In this issue, vol. 25, issue 7, July 2021, 10 papers are published related to the Special Issue on Explainable AI for Clinical and Population Health Informatics. Please click here to view them, with link in IEEE XPLORE.
- COVID-19 Automatic Diagnosis with Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks
Shi, Wenqi; Tong, Li; Zhu, Yuanda; Wang, May Dongmei - Interpretable and Lightweight 3-D Deep Learning Model For Automated ACL Diagnosis
Jeon, YoungSeok; Watanabe, Atsuya; Hagiwara, Shigeo; Yoshino, Kensuke; Yoshioka, Hiroshi; Quek, Swee Tian; Feng, Mengling - A Comprehensive Explanation Framework for Biomedical Time Series Classification
Ivaturi, Praharsh; Gadaleta, Matteo; Pandey, Amitabh; Pazzani, Michael; Steinhubl, Steven; Quer, Giorgio - Efficient and Explainable Risk Assessments for Imminent Dementia in an Aging Cohort Study
Beebe-Wang, Nicasia; Okeson, Alex; Althoff, Tim; Lee, Su-In - Mining pre-surgical patterns able to discriminate post-surgical outcomes in the oncological domain
Alexandre, Leonardo; Costa, Rafael; Santos, Lúcio; Henriques, Rui - Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series
Wickstrøm, Kristoffer; ØyvindMikalsen, Karl; Kampffmeyer, Michael; Revhaug, Arthur; Jenssen, Robert - Predicting Recurrence for Patients with Ischemic Cerebrovascular Events Based on Process Discovery and Transfer Learning
Xu, Haifeng; Pang, Jianfei; Zhang, Weiliang; Li, Xuemeng; Li, Mei; Zhao, Dongsheng - Modeling texture in deep 3D CNN for survival analysis
Chaddad, Ahmad; Sargos, Paul; Desrosiers, Christian - EHR-oriented Knowledge Graph System: Toward Efficient Utilization of Non-used Information Buried in Routine Clinical Practice
Shang, Yong; Tian, Yu; Zhou, Min; Zhou, Tianshu; Lyu, Kewei; Wang, Zhixiao; Xin, Ran; Liang, Tingbo; Zhu, Shiqiang; Li, Jingsong - A computational method for learning disease trajectories from partially observable EHR data
Oh, Wonsuk; Steinbach, Michael; Castro, M. Regina; Peterson, Kevin A.; Kumar, Vipin; Caraballo, Pedro J.; Simon, Gyorgy