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From Molecules to Meaning: Agentic AI for Health

Dr. Robail Yasrab is a Senior Researcher at the MRC Biostatistics Unit, University of Cambridge and a Visiting Researcher at Oxford’s Institute of Biomedical Engineering. He develops agentic AI and biomedical foundation models that fuse multi-omics, genomics, clinical text, and imaging into explainable decision support and deployable diagnostics.

Agentic AI Biomedical FMs Multi-omics Clinical NLP Medical Imaging Explainability

Grants & Programmes

KAMAL Health — Knowledge-Augmented Multi-Modal Arabic LLMs for Healthcare

Lead/Coordinator. 1.5M AED Dubai Future Foundation award (2025–). Building bilingual (Arabic/English), knowledge-augmented medical LLMs.

Dubai RDI · University of Birmingham · Ruchit Agrawal

Wellcome Leap — In Utero (2023–)

Contributing to scalable measurement and modelling in pregnancy.

wellcomeleap.org

Key Projects

PULSE

ERC-funded programme modelling expert sonographer behaviour using ultrasound, eye-tracking, and probe-motion data to power next-gen assistive interpretation.

Project page

RootNav 2.0

Co-created deep-learning tool for plant phenotyping; open-source and widely used.

GitHub

Resume

Experience

Senior Researcher · MRC Biostatistics Unit, University of Cambridge

2023 — Present

Visiting Researcher · Institute of Biomedical Engineering, University of Oxford

2023 — Present

Postdoctoral Research Assistant · Biomedical Image Analysis Group, University of Oxford

2020 — 2023

Research Fellow · Computer Vision Lab, University of Nottingham

2018 — 2020

Postdoctoral Researcher · USTC

2017 — 2018

Education & Training

University of Oxford, UK

2021 — 2022 · Researcher Strategy Consultancy Programme

USTC, China

2014 — 2018 · PhD in Advanced Machine Learning · CAS-TWAS President’s Fellowship (2014)

Gothenburg, Sweden

2012 — 2014 · MSc in Computer Science & Engineering (Algorithms & ML)

Selected Publications & Open-source

Automated Analysis of First-Trimester Ultrasound

IEEE Transactions on Medical Imaging. End-to-end modelling of fetal ultrasound video, workflow, and eye-tracking.

Paper · PMC

RootNav 2.0 — Deep Learning for Plant Phenotyping

GigaScience. Widely used open-source tool for automatic navigation of complex root architectures.

Paper · GitHub

Also published in Medical Image Analysis, ECCV/ISBI. Teaching: Medical Image Processing, Signals & Systems/DSP, Embedded ML, AI for Biomedical Systems.

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