{"type":"post","id":"beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014","slug":"beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014","title":"Beats supervised, BiomedCLIP, and CheXagent baselines on MIMIC-CXR, CheXpert, and PadChest.","description":"A revised paper, “Structure is Supervision: Multiview Masked Autoencoders for Radiology,” describes MVMAE, a self-supervised pretraining framework for radiology studies with multiple image views.","retrieval_nugget":"A revised paper, “Structure is Supervision: Multiview Masked Autoencoders for Radiology,” describes MVMAE, a self-supervised pretraining framework for radiology studies with multiple image views.","published_at":"2026-10-23","updated_at":"2026-10-23","record_date":"2026-10-23","date_kind":"published_at","topics":["multimodal","models"],"entities":["MVMAE","MVMAE-V2T","MIMIC-CXR","CheXpert","PadChest","BiomedCLIP","CheXagent"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Introduces MVMAE and MVMAE-V2T, reporting that they outperform supervised and vision-language baselines on three chest X-ray datasets; the prior covers a different X-ray research system.","prior_refs":["memory:0dc7cef9-078c-80aa-a101-2212de66dbf8"],"source_url":"https://arxiv.org/abs/2511.22294","source_urls":["https://arxiv.org/abs/2511.22294"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014/","markdown":"https://newruntime.com/posts/beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014.md","json":"https://newruntime.com/posts/beats-supervised-biomedclip-and-chexagent-baselines-on-mimic-1a7014.json"},"next_reads":[{"type":"topic","path":"/topics/multimodal/","url":"https://newruntime.com/topics/multimodal/","title":"Multimodal","reason":"Explore the multimodal topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/multimodal.md","json_url":"https://newruntime.com/topics/multimodal.json"},{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}