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Prediction of a Panel of Programmed Cell Death Protein-1 (PD-1) Inhibitor–Sensitive Biomarkers Using Multiphase Computed Tomography Imaging Textural Features: Retrospective Cohort Analysis

Prediction of a Panel of Programmed Cell Death Protein-1 (PD-1) Inhibitor–Sensitive Biomarkers Using Multiphase Computed Tomography Imaging Textural Features: Retrospective Cohort Analysis

Dr Yan Jia issued the approval on July 22, 2022. As a retrospective study, the requirement for informed consent was waived. All personal identifiers were removed from the dataset before analysis, and access to raw data was strictly limited to authorized researchers. Confidentiality of participant information was maintained in accordance with the Declaration of Helsinki and relevant data protection regulations throughout the research process.

Shiqi Wang, Na Chai, Jingji Xu, Pengfei Yu, Luguang Huang, Quan Wang, Zhifeng Zhao, Bin Yang, Jiangpeng Wei, Xiangjie Wang, Gang Ji, Minwen Zheng

JMIR Cancer 2025;11:e67379

Artificial Intelligence–Enabled Facial Privacy Protection for Ocular Diagnosis: Development and Validation Study

Artificial Intelligence–Enabled Facial Privacy Protection for Ocular Diagnosis: Development and Validation Study

In their seminal work published in Nature Medicine, Yang et al [4] introduced the concept of a “Digital Mask” (DM) designed to protect patient privacy while preserving disease-relevant features critical for diagnosis. While this innovation represents a significant step forward in privacy preservation, Meeus et al [5] subsequently raised concerns about the reidentification risks associated with the DM.

Haizhu Tan, Hongyu Chen, Zhenmao Wang, Mingguang He, Chiyu Wei, Lei Sun, Xueqin Wang, Danli Shi, Chengcheng Huang, Anping Guo

J Med Internet Res 2025;27:e66873