tcia 开源项目推荐（14 个）

linhandev /dataset

医学影像数据集列表『An Index for Medical Imaging Datasets』

bhklab /nbia-toolkit

Python package for programmatic access to the National Biomedical Imaging Archive (NBIA) and The Cancer Imaging Archive (TCIA)

histolab /gdc-api-wrapper

Genomic Data Commons API wrapper

m39heeh-art /HEEH-V1-DICOM-Viewer

HEEH-V1™ DICOM Viewer: An Open-Source Streamlit Workstation for Reproducible DICOM, NIfTI, Quantitative Imaging, and Radiomics Research

lescientifik /tcia_downloader

A thin python wrapper of the public TCIA Rest API

uazadi /TIDaC

TCGA and TCIA Images Dataset Creator

FranciscoMulaGaliano /lung-cancer-detection-ct

Deep learning pipeline for lung cancer detection (YOLOv8, [email protected] = 0.75) and NSCLC vs SCLC classification (ResNet18) on CT scans from the public Lung-PET-CT-Dx dataset. Final degree project, Biomedical Engineering (Universidad de Málaga).

ICANS-Strasbourg /PSAT

Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning (MICCAI 2025)

Sawyer60 /Dataset_HealthHub

借助 AI 驱动的预处理和可视化工具，自动分析、诊断和清洗数据集，为机器学习准备数据。

hash123shaikh /reproducibility-hnc-cnn

Independent reproduction and external validation of image-based deep learning prognostic models for head and neck cancer (Mateus et al., Sci Rep 2023): exact & statistical reproducibility, external validation on an Indian cohort, and CLAIM + TRIPOD+AI audit. Includes code, data, model weights and logs.

working-ye /acrin6668-nsclc-multimodal-survival

Strict held-out CP/CPR/CPRD/RD survival modeling reference implementation for the ACRIN 6668/RTOG 0235 secondary analysis.

shuvanon /mini-mri-etl

该项目在 GitHub 上没有填写描述

qirail /reproducibility-hnc-cnn

Independent reproduction and external validation of image-based deep learning prognostic models for head and neck cancer (Mateus et al., Sci Rep 2023): exact & statistical reproducibility, external validation on an Indian cohort, and CLAIM + TRIPOD+AI audit. Includes code, data, model weights and logs.

rg2 /xreg-wiki-big-files

Large files created during xReg walkthrough.