The DL4BBDA workshop has received several submissions. Only 8 papers have been accepted by the technical program committee.
______________________________
DL4BBDA 2025 Accepted Papers
Paper ID: BigD700
Title: A Preoperative Data Sentenceization Method for Postoperative Major Adverse Cardiovascular Event Prediction
Authors: Yuelin Luo, Yaqiang Wang, Xiran Peng, Ruihao Zhou, Guo Chen, Xuechao Hao, and Tao Zhu
Paper ID: BigD678
Title: Informative instances are more important: Hard-constrained data generation for augmenting postoperative pulmonary complication prediction
Authors: Qilin Li, Yaqiang Wang, Weiyi Zhang, Guo Chen, Xuechao Hao, and Tao Zhu
Paper ID: BigD496
Title: Semantic Dual-Decomposition Unfolding Network for Multi-Modality Medical Image Segmentation
Authors: Jinjing Zhang, Pinle Qin, Jianchao Zeng, Lijun Zhao, and Xiaoyu Feng
Paper ID: S48205
Title: Ontology for Newborn Screening: Towards a Knowledge Graph for Sickle Cell Disease
Authors: Kpangni Alex Jérémie Koua, Bara Diop, Mamadou Diop, Lamine Diop, and Cheikh Talibouya Diop
Paper ID: S48204
Title: Hybrid Learning Paradigm for Automatic Electrocardiograph Heartbeat Anomaly Detection
Authors: Abdelhafid Zeroual, Amir Benzaoui, et al.
Paper ID: S48202
Title: Large Language Models for Bioinformatics: Applications and Challenges
Authors: Wenxi Zhu, Wensheng Gan, Zhenlian Qi, and Philip S. Yu
Paper ID: S48203
Title: Dynamic Retrieval Strategy for Summarizing Doctor–Patient Dialogues with RAG
Authors: Yiwen Shi and Xiaohua Hu
Paper ID: S48201
Title: Unlocking Decoder-Only Pre-Trained Models for Clinical Protein Sequence Prediction with Conditional Random Fields
Authors: YuTian Yang, ZhaoXin Gan, and WeiLong Wu
