Working at microsoft research health futures. Interested in causal representation learning and generative modelling applied to medical data.https://bsky.app/profile/maxilse.bsky.socialhttps://bsky.app/profile/maxilse.bsky.social/post/3lzijayzqic2w🩻Excited to share our latest preprint: “Data Scaling Laws for Radiology Foundation Models” Foundation vision encoders like CLIP and DINOv2 have transformed general computer vision, but what happens when we scale them for medical imaging? 📄 Read the full preprint here: arxiv.org/abs/2509.12818 https://arxiv.org/abs/2509.1281823 Sep 2025 08:34 +0000at://did:plc:asp7yei63wbjw72tkq3eget5/app.bsky.feed.post/3lzijayzqic2whttps://bsky.app/profile/maxilse.bsky.social/post/3lnzeuvhdus2nWhat a damning abstract [contains quote post or other embedded content]30 Apr 2025 08:29 +0000at://did:plc:asp7yei63wbjw72tkq3eget5/app.bsky.feed.post/3lnzeuvhdus2nhttps://bsky.app/profile/maxilse.bsky.social/post/3ld3zxhfqes2wKudos to @blackhc.bsky.social for calling out this neurips oral: https://openreview.net/forum?id=0NMzBwqaAJ for not giving the rho-loss paper (arxiv.org/abs/2206.07137) the recognition it deserves!12 Dec 2024 10:14 +0000at://did:plc:asp7yei63wbjw72tkq3eget5/app.bsky.feed.post/3ld3zxhfqes2whttps://bsky.app/profile/maxilse.bsky.social/post/3lbxchcy5ac2kThis is just sad [contains quote post or other embedded content]27 Nov 2024 19:38 +0000at://did:plc:asp7yei63wbjw72tkq3eget5/app.bsky.feed.post/3lbxchcy5ac2khttps://bsky.app/profile/maxilse.bsky.social/post/3lbetwpeyxh23Following the example of @sedielem.bsky.social I will repost some content: Our latest work is using image editing via diffusion to stress-test biomedical vision models. paper: arxiv.org/abs/2312.12865 code and model weights: https://huggingface.co/microsoft/radedit blog: https://www.microsoft.com/en-us/research/blog/stress-testing-biomedical-vision-models-with-radedit-a-synthetic-data-approach-for-robust-model-deployment/ https://arxiv.org/abs/2312.1286520 Nov 2024 11:30 +0000at://did:plc:asp7yei63wbjw72tkq3eget5/app.bsky.feed.post/3lbetwpeyxh23