Enhancing Modality-Agnostic Representations via Meta-Learning for Brain
Tumor Segmentation

Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation

8 February 2023

Xiaoling Hu

Prateek Prasanna

Papers citing "Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation"

13 / 13 papers shown

Title
Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu S. Zhang Xiaosong Wang 22 0 0 14 Oct 2024
Hard Negative Sample Mining for Whole Slide Image Classification Wentao Huang Xiaoling Hu Shahira Abousamra Prateek Prasanna Chao Chen VLM 31 5 0 03 Oct 2024
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 24 3 0 04 Sep 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 29 0 0 25 Aug 2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities Julie Mordacq Léo Milecki Maria Vakalopoulou Steve Oudot Vicky Kalogeiton OffRL MedIm 28 3 0 04 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 30 4 0 28 Jun 2024
Dealing with All-stage Missing Modality: Towards A Universal Model with Robust Reconstruction and Personalization Yunpeng Zhao Cheng Chen Qing You Pang Quanzheng Li Carol Tang B. Ang Yueming Jin 19 0 0 04 Jun 2024
Learning Topological Representations for Deep Image Understanding Xiaoling Hu 16 2 0 22 Mar 2024
Unified-modal Salient Object Detection via Adaptive Prompt Learning Kunpeng Wang Chenglong Li Zhengzheng Tu Zhengyi Liu Bin Luo 13 2 0 28 Nov 2023
Learning Topological Interactions for Multi-Class Medical Image Segmentation Saumya Gupta Xiaoling Hu James H. Kaan Michael Jin M. Mpoy ... Tahsin M. Kurc Joel H. Saltz A. Tassiopoulos Prateek Prasanna Chao Chen 8 42 0 20 Jul 2022
Learning Probabilistic Topological Representations Using Discrete Morse Theory Xiaoling Hu Dimitris Samaras Chao Chen 13 20 0 03 Jun 2022
Multimodality in Meta-Learning: A Comprehensive Survey Yao Ma Shilin Zhao Weixiao Wang Yaoman Li Irwin King 37 52 0 28 Sep 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017