医学 AI

Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation

Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 5 pages, 5 figures, conference

TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation

Rui Sun, Tao Lei, Weichuan Zhang, Yong Wan, Yong Xia, Asoke K. Nandi

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments arXiv admin note: substantial text overlap with arXiv:2306.03373

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Tao Lei, Rui Sun, Xuan Wang, Yingbo Wang, Xi He, Asoke Nandi

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 9 pages, 3 figures, 3 tables

Journal ref The 32nd International Joint Conference on Artificial Intelligence, IJCAI2023, MACAO

PPFM: Image denoising in photon-counting CT using single-step posterior sampling Poisson flow generative models

Dennis Hein, Staffan Holmin, Timothy Szczykutowicz, Jonathan S Maltz, Mats Danielsson, Ge Wang, Mats Persson

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Attribute Regularized Soft Introspective VAE: Towards Cardiac Attribute Regularization Through MRI Domains

Maxime Di Folco, Cosmin Bercea, Julia A. Schnabel

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments Not accepted and outdated results

Semantic Image Synthesis for Abdominal CT

Yan Zhuang, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Boah Kim, Ronald M. Summers

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments This paper has been accepted at Deep Generative Models workshop at MICCAI 2023

DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models

Tianqi Xiang, Wenjun Yue, Yiqun Lin, Jiewen Yang, Zhenkun Wang, Xiaomeng Li

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2023 STACOM-CMRxRecon

Learning to sample in Cartesian MRI

Thomas Sanchez

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、eess.IV

Comments PhD Thesis; 198 pages

Double Integral Enhanced Zeroing Neural Network Optimized with ALSOA fostered Lung Cancer Classification using CT Images

V S Priya Sumitha, V. Keerthika, A. Geetha

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 15 pages, 3 figures

Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images

Yanbin Liu, Girish Dwivedi, Farid Boussaid, Frank Sanfilippo, Makoto Yamada, Mohammed Bennamoun

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Published at Computer Methods and Programs in Biomedicine (CMPB) 2023

Journal ref Computer Methods and Programs in Biomedicine (2023): 107685

MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation

Fenghe Tang, Bingkun Nian, Jianrui Ding, Quan Quan, Jie Yang, Wei Liu, S. Kevin Zhou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 13 pages

Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks

Anna Reithmeir, Julia A. Schnabel, Veronika A. Zimmer

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Manuscript accepted at SPIE Medical Imaging 2024

Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction

Junwei Yang, Pietro Liò

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network

Junwei Yang, Pietro Liò

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Spatio-Angular Convolutions for Super-resolution in Diffusion MRI

Matthew Lyon, Paul Armitage, Mauricio A Álvarez

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Automatic Detection of Alzheimer's Disease with Multi-Modal Fusion of Clinical MRI Scans

Long Chen, Liben Chen, Binfeng Xu, Wenxin Zhang, Narges Razavian

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Multi-scale MRI reconstruction via dilated ensemble networks

Wendi Ma, Marlon Bran Lorenzana, Wei Dai, Hongfu Sun, Shekhar S. Chandra

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

SubZero: Subspace Zero-Shot MRI Reconstruction

Heng Yu, Yamin Arefeen, Berkin Bilgic

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments ISMRM 2023 Power Pitch

PHG-Net: Persistent Homology Guided Medical Image Classification

Yaopeng Peng, Hongxiao Wang, Milan Sonka, Danny Z. Chen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted by WACV 2024

Streaming Lossless Volumetric Compression of Medical Images Using Gated Recurrent Convolutional Neural Network

Qianhao Chen, Jietao Chen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.LG、eess.IV

Comments 18 pages, 8 figures

CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation

Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung

专题命中 医学影像 ：medical image(title)；MRI(abstract)；分类 cs.CV、eess.IV

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 9 pages, 7 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 35, No. 12, pp. 10868-10876, AAAI-21 Technical Tracks 12, 2021

XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections for Image-guided Radiation Therapy via a Transformer Network

Chulong Zhang, Lin Liu, Jingjing Dai, Xuan Liu, Wenfeng He, Yinping Chan, Yaoqin Xie, Feng Chi, Xiaokun Liang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in CT Angiography

Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 5 pages, 4 figures, IEE ISBI2024 conference

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Advances in Neural Information Processing Systems (NeurIPS) 2023, Workshop on robustness of zero/few-shot learning in foundation models

Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT

Wentao Liu, Tong Tian, Weijin Xu, Lemeng Wang, Haoyuan Li, Huihua Yang

专题命中 医学影像 ：CT(title)；diagnosis(abstract)；分类 cs.CV、eess.IV

Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models

Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments updated acknowledgments and fixed typos

Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI

Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Segmentation of Planning Target Volume in CT Series for Total Marrow Irradiation Using U-Net

Ricardo Coimbra Brioso, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、cs.LG

Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System

Jiawen Li, Yunqian Huang, Sheng Song, Hongbo Chen, Junni Shi, Duo Xu, Haibin Zhang, Man Chen, Rui Zheng

专题命中 医学影像 ：diagnosis(title,abstract)；分类 cs.CV、eess.IV