conditional_DDPM 完整教學 Repository: https://github.com/junbopeng/conditional_DDPM Stars: 74 | Tags: DDPM, CBCT-CT, Medical-Physics License: MIT | Language: Python | Last Updated: 2026-04-29 論文: Peng J, Qiu RLJ, Wynne JF, et al. CBCT-Based synthetic CT image generation using conditional denoising diffusion probabilistic...
CTGAN 完整教學 Repository: https://github.com/sdv-dev/CTGAN Stars: 1,560 | Forks: 331 | Language: Python | License: Business Source License (BSL) Tags: synthetic-data, generative-adversarial-network, tabular-data, data-generation 最後更新: 2026-06-08 | 目前版本: v0.12.1 論文: Modeling Tabular data using Conditional GAN — NeurIPS...
DenseDiffusion 完整教學 Repository: https://github.com/naver-ai/DenseDiffusion Stars: 507 | Forks: 35 | License: Apache-2.0 Tags: diffusion, dense-control, ICCV 論文: Dense Text-to-Image Generation with Attention Modulation (ICCV 2023) 作者: Yunji Kim, Jiyoung Lee, Jin-Hwa Kim, Jung-Woo Ha (NAVER AI Lab), Jun-Yan Zhu (CMU) 2....
distilabel 完整教學 Repository: https://github.com/argilla-io/distilabel Stars: 3248 | Tags: LLM, synthetic-data, AI-feedback License: Apache-2.0 | Language: Python | Requires: Python 3.9+ Homepage: https://distilabel.argilla.io Topics: ai, huggingface, llms, openai, python, rlaif, rlhf, synthetic-data,...
FORTE 完整教學 Repository: https://github.com/charlierabea/FORTE Stars: 49 | Fork: 6 | License: MIT Tags: multimodal, LLM, brain-CT, report 論文: Nature Communications 16, 2258 (2025) 最後更新: 2026-05-27 Zenodo DOI: 10.5281/zenodo.14852686 2. 核心架構 2.1 系統全貌 flowchart TB subgraph INPUT["輸入層"] CT["3D Brain CT(N 張 2D Slice)"]...
foundation-cancer-image-biomarker 完整教學 Repository: https://github.com/AIM-Harvard/foundation-cancer-image-biomarker Stars: 132 | Tags: cancer, imaging, biomarker 論文: Nature Machine Intelligence 2024 授權: MIT License | 語言: Python (Jupyter Notebook / PyTorch) 作者: Suraj Pai, AIM Lab @ Harvard 2. 核心架構 2.1 系統架構總覽 flowchart...
HyenaDNA 完整教學 Repository: https://github.com/HazyResearch/hyena-dna Stars: 791 | Fork: 108 | License: Apache-2.0 Tags: genomics, foundation-models, language-models Paper: arXiv:2306.15794 | HuggingFace: LongSafari Primary Language: Python (含 CUDA C++ 加速核心) 最後更新: 2026-06-10 2. 核心架構 2.1 整體架構圖 graph TB subgraph Input["輸入...
medSynthesisV1 完整教學 Repository: https://github.com/ginobilinie/medSynthesisV1 Stars: 195 | Fork: 45 | Language: Python | License: MIT Tags: medical-synthesis, WGAN-GP, PyTorch 論文: Medical Image Synthesis with Deep Convolutional Adversarial Networks (IEEE TBME 2018) 作者: Dong Nie et al., UNC Chapel Hill / Shen Lab 2. 核心...
MONAI GenerativeModels 完整教學 Repository: https://github.com/Project-MONAI/GenerativeModels Stars: 760 | Forks: 109 | License: Apache-2.0 Tags: anomaly-detection, diffusion-models, generative-adversarial-network, generative-models, image-synthesis, image-translation, medical-imaging, monai, mri-reconstruction 語言: Python...
nnU-Net 完整教學 Repository: https://github.com/MIC-DKFZ/nnUNet Stars: 8,527 | Language: Python | License: Apache-2.0 Tags: segmentation, self-configuring 最新版本: v2.8.0 (pyproject.toml) / v2.4.1 (GitHub Release, 2024-04) 維護單位: German Cancer Research Center (DKFZ) — Helmholtz Imaging Applied Computer Vision Lab (ACVL) 2. 核心...