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| Toward Human-centered XAI in Practice: A survey 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770 作者: Xiangwei Kong; Shujie Liu; Luhao Zhu Adobe PDF(1550Kb)  |  收藏  |  浏览/下载:11/1  |  提交时间:2024/07/18 Artificial intelligence (AI) application explainable AI (XAI) human-centered design visual computing medical diagnosis |
| Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文 Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480 作者: Rixing Jing; Pindong Chen; Yongbin Wei; Juanning Si; Yuying Zhou; Dawei Wang; Chengyuan Song; Hongwei Yang; Zengqiang Zhang; Hongxiang Yao; Xiaopeng Kang; Lingzhong Fan; Tong Han; Wen Qin; Bo Zhou; Tianzi Jiang; Jie Lu; Ying Han; Xi Zhang; Bing Liu; Chunshui Yu; Pan Wang; Yong Liu Adobe PDF(3939Kb)  |  收藏  |  浏览/下载:30/9  |  提交时间:2024/07/09 |
| A Portable Robot-Assisted Device With Built-In Intelligence for Autonomous Ultrasound Acquisitions in Follow-Up Diagnosis 期刊论文 IEEE Transactions on Instrumentation and Measurement, 2024, 卷号: 73, 页码: 1-10 作者: Deng ZK(邓兆锟); Hou XL(侯西龙); Chen C(陈晨); Gu XL(谷晓林); Hou ZG(侯增广); Wang SY(王双翌) Adobe PDF(6984Kb)  |  收藏  |  浏览/下载:25/11  |  提交时间:2024/06/25 Robots Ultrasonic imaging Probes Robot sensing systems Robot kinematics Force Safety Autonomous US acquisition medical ultrasound (US) reinforcement learning (RL) US robotic device |
| SkinFormer: Learning Statistical Texture Representation With Transformer for Skin Lesion Segmentation 期刊论文 IEEE Journal of Biomedical and Health Informatics, 2024, 页码: 1-12 作者: Xu RT(许镕涛); Wang CW(王常维); Zhang JG(张吉光); Xu SB(徐士彪); Meng WL(孟维亮); Zhang XP(张晓鹏) Adobe PDF(5180Kb)  |  收藏  |  浏览/下载:34/7  |  提交时间:2024/06/25 |
| Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文 Machine Intelligence Research, 2023, 页码: 1-31 作者: Fenyu Hu; Dingshuo Chen; Qiang Liu; Shu Wu Adobe PDF(5659Kb)  |  收藏  |  浏览/下载:31/11  |  提交时间:2024/06/21 |
| Molecular Contrastive Pretraining with Collaborative Featurizations 期刊论文 Journal of Chemical Information and Modeling (JCIM), 2024, 卷号: 64, 期号: 4, 页码: 1112–1122 作者: Yanqiao Zhu; Dingshuo Chen; Yuanqi Du; Yingze Wang; Qiang Liu; Shu Wu Adobe PDF(1868Kb)  |  收藏  |  浏览/下载:27/9  |  提交时间:2024/06/21 |
| A greedy regularized block Kaczmarz method for accelerating reconstruction in magnetic particle imaging 期刊论文 Physics in Medicine & Biology, 2024, 页码: 无 作者: Yusong Shen; Zhang LW(张利文); Hui Zhang; Yimeng Li; Jing Zhao; Jie Tian; Guanyu Yang; Hui Hui Adobe PDF(1377Kb)  |  收藏  |  浏览/下载:41/15  |  提交时间:2024/06/21 |
| Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction 期刊论文 IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 卷号: 36, 期号: 4, 页码: 1773-1784 作者: Liping Wang; Qiang Liu; Mengqi Zhang; Yaxuan Hu; Shu Wu; Liang Wang Adobe PDF(2088Kb)  |  收藏  |  浏览/下载:38/14  |  提交时间:2024/06/21 Medical diagnostic imaging Knowledge graphs Ontologies Codes Data models Predictive models Graph neural networks Diagnosis prediction electronic health record knowledge graph relational graph neural network |
| An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文 Medical Image Analysis, 2022, 页码: 102413 作者: Miin Zhao; Weizheng Yan; Na Luo; Dongmei Zhi; Zening Fu; Yuhui Du; Shan Yu; Tianzi Jiang; Vince D. Calhoun; Jing Sui Adobe PDF(3010Kb)  |  收藏  |  浏览/下载:58/24  |  提交时间:2024/06/17 |
| PSSGAN: Towards spectrum shift based perceptual quality enhancement for fluorescence imaging 期刊论文 Computerized Medical Imaging and Graphics, 2023, 页码: 102216 作者: Fu LD(符礼丹); Lu BC; Tian J; Hu ZH Adobe PDF(3460Kb)  |  收藏  |  浏览/下载:41/11  |  提交时间:2024/06/13 |