Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks

22 April 2019

Davood Karimi

Septimiu E. Salcudean

Papers citing "Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks"

50 / 99 papers shown

Title
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation Yiqi Chen Ganghai Huang Sheng Zhang Jianglin Dai 14 0 0 13 May 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 26 0 0 09 Apr 2025
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Daniya Najiha Abdul Kareem M. Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 31 3 0 20 Oct 2024
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation Mehmet Bahadir Erden S. Unver I. A. Gurses R. Turkay C. Gunduz-Demir 28 0 0 15 Aug 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound Yiming Chen N. S. D'Souza Akshith Mandepally Patrick Henninger Satyananda Kashyap ... Marcos Zachary Raed Rizq Paul Chouinard Polina Golland T. Syeda-Mahmood 25 0 0 09 Aug 2024
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework Jingyao Wu Evan Lim T. Dang Brayden Mi Alex Balsells V. Sethu Caroline Chung Beatrice Riviere David T. Fuentes VLM 30 2 0 31 Jul 2024
Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly Dan Kalifa Uriel Singer Ido Guy Guy D. Rosin Kira Radinsky AI4TS 22 8 0 22 May 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 23 3 0 23 Apr 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 25 0 0 12 Feb 2024
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie-jin Yang Yun Gu 33 1 0 13 Dec 2023
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Reza Azad Moein Heidary Kadir Yilmaz Michael Huttemann Sanaz Karimijafarbigloo Yuli Wu Anke Schmeink Dorit Merhof VLM SSeg 33 17 0 08 Dec 2023
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series S. M. Abulnaga Neel Dey Sean I. Young Eileen Pan Katherine I. Hobgood Clinton Jia Wang P. E. Grant Esra Abaci Turk Polina Golland 22 3 0 08 Dec 2023
Shape-Sensitive Loss for Catheter and Guidewire Segmentation Chayun Kongtongvattana Baoru Huang Jingxuan Kang Hoan Nguyen Olajide Olufemi Anh Nguyen MedIm 19 4 0 19 Nov 2023
SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation Yinuo Wang Kai Chen Weimin Yuan Cai Meng XiangZhi Bai VLM 12 10 0 14 Nov 2023
Gastro-Intestinal Tract Segmentation Using an Explainable 3D Unet K. Li Jonathan Chan 15 0 0 25 Sep 2023
FP-PET: Large Model, Multiple Loss And Focused Practice Yixin Chen Ourui Fu Wenrui Shao Zhaoheng Xie 22 0 0 22 Sep 2023
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Mehmet Bahadir Erden Selahattin Cansiz Onur Çakı Haya Khattak D. Etiz M. Yakar K. Duruer Berke Barut Cigdem Demir OOD MedIm 15 0 0 21 Sep 2023
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation Achref Jaziri Martin Mundt Andres Fernandez Rodriguez Visvanathan Ramesh 25 2 0 18 Sep 2023
Morphologically-Aware Consensus Computation via Heuristics-based IterATive Optimization (MACCHIatO) Dimitri Hamzaoui S. Montagne R. Renard-Penna N. Ayache H. Delingette 8 0 0 14 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 29 39 0 07 Sep 2023
Automated Identification of Failure Cases in Organ at Risk Segmentation Using Distance Metrics: A Study on CT Data Amin Honarmandi Shandiz Attila Rádics R. Tamada Makk Árpád Karolina Głowacka L. Ferenczi S. Dutta M. Fanariotis 9 0 0 21 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 19 0 0 17 Aug 2023
Boundary Difference Over Union Loss For Medical Image Segmentation F. Sun Zhiming Luo Shaozi Li 14 19 0 01 Aug 2023
DAGrid: Directed Accumulator Grid Hang Zhang Renjiu Hu Xiang Chen Rongguang Wang Jinwei Zhang Jiahao Nick Li MedIm 15 0 0 05 Jun 2023
