Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images

10 July 2020

Ivana Išgum

Papers citing "Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images"

20 / 20 papers shown

Title
BodyGPS: Anatomical Positioning System H. Yerebakan Kritika Iyer Xueqi Guo Yoshihisa Shinagawa Gerardo Hermosillo Valadez MedIm 3DH 42 0 0 12 May 2025
Temporally Consistent Mitral Annulus Measurements from Sparse Annotations in Echocardiographic Videos Gino E. Jansen Mark J. Schuuring Berto J. Bouma Ivana Išgum 61 0 0 15 Mar 2025
Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image Yi Gu Yoshito Otake Keisuke Uemura Masaki Takao Mazen Soufi Seiji Okada Nobuhiko Sugano Hugues Talbot Yoshinobu Sato 21 0 0 30 Jul 2024
Aortic root landmark localization with optimal transport loss for heatmap regression Tsuyoshi Ishizone Masaki Miyasaka Sae Ochi Norio Tada Kazuyuki Nakamura 50 0 0 06 Jul 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 27 0 0 14 Feb 2024
Multi-environment lifelong deep reinforcement learning for medical imaging Guangyao Zheng Shuhao Lai Vladimir Braverman M. Jacobs Vishwa S. Parekh VLM OffRL CLL 16 1 0 31 May 2023
PELE scores: Pelvic X-ray Landmark Detection by Pelvis Extraction and Enhancement Zhenming Huang Han Li Shitong Shao Heqin Zhu Huijie Hu Zhi-Qi Cheng Jianji Wang S.Kevin Zhou MedIm 19 2 0 07 May 2023
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Diedre Carmo G. Pinheiro Lívia Rodrigues Thays Abreu R. Lotufo Letícia Rittner OOD 45 4 0 12 Apr 2023
Uncertainty-aware U-Net for Medical Landmark Detection Ziyang Ye Haiyang Yu Bin Li 13 2 0 18 Mar 2023
Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging Guangyao Zheng M. Jacobs Vladimir Braverman V. Parekh FedML 34 5 0 12 Mar 2023
Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks Xiaofeng Lei Shaohua Li Xinxing Xu Huazhu Fu Yong Liu ... Mingrui Tan Yanyu Xu Jocelyn Hui Lin Goh Rick Siow Mong Goh Ching-Yu Cheng 23 1 0 25 Sep 2022
Fine-grained Correlation Loss for Regression Chaoyu Chen Xin Yang Ruobing Huang Xindi Hu Yankai Huang ... Yinyu Ye Shuang Xue Juzheng Miao Yi Xiong Dong Ni 41 6 0 01 Jul 2022
Uncertainty Estimation for Heatmap-based Landmark Localization Lawrence Schobs Andrew J Swift Haiping Lu UQCV 35 11 0 04 Mar 2022
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition Zeyu Fu Jianbo Jiao M. Suttie J. A. Noble CVBM 22 9 0 12 Sep 2021
Unsupervised Local Discrimination for Medical Images Huai Chen Renzhen Wang Xiuying Wang Jieyu Li Qu Fang Hui Li Jianhao Bai Qing Peng Deyu Meng Lisheng Wang SSL 20 7 0 21 Aug 2021
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images Guangquan Zhou Juzheng Miao Xin Yang Rui Li En-Ze Huo Wenlong Shi Yuhao Huang Jikuan Qian Chaoyu Chen Dong Ni 43 14 0 19 May 2021
IUP: An Intelligent Utility Prediction Scheme for Solid-State Fermentation in 5G IoT Min Wang Shanchen Pang Tong Ding Sibo Qiao Xue Zhai Shuo Wang N. Xiong Zhengwen Huang 11 1 0 28 Mar 2021
U-LanD: Uncertainty-Driven Video Landmark Detection Mohammad Jafari C. Luong Michael Y. Tsang A. Gu N. V. Woudenberg R. Rohling T. Tsang Purang Abolmaesumi 47 12 0 02 Feb 2021
Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks Antonia Stern Lalith Sharan Gabriele Romano Sven Koehler M. Karck R. de Simone I. Wolf Sandy Engelhardt 32 7 0 07 Jan 2021
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 352 10,639 0 19 Feb 2017