Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks

12 December 2023

Papers citing "Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks"

7 / 7 papers shown

Title
Vision Language Models in Medicine Beria Chingnabe Kalpelbe Angel Gabriel Adaambiik Wei Peng VLM LM&MA 89 2 0 24 Feb 2025
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine Lingxiao Luo Bingda Tang Xuanzhong Chen Rong Han Ting Chen VLM 32 2 0 16 Oct 2024
Regularized Vector Quantization for Tokenized Image Synthesis Jiahui Zhang Fangneng Zhan Christian Theobalt Shijian Lu DiffM MQ 41 30 0 11 Mar 2023
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 71 63 0 17 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 311 7,457 0 11 Nov 2021
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 188 651 0 27 Oct 2021
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation Alexandros Karargyris Renato Umeton Micah J. Sheller Alejandro Aristizabal Johnu George ... Poonam Yadav Michael Rosenthal M. Loda Jason M. Johnson Peter Mattson FedML 46 73 0 29 Sep 2021