tueimage / 8dm50-machine-learning
TU/e 8DM50 Machine Learning in Medical Imaging and Biology course materials.
☆31Updated last week
Related projects: ⓘ
- Repo for Tang et al, bioRxiv 454793 (2018)☆37Updated 5 years ago
- ☆59Updated 3 months ago
- Pathway-based sparse deep neural network for survival analysis☆36Updated last year
- Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021☆77Updated 2 years ago
- Resurces for MRI images processing and deep learning in 3D☆120Updated 2 years ago
- Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.☆124Updated last year
- primakov / DuneAI-Automated-detection-and-segmentation-of-non-small-cell-lung-cancer-computed-tomography-imagesRepository supporting the original research paper in Nature Communications (Primakov et al. 2022)☆62Updated 2 months ago
- ☆35Updated 9 months ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆170Updated 2 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆235Updated 8 months ago
- Code from the ML4MI Boot Camp.☆26Updated 3 years ago
- ☆42Updated 2 years ago
- A pipeline to segment tissue from the background in histological images☆63Updated last year
- InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification☆40Updated last year
- Notebooks for working with The Cancer Imaging Archive datasets☆78Updated last week
- A neural network software for using Molecular labelling to improve pathological annotation of H and E tissues☆29Updated 11 months ago
- ☆51Updated 4 months ago
- ☆119Updated 3 weeks ago
- ☆25Updated last year
- Data and code to accompany our Nature publication☆41Updated 2 years ago
- Hello World Introduction to Deep Learning for Medical Image Classification☆32Updated 4 months ago
- Scripts for data processing☆39Updated 3 months ago
- Analysis of Parkinson's Progressive Markers Initiative Data☆13Updated 2 years ago
- Some code for processing and analysing UK Biobank cardiac MR images.☆151Updated 3 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Updated last year
- Code to preprocess, segment, and fuse glioma MRI scans based on the BraTS Toolkit manuscript.☆71Updated last month
- A Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research☆20Updated last year
- ☆68Updated 3 months ago
- Code for analysis of ADNI data☆35Updated last year
- Python package to compute and visualize a ROC analysis☆28Updated 3 years ago