Skip to content
View youssefassis's full-sized avatar
🐛
🐛
6 followers · 19 following

Achievements

Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLO

Block or report youssefassis

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
youssefassis/README.md

Youssef Assis

Machine learning engineer, PhD. Computer vision for healthcare.

R&D engineer at DentalMonitoring, Paris — predictive models for dental care. Before that, a PhD at Inria Nancy and CHRU Nancy on detecting intracranial aneurysms in MR angiography.

I work on 3D detection and segmentation in medical images, on how clinicians review and override model output, and on what it takes to move a model from training to regulatory clearance and production monitoring: V&V, non-inferiority study design, PCCP, QMS, drift.

Work

Research

  • AI–radiologist collaboration — Journal of Neuroradiology, 2025 · paper
  • Automated aneurysm detection — IJCARS, 2024 · paper
  • Anchor-free 3D pose estimation — MICCAI, 2023 (STAR award) · paper
  • 3D segmentation under class imbalance — MICCAI DALI workshop, 2021 · paper
  • PhD thesis, Université de Lorraine, 2024 · manuscript

Website · Google Scholar · LinkedIn

Pinned Loading

  1. classify-justify classify-justify Public

    Train a surface-defect classifier, explain it with 17 attribution methods, and measure whether the explanations can be trusted.

    Python

  2. slicer-aneurysm-review slicer-aneurysm-review Public

    Review AI-detected aneurysm candidates in 3D Slicer — verdicts, rejection reasons, sign-off and provenance for clinical validation studies.

    Python

  3. slicer-weak-annotation slicer-weak-annotation Public

    Weakly annotate aneurysms in 3D Slicer with two clicks — a sphere from a pair of points, for building detection datasets without segmentation.

    Python

  4. travel-planner travel-planner Public

    A travel planner that returns the whole trip — route, day-by-day itinerary, transport, budget and carbon — generated in the browser, with no backend and no API keys.

    TypeScript