Special Issue on Open and Interpretable AI in Computational Pathology

Special Issue on Open and Interpretable AI in Computational Pathology 150 150 Journal of Biomedical and Health Informatics (JBHI)

In this issue, vol. 27, issue 4, April 2023, 12 papers are published related to the Special Issue on Open and Interpretable AI in Computational Pathology.

Brain age prediction with improved least squares twin SVR.
Ganaie, M.A.; Tanveer, M.; beheshti, iman.

Vision-Language Transformer for Interpretable Pathology Visual Question Answering.
Naseem, Usman; Khushi, Matloob; Kim, Jinman.

Trustworthy Deep Neural Network for Inferring Anticancer Synergistic Combinations.
Alsherbiny, Muhammad; Radwan, Ibrahim; Moustafa, Nour.

Two path gland segmentation algorithm of colon pathological image based on local semantic guidance.
Ding, Songtao; Wang, Hongyu; Lu, Hu; Nappi, Michele; Wan, Shaohua.

Multi-Aspect Deep Active Attention Network for Healthcare Explainable Adoption.
Ahmed, Usman; Lin, Jerry Chun-Wei; Srivastava, Gautam

Brain Functional Network Topology in Autism Spectrum Disorder: A Novel Weighted Hierarchical Complexity Metric for Electroencephalogram.
Wadhera, Tanu; Mahmud, Mufti.

Meta-probability Weighting for Improving Reliability of DNNs to Label Noise.
Wang, Zhen; Jin, Shuo; Li, Linhao; Dong, Yongfeng; Hu, Qinghua.

Contrastive Learning for Prediction of Alzheimers Disease Using Brain 18F-FDG PET.
Chen, Yonglin; Wang, Huabin; Zhang, Gong; Liu, Xiao; Huang, Wei; Han, Xianjun; Li, Xuejun; Martin, Melanie; Tao, Liang.

Classification of the Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features.
Calik, Nurullah; Albayrak, Abdulkadir; Akhan, Asli; Turkmen, Ilknur; Capar, Abdulkerim; Toreyin, Behcet Ugur; Bilgin, Gokhan; Muezzinoglu, Bahar; Durak-Ata, Lutfiye.

Interpretability and optimisation of convolutional neural networks based on sinc-convolution.
Habib, Ahsan; Karmakar, Chandan; Yearwood, John.

3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning.
Shao, Di; Lu, Xuequan; Liu, Xiao.

Development of Prognostic Biomarkers by TMB-Guided WSI Analysis: A Two-Step Approach.
Tian, Jie; Liu, Xiangyu; Liu, Zhenyu; Yan, Ye; Wang, Kai; Wang, Aodi; Ye, Xiongjun; Wang, Liwei; Wei, Wei; Li, Bao; Sun, Caixia; Zhu, Xuehua; Liu, Zenan; Liu, Jiangang; Lu, Jian.