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CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
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CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans

Jieneng Chen
Yingda Xia
Jiawen Yao
K. Yan
Jianpeng Zhang
Le Lu
Fakai Wang
Bo Zhou
Mingyan Qiu
Qihang Yu
Ming Yuan
Wei Fang
Yuxing Tang
Minfeng Xu
Jian Zhou
Yuqian Zhao
Qifeng Wang
X. Ye
Xiaoli Yin
Yu Shi
Xin Chen
Jingren Zhou
Alan Yuille
Zai-De Liu
Ling Zhang
ArXiv (abs)PDFHTML

Papers citing "CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans"

12 / 12 papers shown
Title
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
Yankai Jiang
Peng Zhang
Ke Wang
Yuan Tian
Hai Lin
Xinyu Wang
MedIm
450
0
0
05 May 2025
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
Runqi Meng
S. Song
Pengfei Jin
Y. Oh
L. Teng
...
Lawrence Yunliang Chen
Xuzhao Li
Quanzheng Li
Ning Guo
Dinggang Shen
98
0
0
18 Mar 2025
RadGPT: Constructing 3D Image-Text Tumor Datasets
RadGPT: Constructing 3D Image-Text Tumor Datasets
P. R. Bassi
Mehmet Can Yavuz
Kang Wang
Xiaoxi Chen
Wenxuan Li
S. Decherchi
Andrea Cavalli
Yang Yang
Alan Yuille
Zongwei Zhou
LM&MAMedIm
127
2
0
08 Jan 2025
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
Yankai Jiang
Wenhui Lei
Xiaofan Zhang
Shanghang Zhang
MedIm
132
3
0
21 Oct 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge
Jun Ma
Yao Zhang
Song Gu
Cheng Ge
Ershuai Wang
Qin Zhou
Ziyan Huang
Pengju Lyu
Jian He
Bo Wang
89
15
0
22 Aug 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
Jie Liu
Yixiao Zhang
Kang Wang
Mehmet Can Yavuz
Xiaoxi Chen
...
Haoliang Li
Yang Yang
Alan Yuille
Yucheng Tang
Zongwei Zhou
MedImVLM
114
20
0
28 May 2024
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Guangyu Guo
Jiawen Yao
Yingda Xia
Tony C. W. Mok
Zhilin Zheng
Junwei Han
Le Lu
Dingwen Zhang
Jian Zhou
Ling Zhang
66
1
0
23 May 2024
Towards Generalizable Tumor Synthesis
Towards Generalizable Tumor Synthesis
Qi Chen
Xiaoxi Chen
Haorui Song
Zhiwei Xiong
Alan Yuille
Chen Wei
Zongwei Zhou
MedIm
136
46
0
29 Feb 2024
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
Yankai Jiang
Zhongzhen Huang
Rongzhao Zhang
Xiaofan Zhang
Shaoting Zhang
VLM
97
13
0
07 Dec 2023
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation
Qingjie Zeng
Yutong Xie
Zilin Lu
Mengkang Lu
Yicheng Wu
Yong-quan Xia
98
5
0
20 Nov 2023
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data
Yu-Cheng Chou
Bowen Li
Deng-Ping Fan
Alan Yuille
Zongwei Zhou
MedIm
118
5
0
23 Oct 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
Jie Liu
Yixiao Zhang
Jieneng Chen
Junfei Xiao
Yongyi Lu
Bennett A. Landman
Yixuan Yuan
Alan Yuille
Yucheng Tang
Zongwei Zhou
VLMMedIm
140
211
0
02 Jan 2023

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