Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

5 September 2020

Papers citing "Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT"

45 / 45 papers shown

Title
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT Peter D. Erickson T. Mathai Ronald M. Summers 40 4 0 08 Apr 2025
3D Universal Lesion Detection and Tagging in CT with Self-Training Jared Frazier T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 35 2 0 07 Apr 2025
Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging Alexander Shieh T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 35 2 0 07 Apr 2025
From Slices to Sequences: Autoregressive Tracking Transformer for Cohesive and Consistent 3D Lymph Node Detection in CT Scans Qinji Yu Yirui Wang K. Yan Dandan Zheng Dashan Ai ... N. Shen Xiaowei Ding Le Lu X. Ye Dakai Jin ViT MedIm 57 0 0 11 Mar 2025
SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection Y. Li X. Li Yunheng Li Y. Zhang Yimian Dai Qibin Hou Ming-Ming Cheng Jian Yang 26 6 0 31 Dec 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 33 4 0 17 Jun 2024
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation Wentian Xu Matthew Moffat Thalia Seale Ziyun Liang Felix Wagner ... David Menon Virginia Newcombe Natalie Voets Abhirup Banerjee Konstantinos Kamnitsas 28 3 0 28 May 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 35 2 0 26 Apr 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer Qinji Yu Yirui Wang K. Yan Haoshen Li Dazhou Guo ... Na Shen Qifeng Wang Xiaowei Ding X. Ye Dakai Jin MedIm 66 2 0 04 Apr 2024
One model to use them all: Training a segmentation model with complementary datasets Alexander C. Jenke S. Bodenstedt F. Kolbinger Marius Distler Jürgen Weitz Stefanie Speidel 30 3 0 29 Feb 2024
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation Nishchal Sapkota Yejia Zhang S. M. Perrine Yuhan Hsi Sirui Li ... Greg Holmes Abdul-Rauf Abdulai E. Jabs J. Richtsmeier Danny Z Chen MedIm 13 2 0 06 Feb 2024
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 2 0 12 Dec 2023
UAE: Universal Anatomical Embedding on Multi-modality Medical Images Xiaoyu Bai Fan Bai Xiaofei Huo Jia Ge Jingjing Lu X. Ye Ke Yan Yong-quan Xia 19 3 0 25 Nov 2023
Tackling the Incomplete Annotation Issue in Universal Lesion Detection Task By Exploratory Training Xiaoyu Bai Benteng Ma Changyang Li Yong-quan Xia 17 0 0 23 Sep 2023
Anatomy-Aware Lymph Node Detection in Chest CT using Implicit Station Stratification K. Yan D. Jin Dazhou Guo Minfeng Xu N. Shen Xianming Hua X. Ye Le Lu 8 5 0 28 Jul 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 16 4 0 28 Jun 2023
SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference Xiaoyu Bai Yong-quan Xia MedIm 11 3 0 24 Jun 2023
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks Jinpei Han Xia Wei Aldo A. Faisal 29 12 0 20 Jun 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks Chongyu Qu Tiezheng Zhang Hualin Qiao Jie Liu Yucheng Tang Alan Yuille Zongwei Zhou 34 37 0 16 May 2023
An End-to-End Framework For Universal Lesion Detection With Missing Annotations Xiaoyu Bai Yong-quan Xia MedIm 31 3 0 27 Mar 2023
SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention Rui Xu Zhi Liu Yong Luo Han Hu Li Shen Bo Du Kaiming Kuang Jiancheng Yang ViT 162 14 0 07 Mar 2023
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 ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 28 15 0 28 Jan 2023
Towards Accurate Acne Detection via Decoupled Sequential Detection Head Xin-Tong Wei Lei Zhang Jianwei Zhang Junyou Wang Wenjie Liu Jiaqing Li Xiangjian Jiang 11 0 0 28 Jan 2023
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 VLM MedIm 39 193 0 02 Jan 2023
Federated Multi-organ Segmentation with Inconsistent Labels Xuanang Xu H. Deng J. Gateno Pingkun Yan FedML 31 22 0 14 Jun 2022
Transformer Lesion Tracker Wen Tang Han Kang Haoyue Zhang Pengxin Yu C. Arnold Rongguo Zhang MedIm 14 6 0 13 Jun 2022
SATr: Slice Attention with Transformer for Universal Lesion Detection Hantao Li Long Chen H. Han S. Kevin Zhou ViT MedIm 25 25 0 13 Mar 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst Paul Kishan Rubenstein M. Eichner Tinne Tuytelaars Maxim Berman 16 18 0 11 Mar 2022
SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining Saksham Suri Sai Saketh Rambhatla Rama Chellappa Abhinav Shrivastava ObjD 22 11 0 12 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 18 16 0 04 Jan 2022
Universal Lesion Detection in CT Scans using Neural Network Ensembles Tarun Mattikalli T. Mathai Ronald M. Summers MedIm 29 11 0 09 Nov 2021
Label-Assemble: Leveraging Multiple Datasets with Partial Labels Mintong Kang Bowen Li Zengle Zhu Yongyi Lu Elliot K. Fishman Alan Yuille Zongwei Zhou 23 18 0 25 Sep 2021
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift Gregory Filbrandt Konstantinos Kamnitsas David Bernstein Alexandra N. Taylor Ben Glocker 25 3 0 13 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 15 568 0 27 May 2021
Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection Youbao Tang K. Yan Jinzheng Cai Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu MedIm 20 10 0 05 May 2021
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss Youbao Tang Jinzheng Cai K. Yan Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu 42 25 0 03 May 2021
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data Bolin Lai Yuhsuan Wu Xiaoyun Zhou Peng Wang Le Lu Lingyun Huang Mei Han Jing Xiao Heping Hu Adam P. Harrison 21 2 0 24 Mar 2021
Conditional Training with Bounding Map for Universal Lesion Detection Han Li Long Chen Hu Han S. Kevin Zhou MedIm AI4CE 26 8 0 23 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 14 58 0 28 Feb 2021
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies Jinzheng Cai Youbao Tang K. Yan Adam P. Harrison Jing Xiao Gigin Lin Le Lu MedIm 20 29 0 09 Dec 2020
Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Siyu Liu Weiqun Dai Craig B. Engstrom Jurgen Fripp Stuart Crozier Jason Dowling Shekhar S. Chandra 10 0 0 28 Jun 2020
Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors Zhuotun Zhu Yongyi Lu Wei Shen Elliot K. Fishman Alan Yuille 10 11 0 04 Apr 2020
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection Dong Wang Yuan Zhang Kexin Zhang Liwei Wang 79 118 0 20 Mar 2020
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern H. Menze 11 988 0 13 Jan 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017