Training Like a Medical Resident: Context-Prior Learning Toward
Universal Medical Image Segmentation

Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation

4 June 2023

Di Liu

Dimitris N. Metaxas

Papers citing "Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation"

5 / 5 papers shown

Title
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models Yankai Jiang Peng Zhang D. Yang Yuan Tian Hai Lin X. Wang MedIm 87 0 0 05 May 2025
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers Ding Liu Yunhe Gao Qilong Zhangli Ligong Han Xiaoxiao He ... Song Wen Qi Chang Zhennan Yan Mu Zhou Dimitris N. Metaxas MedIm 37 33 0 21 Mar 2022
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 66 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 258 7,412 0 11 Nov 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,453 0 23 Jan 2020