EPSRC CDT in Healthcare Data Science
67 posts
@HDSCDT
The EPSRC Centre for Doctoral Training in Health & Healthcare Data Science trains the next generation of health-focused data scientists.
HDS CDT is now open to applications for autumn 2025 entry. We're offering opportunities for doctoral study and research in data science within the context of ethically-responsible health research. Apply here ➡️ox.ac.uk/admissions/gra…… Deadline: 3rd December 2024
📢 New Paper Alert! 📝 “TextCAVs: Debugging vision models using text” @imimicworkshop #MICCAI 2024 📄 arxiv.org/abs/2408.08652 💻 github.com/AngusNicolson/… Can we explain vision models using text embeddings? We show TextCAVs can debug models without any labelled data. 🧵(1/7)
Zhiyan will be presenting her work on "Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis" coming from our collaboration with @ndorms (Laura C. Coates) Read more: link.springer.com/chapter/10.100… @bdi_oxford @Oxford_NDPH @UniofOxford
💥 Happening in 10 days! 📷 @Francesco_dgv and @KKapusniak1 will talk about their recent paper on Metric Flow Matching (MFM), a novel generative approach using data-induced Riemannian metrics for more accurate interpolations. Hosted by @mmbronstein and @befcorreia 📅 Fri, Jul 05, 2024; 11am ET / 5pm CET / 8am PST Sign-up link in comments.
If data lives on a manifold, how do we design meaningful interpolations between marginals? We present Metric Flow Matching (MFM)… @PPotaptchik @TeoReu @leoeleoleo1 @AlexanderTong7 @mmbronstein @bose_joey @Francesco_dgv 🔗Dive in here: arxiv.org/abs/2405.14780 🧵 (1/12)
📢 New Paper Alert! 📝 "Explaining Explainability: Understanding Concept Activation Vectors" 📄arxiv.org/abs/2404.03713 What does it mean to represent a concept as a vector? We explore three key properties of concept vectors and how they can affect model interpretations. 🧵(1/5)
Very happy that HAPPY is published at @NatureComms! nature.com/articles/s4146… HAPPY is an AI pipeline for cell and micro-anatomical tissue analysis in placenta histology. The placenta has seen relatively little attention in AI for digital pathology and it’s time we change that 🧵
The Digital Health Horizons Summit (May 16th, Digital Hub) invites abstract submissions for lightning talks and/or poster presentations which showcase tech and healthcare, and which offer insights into the future of medicine and patient care. Details 👇 digitalhealthhorizons.com/event-details-…
📢⭐️ Excellent work by Ellie in our group @ockee99 - near meta-analysis of 192 ultrasound studies on hepatic schistosomiasis over 40 years. Identification of use cases, protocol applications, validation, & technology updates. WHO protocol updates needed! doi.org/10.1371/journa…
