The current status and future prospects of artificial intelligence education in residency training

Digital Learning Innovations Volume 10 - 2025 | https://doi.org/10.3389/feduc.2025.1713676 The current status and future prospects of artificial intelligence education in residency training H Z Hongsen Zhang † ‡ K Q Kun Qian † ‡ J W Jing Wang ‡ * C Z Chuansheng Zheng ‡ * Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China Article metrics View details Abstract With the rapid advancement of artificial intelligence (AI) technology, its applications in medicine
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How AI Grades Handwritten Math (And Where It Still Struggles)
AI grades handwritten math by reading the page with specialized handwriting recognition, then evaluating each step of a solution rather than just the final answer. Here is how that pipeline works and where it still breaks down.
What AI Grading Analytics Reveal About Learning Gaps
AI grading analytics turn a pile of scores into concept-level diagnoses, showing exactly where a class or student is stuck. Here is how educators can read that data and act on it.
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