Yutao Dou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Unsupervised Learning

Early Detection

Transfer Learning

Histopathology Images

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Tianjiao Wan, Yutao Dou, Kele Xu, Zijian Gao, Bo Ding, Dawei Feng, Huaimin Wang
Temporal Inconsistency-Based Active Learning. ICASSP (2024)
Dazheng Liu, Wenjuan Liu, Liangrui Pan, Yutao Dou, Jianping Wu
Optimization of the parallel semi-Lagrangian scheme to overlap computation with communication based on grouping levels in YHGSM. CCF Trans. High Perform. Comput. 6 (1) (2024)
Yutao Dou, Wei Li, Yucen Nan, Yidi Zhang, Shaoliang Peng
Feature augmentation and semi-supervised conditional transfer learning for early detection of sepsis. Comput. Biol. Medicine 165 (2023)
Yutao Dou, Yangtao Zheng, Dazheng Liu, Keqin Li, Sheng Xiao, Shaoliang Peng
ParaMET: A Parallel Framework for Efficient Medical Data Extraction on Tianhe-NG Supercomputer. BIBM (2023)
Liangrui Pan, Yutao Dou, Zhichao Feng, Liwen Xu, Shaoliang Peng
LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images. CoRR (2023)
Liangrui Pan, Dazhen Liu, Yutao Dou, Lian Wang, Zhichao Feng, Pengfei Rong, Liwen Xu, Shaoliang Peng
Multi-Head Attention Mechanism Learning for Cancer New Subtypes and Treatment Based on Cancer Multi-Omics Data. CoRR (2023)
Yutao Dou, Zhengyu Liu, Xiongjun Zhao, Kun Xie, Guo Chen, Shaoliang Peng
An Attention-based Label Mapping and Multi-factor Domain Adaptation Approach for ACS Prediction. BIBM (2023)
Yutao Dou, Wei Li, Albert Y. Zomaya
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract). AAAI (2022)
Deshan Zhou, Shaoliang Peng, Dong-Qing Wei, Wu Zhong, Yutao Dou, Xiaolan Xie
LUNAR : Drug Screening for Novel Coronavirus Based on Representation Learning Graph Convolutional Network. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)