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Build an AI Error Explainer in Python
输入Python错误堆栈，AI自动分析原因并生成修复建议，告别手动排查
Stack traces are useful, but they are not always easy to act on quickly. When something breaks, you usually want more than the exception name. You wan…
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MEDLAYXPLAIN: Benchmarking the Expert-Lay Gap in Medical Vision-Language Models
新基准MEDLAYXPLAIN系统评估了33个医学视觉语言模型，揭示专家和外行在理解上的显著认知差距。
arXiv:2606.21194v1 Announce Type: cross Abstract: Medical Vision-Language Models (Med-VLMs) achieve strong expert-level performance, yet their ability…
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When LLMs Analyze Scars: From Images to Clinically-Meaningful Features
大语言模型跨界医学，从疤痕图像提取临床特征，AI辅助诊断迈出创新一步。
arXiv:2606.18063v1 Announce Type: cross Abstract: Medical image classification faces a fundamental dilemma: while deep learning models achieve remarka…
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SpeechDx: A Multi-Task Benchmark for Clinical Speech AI
多任务临床语音AI基准，助力医疗语音技术标准化评估。
arXiv:2606.17339v1 Announce Type: new Abstract: Speech offers a uniquely informative window into health by simultaneously engaging neurological, motor…
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Masked and Predictive Self-Supervised Foundation Models for 3D Brain MRI
AI+医学影像新突破：自监督基础模型精准分析3D脑部MRI，助力疾病诊断
arXiv:2606.13315v1 Announce Type: new Abstract: Self-supervised foundation models have shown strong promise in medical imaging. However, existing MRI …
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Mental-R1: Aligning LLM Reasoning for Mental Health Assessment
新方法Mental-R1通过对齐LLM推理，显著提升心理健康评估的准确性与可靠性
arXiv:2606.13176v1 Announce Type: new Abstract: Mental health problems such as anxiety, depression, and suicide remain urgent global challenges, where…
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BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine
多模态大语言模型BreastGPT覆盖乳腺癌临床全流程，精准赋能医疗诊断与治疗辅助。
arXiv:2606.04911v1 Announce Type: cross Abstract: Breast cancer remains a leading cause of cancer-related mortality among women. Its clinical manageme…
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Cohort-Scale Neural Atlases of Ultrasound Video
利用神经网络构建大规模超声视频图谱，推动医学影像分析迈向精细化与自动化。
arXiv:2606.00890v1 Announce Type: new Abstract: Ultrasound is the most widely used real-time imaging modality in clinical practice, yet per-frame vide…
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AI and simple blood tests could catch lung cancer earlier
AI结合简单血液检测，有望实现肺癌更早筛查，提升生存率。
Nature, Published online: 27 May 2026; doi:10.1038/d41586-026-01456-1 Lung cancer screening is not currently available to a lot of people in the Unite…
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A Multi-Probe Audit of Clinical-Interview Depression Detection Benchmarks
四种互补探针审计临床访谈抑郁检测基准，揭示DAIC/E-DAIC和CMD等评估的潜在缺陷，推动更可靠的AI心理健康诊断。
arXiv:2605.23977v1 Announce Type: new Abstract: This paper audits benchmark evaluation in clinical-interview depression detection through four complem…
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Transforming Digital Pathology with AI
顶级医学期刊揭示AI如何颠覆数字病理诊断，从效率到准确性全面革新。
Article URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(26)00049-X/fulltext Comments URL: https://news.ycombinator.com/item?id=48…