Title
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh Cheng Chen Gagandeep Singh Prateek Prasanna MedIm 28 0 0 06 Apr 2025
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction Chenyu Zhang Yihao Luo Yinzhe Wu Choon Hwai Yap Guang Yang 46 0 0 10 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Juan Miguel Valverde Motoya Koga Nijihiko Otsuka Anders Bjorholm Dahl 35 0 0 05 Mar 2025
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans Haishan Huang Pengchen Liang Naier Lin Luxi Wang Bin Pu Jianguo Chen Qing Chang Xia Shen Guo Ran Mamba 75 0 0 21 Feb 2025
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 40 0 0 31 Dec 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Cheng Chen DiffM 38 4 0 22 Oct 2024
Preserving Cardiac Integrity: A Topology-Infused Approach to Whole Heart Segmentation Chenyu Zhang Wenxue Guan Xiaodan Xing Guang Yang 32 1 0 14 Oct 2024
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 35 4 0 04 Sep 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Swaroop Vedula Vishal M. Patel VLM MedIm 43 4 0 12 Aug 2024
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control Karim Kadry Shreya Gupta Jonas Sogbadji M. Schaap Kersten Petersen T. Mizukami Carlos Collet F. R. Nezami E. Edelman AI4CE 52 2 0 22 Jul 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects I. Trofimov Daria Voronkova Eduard Tulchinskii Evgeny Burnaev Serguei Barannikov 29 0 0 11 Jul 2024
Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology Nico Stucki Vincent Bürgin Johannes C. Paetzold Ulrich Bauer 3DV 37 1 0 05 Jul 2024
Learning Topological Representations for Deep Image Understanding Xiaoling Hu 28 2 0 22 Mar 2024
Topologically faithful multi-class segmentation in medical images Alexander H. Berger Nico Stucki Laurin Lux Vincent Buergin Suprosanna Shit Anna Banaszak Daniel Rueckert Ulrich Bauer Johannes C. Paetzold 37 3 0 16 Mar 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning Theodore Papamarkou Tolga Birdal Michael M. Bronstein Gunnar Carlsson Justin Curry ... Petar Velickovic Bei Wang Yusu Wang Guo-Wei Wei Ghada Zamzmi AI4CE 59 26 0 14 Feb 2024
Probing the Limits and Capabilities of Diffusion Models for the Anatomic Editing of Digital Twins Karim Kadry Shreya Gupta F. R. Nezami E. Edelman MedIm 25 4 0 30 Dec 2023
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 46 1 0 13 Dec 2023
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu Xiaoling Hu Saumya Gupta Shahira Abousamra Chao Chen 35 6 0 28 Nov 2023
Topology-Aware Uncertainty for Image Segmentation Saumya Gupta Yikai Zhang Xiaoling Hu Prateek Prasanna Chao Chen 28 27 0 09 Jun 2023
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation Yun Zhu Yuxuan Qiao Xiaoping Yang 24 0 0 02 Jun 2023
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation P. Shi Xutao Guo Yanwu Yang Chenfei Ye H. T. Ma 24 5 0 25 May 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 29 16 0 08 Feb 2023
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 19 6 0 27 Oct 2022
Learning Probabilistic Topological Representations Using Discrete Morse Theory Xiaoling Hu Dimitris Samaras Chao Chen 18 20 0 03 Jun 2022
Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest ID MooK.Chung Shih-Gu Huang Ian C. Carroll Vince D. Calhoun ID HHillGoldsmith 24 1 0 01 Jan 2022