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Achievement: Pull SharkAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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Flaick/README.md

I am a Ph.D. student of the Computational Analysis and Modeling of Medical Activities (CAMMA) led by Prof. Nicolas PADOY and Computer Aided Medical Procedures (CAMP) led by Prof. Nassir NAVAB. I am interested in AI in interventional healthcare. My recent works focus on the multi-modal solution for versatile surgical scene understanding and reasoning.

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  1. CAMMA-public/PeskaVLP CAMMA-public/PeskaVLP Public

    [NeurIPS'24 Spotlight] Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation

    Python 5 2

  2. CAMMA-public/SurgVLP CAMMA-public/SurgVLP Public

    [MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures

    Python 70 4

  3. CAMMA-public/SSG-VQA CAMMA-public/SSG-VQA Public

    [IPCAI'24 Best Paper] Advancing Surgical VQA with Scene Graph Knowledge

    Python 45 1

  4. CAMMA-public/Surg-FTDA CAMMA-public/Surg-FTDA Public

    [IPCAI '25 ML Award] Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis

    Python 8 2

  5. Surgical-Workflow-Anticipation Surgical-Workflow-Anticipation Public

    [MedIA'22] Anticipation for surgical workflow through instrument interaction and recognized signals

    Python 17 1

  6. VNet VNet Public

    Segmentation of Kidney and Tumor Competition A Pytorch implementation for <V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation>

    Python 25 9