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Learning interpretable binary codes via semantic alignment for customized image retrieval 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 172, 页码: 14
作者:  Qiao, Shishi;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：36/0  |  提交时间：2025/12/03
Image retrieval  Hashing  Interpretability  Semantic alignment  
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:  Yan, Rui;  Zhang, Xueyuan;  Jiang, Zihang;  Wang, Baizhi;  Bian, Xiuwu;  Ren, Fei;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Pathology  Cancer  Transformers  Feature extraction  Data models  Biological system modeling  Analytical models  Deep learning  Semantics  Multimodal transformer  model interpretability  survival analysis  pathological image analysis  gene expression  gene expression  
Explainability for Large Language Models: A Survey 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 38
作者:  Zhao, Haiyan;  Chen, Hanjie;  Yang, Fan;  Liu, Ninghao;  Deng, Huiqi;  Cai, Hengyi;  Wang, Shuaiqiang;  Yin, Dawei;  Du, Mengnan
收藏  |  浏览/下载：53/0  |  提交时间：2024/12/06
Explainability  interpretability  large language models  
Towards interpretable imaging genomics analysis: Methodological developments and applications 期刊论文
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:  Cen, Xiaoping;  Dong, Wei;  Lv, Wei;  Zhao, Yi;  Dubee, Fred;  Mentis, Alexios-Fotios A.;  Jovic, Dragomirka;  Yang, Huanming;  Li, Yixue
收藏  |  浏览/下载：90/0  |  提交时间：2023/12/04
Interpretability  Imaging genomics  Genotype -phenotype association  Precision medicine  
Multi-feature fusion deep networks 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 164-171
作者:  Ma, Gang;  Yang, Xi;  Zhang, Bo;  Shi, Zhongzhi
收藏  |  浏览/下载：97/0  |  提交时间：2019/12/13
Deep networks  Denoising autoencoder  Interpretability  Discriminativeness