-Omics Integration for Predictive Biology	Sunyong Yoo
11:10 – 11:30	From Multi-Omics Landscapes to Precision Medicine: Unveiling Hidden Regulatory Mechanisms of Disease	Sunjae Lee
11:30 – 13:00	Lunch Break

K-HOPE workshop

13:00 – 13:20	K-HOPE workshop Introduction	Sunyong Yoo
13:20 – 13:50	Single-Cell Multi-Modal Omics: Dissecting Cell-Specific Regulatory Networks in Heterogeneous Tissues	Junho Kim
13:50 – 14:20	Systems Toxicology: Multi-Omics Approaches to Predict Drug-Induced Cellular Stress	Jun Kim

11:00 – 12:00	Discussion and Review of Accounting Reports
13:00 – 14:00	Discussion on Organizer Configuration
14:00 – 15:00	Discussion on Committee Composition
15:00 – 16:00	Discussion on Program and Keynote Speaker of DTMBIO 2026

11:00 - 12:00	Discussion on Korea–Japan Collaboration in Bioinformatics
12:00 – 13:00	Lunch
13:00 – 15:00	Korea–Japan Bioinformatics Expert Exchange
15:00 - 16:00	Discussion on Joint Collaboration for the Next DTMBIO Conference

· 2026 ·

Schedule

Conference program

Program Schedule

Program Schedule