nki-radiology Goto Github PK

asbestosis

Artificial Intelligence-based diagnosis of asbestosis: analysis of a database with applicants for asbestosis state-aid (published at European Radiology: https://link.springer.com/article/10.1007/s00330-022-09304-2)

autopet_nki_team

bloodrecistprogression

dtor

Torch-based feature extraction and classification

frida

Collection of functions for medical image pre-processing and deep learning

groundinglmm_ct

Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks.

humancoordsystem

interpretability_augmentation

Interpretability-guided Data Augmentation

lifelong-nnunet

pam

Prognostic AI-Monitoring

pleural-plaques

Open sourcing segmentation models for pleural plaques in thoracic CT scans following our publication: "Artificial Intelligence-based Quantification of Pleural Plaque Volume and Association With Lung Function in Asbestos-exposed Patients"

recist-variability

segmentationreview

Slicer3D extension for rating using Likert-type score Deep-learning generated segmentations, with segment editor funtionality. Created to speed up the validation process done by a clinician - the dataset loads in one batch with no need to load masks and volumes separately.