MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation

Ke Yan, Youbao Tang, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers

Type: Book-Chapter

Publication Date: 2019-01-01

Citations: 87

DOI: https://doi.org/10.1007/978-3-030-32226-7_22

View Publication

Download PDF

Locations

Lecture notes in computer science - View
arXiv (Cornell University) - View - PDF

Similar Works

Action	Title	Year	Authors
+ PDF Chat	MFSNet: A multi focus segmentation network for skin lesion segmentation	2022	Hritam Basak Rohit Kundu Ram Sarkar
+	Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets	2020	Ke Yan Jinzheng Cai Adam P. Harrison Dakai Jin Jing Xiao Le Lü
+	Lesion Analysis and Diagnosis with Mask-RCNN	2018	А. П. Сорокин
+	Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT	2020	Ke Yan Jinzheng Cai Youjing Zheng Adam P. Harrison Dakai Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lü
+ PDF Chat	Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT	2020	Ke Yan Jinzheng Cai Youjing Zheng Adam P. Harrison Dakai Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lü
+ PDF Chat	Multimodal Self-Supervised Learning for Lesion Localization	2024	Hao Yang Hong-Yu Zhou Cheng Li Weijian Huang Jiarun Liu Yong Liang Guangming Shi Hairong Zheng Qiegen Liu Shanshan Wang
+ PDF Chat	MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification	2021	Sachin Gupta Narinder Singh Punn Sanjay Kumar Sonbhadra Sonali Agarwal
+ PDF Chat	Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss	2021	Youbao Tang Jinzheng Cai Ke Yan Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lü
+	DSNet: a simple yet efficient network with dual-stream attention for lesion segmentation	2022	Yunxiao Liu
+ PDF Chat	Universal lesion detection in CT scans using neural network ensembles	2022	Tarun Mattikalli Tejas Sudharshan Mathai Ronald M. Summers
+	Universal Lesion Detection in CT Scans using Neural Network Ensembles	2021	Tarun Mattikalli Tejas Sudharshan Mathai Ronald M. Summers
+	Universal Lesion Detection in CT Scans using Neural Network Ensembles	2021	Tarun Mattikalli Tejas Sudharshan Mathai Ronald M. Summers
+ PDF Chat	Reg R-CNN: Lesion Detection and Grading Under Noisy Labels	2019	Gregor N. Ramien Paul F. Jaeger Simon Kohl Klaus H. Maier‐Hein
+ PDF Chat	UCM-Net: A lightweight and efficient solution for skin lesion segmentation using MLP and CNN	2024	Chunyu Yuan Dongfang Zhao Sos С. Agaian
+ PDF Chat	An End-to-End Framework For Universal Lesion Detection With Missing Annotations	2022	Xiaoyu Bai Yong Xia
+ PDF Chat	ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection	2020	Chenhan Jiang Shaoju Wang Xiaodan Liang Hang Xu Nong Xiao
+	Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slides	2023	Lydia A. Schoenpflug Maxime W. Lafarge Anja Frei Viktor H. Koelzer
+	DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection	2022	Manu Sheoran Meghal Dani Monika Sharma Lovekesh Vig
+ PDF Chat	Conditional Training with Bounding Map for Universal Lesion Detection	2021	Han Li Long Chen Hu Han Ying Chi S. Kevin Zhou
+	ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection	2020	Chenhan Jiang Shaoju Wang Hang Xu Xiaodan Liang Nong Xiao

Works That Cite This (49)

Action	Title	Year	Authors
+ PDF Chat	Reinventing 2D Convolutions for 3D Images	2021	Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni
+ PDF Chat	RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training	2023	Lianyu Zhou Dong Wei Donghuan Lu Wei Xue Liansheng Wang Yefeng Zheng
+	Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices	2020	Shu Zhang Jincheng Xu Yu‐Chun Chen Jiechao Ma Zihao Li Yizhou Wang Yizhou Yu
+	Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection	2021	Youbao Tang Ke Yan Jinzheng Cai Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lü
+	Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy	2020	Zhuotun Zhu Dakai Jin Ke Yan Tsung‐Ying Ho Xianghua Ye Dazhou Guo Chun-Hung Chao Jing Xiao Alan Yuille Le Lü
+ PDF Chat	Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices	2020	Shu Zhang Jincheng Xu Yu‐Chun Chen Jiechao Ma Zihao Li Yizhou Wang Yizhou Yu
+ PDF Chat	PACO: Parts and Attributes of Common Objects	2023	Vignesh Ramanathan Anmol Kalia Vladan Petrović Yi Wen Baixue Zheng Baishan Guo Rui Wang Aaron Marquez Rama Kovvuri Abhishek Kadian
+	Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network	2020	Chun-Hung Chao Zhuotun Zhu Dazhou Guo Ke Yan Tsung‐Ying Ho Jinzheng Cai Adam P. Harrison Xianghua Ye Jing Xiao Alan Yuille
+	Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT	2020	Ke Yan Jinzheng Cai Youjing Zheng Adam P. Harrison Dakai Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lü
+ PDF Chat	Integrating features from lymph node stations for metastatic lymph node detection	2022	Chaoyi Wu Feng Chang Xiao Su Zhihan Wu Yanfeng Wang Ling Zhu Ya Zhang

Works Cited by This (8)

Action	Title	Year	Authors
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie
+ PDF Chat	Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network	2019	Fangzhou Liao Ming Liang Zhe Li Xiaolin Hu Sen Song
+ PDF Chat	Semi-automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks	2018	Youbao Tang Adam P. Harrison Mohammadhadi Bagheri Jing Xiao Ronald M. Summers
+ PDF Chat	3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection	2018	Ke Yan Mohammadhadi Bagheri Ronald M. Summers
+ PDF Chat	Uldor: A Universal Lesion Detector For Ct Scans With Pseudo Masks And Hard Negative Example Mining	2019	Youbao Tang Ke Yan Yuxing Tang Jiamin Liu Jin Xiao Ronald M. Summers
+ PDF Chat	Joint learning for pulmonary nodule segmentation, attributes and malignancy prediction	2018	Botong Wu Zhen Zhou Jianwei Wang Yizhou Wang
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger
+ PDF Chat	Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology	2019	Ke Yan Yifan Peng Veit Sandfort Mohammadhadi Bagheri Zhiyong Lu Ronald M. Summers