LUNAR : Drug Screening for Novel Coronavirus Based on Representation Learning Graph Convolutional Network. - Deshan Zhou; Shaoliang Peng; Dong-Qing Wei; Wu Zhong; Yutao Dou; Xiaolan Xie (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract). - Yutao Dou; Wei Li 058; Albert Y. Zomaya (AAAI, 2022)

An Attention-based Label Mapping and Multi-factor Domain Adaptation Approach for ACS Prediction. - Yutao Dou; Zhengyu Liu; Xiongjun Zhao; Kun Xie; Guo Chen; Shaoliang Peng (BIBM, 2023)

ParaMET: A Parallel Framework for Efficient Medical Data Extraction on Tianhe-NG Supercomputer. - Yutao Dou; Yangtao Zheng; Dazheng Liu; Keqin Li 001; Sheng Xiao; Shaoliang Peng (BIBM, 2023)

Multi-Head Attention Mechanism Learning for Cancer New Subtypes and Treatment Based on Cancer Multi-Omics Data. - Liangrui Pan; Dazhen Liu; Yutao Dou; Lian Wang; Zhichao Feng; Pengfei Rong; Liwen Xu; Shaoliang Peng (CoRR, 2023)

LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images. - Liangrui Pan; Yutao Dou; Zhichao Feng; Liwen Xu; Shaoliang Peng (CoRR, 2023)

Feature augmentation and semi-supervised conditional transfer learning for early detection of sepsis. - Yutao Dou; Wei Li 035; Yucen Nan; Yidi Zhang; Shaoliang Peng (Comput. Biol. Medicine, 2023)

Autonomous Pharmaceutical Care with Large Language Models. - Yutao Dou; Zike Deng; Tao Xing; Jian Xiao; Shaoliang Peng (BIBM, 2024)

EMO-Mamba: Multimodal Selective Structured State Space Model for Depression Detection. - Tao Xing; Yutao Dou; Xiaolan Xie; Jiansong Zhou; Xianliang Chen; Shaoliang Peng (BIBM, 2024)

Temporal Inconsistency-Based Active Learning. - Tianjiao Wan; Yutao Dou; Kele Xu; Zijian Gao; Bo Ding; Dawei Feng; Huaimin Wang (ICASSP, 2024)

Report-Concept Textual-Prompt Learning for Enhancing X-ray Diagnosis. - Xiongjun Zhao; Zhengyu Liu; Fen Liu; Guanting Li; Yutao Dou; Shaoliang Peng (ACM Multimedia, 2024)

PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision. - Yutao Dou; Huimin Yu; Wei Li; Jingyang Li; Fei Xia; Jian Xiao (NeurIPS, 2024)

Quick-MIMIC: A Multimodal Data Extraction Pipeline for MIMIC with Parallelization. - Yutao Dou; Wei Li; Yangtao Zheng; Xiaojun Yao; Huanxiang Liu; Albert Y. Zomaya; Shaoliang Peng (Big Data Min. Anal., 2024)

Optimization of the parallel semi-Lagrangian scheme to overlap computation with communication based on grouping levels in YHGSM. - Dazheng Liu; Wenjuan Liu; Liangrui Pan; Yutao Dou; Jianping Wu (CCF Trans. High Perform. Comput., 2024)

DepMambaformer: Integrating Bidirectional State Space Duality Model with Multimodal Attention for Depression Detection. - Changfeng He; Yutao Dou; Fan Liu; Xiaoping Wang; Shaoliang Peng (ISBRA (1), 2025)

Spatio-temporal masked autoencoder-based phonetic segments classification from ultrasound. - Xi Dan; Kele Xu; Yihang Zhou; Chuanguang Yang; Yihao Chen; Yutao Dou; Cheng Yang 004 (Speech Commun., 2025)

ShennongMGS: An LLM-based Chinese Medication Guidance System. - Yutao Dou; Yuwei Huang; Xiongjun Zhao; Haitao Zou; Jiandong Shang; Ying Lu; Xiaolin Yang; Jian Xiao; Shaoliang Peng (ACM Trans. Manag. Inf. Syst., 2025)

SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis. - Liangrui Pan; Xiaoyu Li; Yutao Dou; Qiya Song; Jiadi Luo; Qingchun Liang; Shaoliang Peng (CoRR, 2025)