医学 AI

Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions

Yichi Zhang, Zhenrong Shen, Rushi Jiao

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

MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation

Constantin Ulrich, Fabian Isensee, Tassilo Wald, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein

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

Comments Accepted for Miccai 2023 and selected for an oral

Prompt-driven Latent Domain Generalization for Medical Image Classification

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, Peter Soyer, Zongyuan Ge

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

Comments 10 pages

CycleGAN Models for MRI Image Translation

Cassandra Czobit, Reza Samavi

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

Comments Accepted and presented in ACML PRHA 2023 workshop

LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation

Alou Diakite, Cheng Li, Lei Xie, Yuanjing Feng, Hua Han, Shanshan Wang

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

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction

Shuo Xu, Yucheng Zhang, Gang Chen, Xincheng Xiang, Peng Cong, Yuewen Sun

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

Comments 11 pages, 12 figures, Journal paper

Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm

Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P. Sereduk, Gustavo De Leon, Kyle W. Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R. Jackson, Chandan Krishna, Richard S. Zimmerman, Devi P. Patra, Bernard R. Bendok, Kris A. Smith, Peter Nakaji, Kliment Donev, Leslie C. Baxter, Maciej M. Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R. Swanson, Nhan L. Tran, Leland S. Hu, Jing Li

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

Comments 36 pages, 8 figures, 3 tables

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer

Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu

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

Comments Code will be released at https://github.com/KidsWithTokens/MedSegDiff

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning

Michal K. Grzeszczyk, Tadeusz Satlawa, Angela Lungu, Andrew Swift, Andrew Narracott, Rod Hose, Tomasz Trzcinski, Arkadiusz Sitek

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

Comments Accepted for ICCS 2022

Review of AlexNet for Medical Image Classification

Wenhao Tang, Junding Sun, Shuihua Wang, Yudong Zhang

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

Journal ref EAI Endorsed Transactions on e-Learning, 2023, 9

When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation

Chuanfei Hu, Tianyi Xia, Shenghong Ju, Xinde Li

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

Comments Preliminary investigation

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