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images Hongxu Jiang Muhammad Imran Preethika Muralidharan Anjali Patel J. Pensa ... J. DiBianco Liyilei Su Yuyin Zhou W. Brisbane Wei Shao 18 32 0 31 May 2023
Fully Automatic Neural Network Reduction for Formal Verification Tobias Ladner Matthias Althoff AAML 21 3 0 03 May 2023
Improving Classification of Retinal Fundus Image Using Flow Dynamics Optimized Deep Learning Methods Banupriya V A. S 8 0 0 29 Apr 2023
Fast Neural Scene Flow Xueqian Li Jianqiao Zheng Francesco Ferroni J. K. Pontes Simon Lucey 17 27 0 18 Apr 2023
Worst-Case Control and Learning Using Partial Observations Over an Infinite Time-Horizon Aditya Dave Ioannis Faros N. Venkatesh Andreas A. Malikopoulos 11 7 0 28 Mar 2023
Edge-aware Plug-and-play Scheme for Semantic Segmentation Jianye Yi Xiaopin Zhong Weixiang Liu Wenxuan Zhu Zongze Wu Yuanlong Deng 9 1 0 18 Mar 2023
DeDA: Deep Directed Accumulator Hang Zhang Rongguang Wang Renjiu Hu Jinwei Zhang Jiahao Nick Li MedIm 19 4 0 15 Mar 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 22 7 0 24 Feb 2023
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes MedIm 16 7 0 08 Feb 2023
Spatially Covariant Lesion Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Dongdong Liu Chao Li Jiahao Nick Li MedIm 29 7 0 19 Jan 2023
Approximate Information States for Worst-Case Control and Learning in Uncertain Systems Aditya Dave N. Venkatesh Andreas A. Malikopoulos 22 7 0 12 Jan 2023
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge Xiangyu Li Gongning Luo Kuanquan Wang Hongyu Wang Jun Liu ... Moona Mazher Abdul Qayyum Valeriia Abramova Xavier Llado Shuo Li 38 25 0 09 Jan 2023
Prior Guided Deep Difference Meta-Learner for Fast Adaptation to Stylized Segmentation Anjali Balagopal D. Nguyen T. Bai M. Dohopolski Mu-Han Lin Steve B. Jiang OOD 14 1 0 19 Nov 2022
Masked Supervised Learning for Semantic Segmentation H. Zunair A. Ben Hamza 17 6 0 03 Oct 2022
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI Bella Specktor-Fadida Bossmat Yehuda Daphna Link-Sourani L. Sira D. Ben Bashat Leo Joskowicz 20 2 0 25 Sep 2022
Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) with Diverse Inter-Correlations and its application to medical image classification Qi Lai Jianhang Zhou Yanfen Gan Chi-Man Vong Deshuang Huang 18 7 0 06 Sep 2022
Boundary-Aware Network for Abdominal Multi-Organ Segmentation Shishuai Hu Zehui Liao Yong-quan Xia 14 0 0 29 Aug 2022
Boundary-Aware Network for Kidney Parsing Shishuai Hu Yiwen Ye Zehui Liao Yong-quan Xia MedIm 12 2 0 29 Aug 2022
Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction Huaying Hao C. Xu Dan Zhang Qifeng Yan Jiong Zhang Yue Liu Yitian Zhao 11 11 0 25 Jul 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 15 62 0 02 Jun 2022
Preoperative brain tumor imaging: models and software for segmentation and standardized reporting D. Bouget André Pedersen A. Jakola V. Kavouridis K. Emblem ... M. Witte A. Zwinderman P. D. W. Hamer O. Solheim Ingerid Reinertsen 14 21 0 29 Apr 2022
RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning Xin Duan Xiabi Liu Xiaopeng Gong Mengqiao Han 3DV 11 6 0 12 Apr 2022
Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients Vikram Goddla 10 0 0 09 Mar 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 9 6 0 02 Mar 2022
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Dominik Muller Iñaki Soto Rey Frank Kramer 20 276 0 10 Feb 2022
Supervision by Denoising for Medical Image Segmentation Sean I. Young Adrian V. Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 19 3 0 07 Feb 2022