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@MMIV-ML The machine learning research group at Mohn Medical Imaging and Visualization Center

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    26 repositories

    • BMED365-2025

      Public
      Computational imaging, modeling and AI in biomedicine (BMED365) - course material 2025
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jan 31, 2025Jan 31, 2025

    • ELMED219-2025

      Public
      Artificial intelligence and computational medicine (ELMED219) - course material 2025
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Jan 28, 2025Jan 28, 2025

    • ELMED219

      Public
      Artificial intelligence and computational medicine (ELMED219) - course material 2019-2025
      MIT License
      •2•1•0•0•Updated Jan 1, 2025Jan 1, 2025

    • BMED365

      Public
      Computational imaging, modeling and AI in biomedicine (BMED365) - course material 2024
      MIT License
      •0•0•0•0•Updated Dec 28, 2024Dec 28, 2024

    • BMED365-2024

      Public
      Computational imaging, modeling and AI in biomedicine (BMED365) - course material 2024
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 28, 2024Dec 28, 2024

    • ELMED219-2024

      Public
      Artificial intelligence and computational medicine (ELMED219) - course material 2024
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 28, 2024Dec 28, 2024

    • ChatGPT-MedFakDagen-20230419

      Public
      ChatGPT på Fakultetets dag ved Det medisinske fakultet 19. april 2023 - Hva er ChatGPT og hvordan fungerer det?
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Nov 10, 2024Nov 10, 2024

    • helseveileder

      Public
      Data og analyse av resultater fra undersøkelsen "En komparativ studie av GPT-4 og legers svar på helserelaterte spørsmål"
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Oct 14, 2024Oct 14, 2024

    • fastMONAI

      Public
      Simplifying deep learning for medical imaging
      deeplearningmedicalimaging
      Jupyter Notebook
      •
      Apache License 2.0
      •17•96•4•0•Updated Jul 9, 2024Jul 9, 2024

    • Lung-CT-fastai-2020

      Public
      Code to reproduce the results in "Pulmonary nodule classification in lung cancer from 3D thoracic CT scans"
      Jupyter Notebook
      •2•9•0•0•Updated Sep 25, 2023Sep 25, 2023

    • BRIEF-IBS

      Public
      Code and data accompanying the paper "Assessment of self-reported executive function in irritable bowel syndrome using a machine learning framework" J. Clin. Med. 2023;12:3771
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated May 31, 2023May 31, 2023

    • presimal2022

      Public
      Material from a workshop in the PRESIMAL Autumn Research School 2022
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•3•0•0•Updated Mar 14, 2023Mar 14, 2023

    • ELMED219-2023

      Public
      Material for the 2023 version of the course ELMED219, UiB and HVL
      Jupyter Notebook
      •0•0•0•0•Updated Jan 23, 2023Jan 23, 2023

    • ORE_Psych_ML_IBS

      Public
      Code accompanying "A psychological symptom based machine learning model for clinical evaluation of irritable bowel syndrome"
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Dec 18, 2022Dec 18, 2022

    • cervical-cancer-segmentation-2022

      Public
      Jupyter Notebook
      •1•0•1•0•Updated Nov 7, 2022Nov 7, 2022

    • nordoc2022

      Public
      Material from the lecture and workshop on deep learning in medical imaging during NorDoc 2022
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 17, 2022Jun 17, 2022

    • HVL-MMIV-DLN-AI-2022

      Public
      Course website for the 2022 version of the DLN course "A hands-on course on artificial intelligence in computational biotechnology and medicine"
      Jupyter Notebook
      •1•2•0•0•Updated May 16, 2022May 16, 2022

    • HVL-RAD230

      Public
      RAD230 - Medisinsk bildebehandling, kunstig intelligens og innovasjon i radiografi (HVL)
      Jupyter Notebook
      •0•1•0•0•Updated May 12, 2022May 12, 2022

    • ELMED219-2022

      Public
      Material for the 2022 version of the course ELMED219, UiB and HVL
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Feb 8, 2022Feb 8, 2022

    • KidneySegm

      Public
      Kidney segmentation in MR images: data and code examples
      Jupyter Notebook
      •0•0•0•0•Updated Oct 12, 2021Oct 12, 2021

    • lvv-ri-new

      Public
      Linear mixed effects models applied to longitudinal imaging (e.g. lateral ventricle volumes) and behaviour data
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Feb 5, 2021Feb 5, 2021

    • Skull-stripping-NIK2020

      Public
      0•1•0•0•Updated Oct 18, 2020Oct 18, 2020

    • combat-covid-19

      Public
      Help combating COVID-19 using multi-scale real-time data recordings and computational approaches in the spirit of community-driven and open science
      MIT License
      •0•0•0•0•Updated Mar 15, 2020Mar 15, 2020

    • DLMI2018

      Public
      Source material for "An overview of deep learning in medical imaging focusing on MRI", ZMP 2018
      MIT License
      •1•3•0•0•Updated May 14, 2019May 14, 2019

    • lvv-ri

      Public
      Material from our article on lateral ventricle volume trajectories and response inhibition (PLOS ONE, 2019)
      0•0•0•0•Updated Apr 6, 2019Apr 6, 2019

    • inattention-populationsample

      Public
      Material from the article on predicting academic achievement from inattention (PLOS ONE, 2017)
      0•0•0•0•Updated Apr 6, 2019Apr 6, 2019