Generative AI for Synthetic Medical Data
Medical Imaging Complexity and its Effects on GAN Performance-
[pdf]
[arXiv]
[bibtex]@InProceedings{Cagas_2024_ACCV, author = {Cagas, William and Ko, Chan and Hsiao, Blake and Grandhi, Shryuk and Bhattacharya, Rishi and Zhu, Kevin and Lam, Michael}, title = {Medical Imaging Complexity and its Effects on GAN Performance}, booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops}, month = {December}, year = {2024}, pages = {207-217} }
CleftLipGAN : Interactive GAN-Inpainting for Post-Operative Cleft Lip Reconstruction-
[pdf]
[bibtex]@InProceedings{Atputharuban_2024_ACCV, author = {Atputharuban, Daniel Anojan and Theopold, Christoph and Lawlor, Aonghus}, title = {CleftLipGAN : Interactive GAN-Inpainting for Post-Operative Cleft Lip Reconstruction}, booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops}, month = {December}, year = {2024}, pages = {175-192} }
A Comparative Study on Diffusion Sampling Methods Across Diverse Medical Imaging Modalities-
[pdf]
[bibtex]@InProceedings{Farooq_2024_ACCV, author = {Farooq, Muhammad Ali and Abaid, Ayman and Ullah, Ihsan and Corcoran, Peter}, title = {A Comparative Study on Diffusion Sampling Methods Across Diverse Medical Imaging Modalities}, booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops}, month = {December}, year = {2024}, pages = {193-206} }
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation-
[pdf]
[supp]
[arXiv]
[bibtex]@InProceedings{Kwarciak_2024_ACCV, author = {Kwarciak, Kamil and Daniol, Mateusz and Hemmerling, Daria and Wodzinski, Marek}, title = {Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation}, booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops}, month = {December}, year = {2024}, pages = {160-174} }