医学 AI

Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image

Zerui Zhang, Zhichao Sun, Zelong Liu, Bo Du, Rui Yu, Zhou Zhao, Yongchao Xu

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

Comments Early Accept by MICCAI 2024

Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI

Di Xu, Xin Miao, Hengjie Liu, Jessica E. Scholey, Wensha Yang, Mary Feng, Michael Ohliger, Hui Lin, Yi Lao, Yang Yang, Ke Sheng

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

Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images

Xiaodan Xing, Huiyu Zhou, Yingying Fang, Guang Yang

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

Comments 5 pages

Journal ref ISBI 2024

EduceLab-Scrolls: Verifiable Recovery of Text from Herculaneum Papyri using X-ray CT

Stephen Parsons, C. Seth Parker, Christy Chapman, Mami Hayashida, W. Brent Seales

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

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms

Florin Condrea, Saikiran Rapaka, Lucian Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu

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

Comments Accepted to Computers in Biology and Medicine journal

Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network

Lucas Aronson, Ruben Ngnitewe Massaa, Syed Jamal Safdar Gardezi, Andrew L. Wentland

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

Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction

Chi-en Amy Tai, Alexander Wong

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

EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation

Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

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

Comments 14 pages, 5 figures, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training

Zihang Liu, Chunhui Zhao

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

Comments 26 pages, 5 figures

VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis

Zhihan Ju, Wanting Zhou

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

D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images

Fares Bougourzi, Fadi Dornaika, Cosimo Distante, Abdelmalik Taleb-Ahmed

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

Comments arXiv admin note: text overlap with arXiv:2303.15576

A Lightweight Neural Architecture Search Model for Medical Image Classification

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi

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

Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks

Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald

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

Comments Abstract Submitted and Presented at the 2024 International Society of Magnetic Resonance in Medicine. Singapore, Singapore, May 4-9. Abstract Number 2239

Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics

Rucha Deshpande, Varun A. Kelkar, Dimitrios Gotsis, Prabhat Kc, Rongping Zeng, Kyle J. Myers, Frank J. Brooks, Mark A. Anastasio

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

SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People

Anna Zapaishchykova, Benjamin H. Kann, Divyanshu Tak, Zezhong Ye, Daphne A. Haas-Kogan, Hugo J. W. L. Aerts

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

Comments 8 pages, 4 figures

DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation

Zhaojin Fu, Zheng Chen, Jinjiang Li, Lu Ren

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

Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction

Thomas Braure, Delphine Lazaro, David Hateau, Vincent Brandon, Kévin Ginsburger

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

Machine Learning Techniques for MRI Data Processing at Expanding Scale

Taro Langner

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

Comments Book chapter pre-print

Low-resolution Prior Equilibrium Network for CT Reconstruction

Yijie Yang, Qifeng Gao, Yuping Duan

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

Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models

Haoyue Zhang, Jennifer S. Polson, Eric J. Yang, Kambiz Nael, William Speier, Corey W. Arnold

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

Comments Medical Imaging with Deep Learning 2022 accepted short paper Jun 2022

Journal ref Medical Imaging with Deep Learning 2022

Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

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

One-Prompt to Segment All Medical Images

Junde Wu, Jiayuan Zhu, Yueming Jin, Min Xu

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

Comments arXiv admin note: text overlap with arXiv:2304.12620

AV-GAN: Attention-Based Varifocal Generative Adversarial Network for Uneven Medical Image Translation

Zexin Li, Yiyang Lin, Zijie Fang, Shuyan Li, Xiu Li

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

Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition

Hao Feng, Yuanzhe Jia, Ruijia Xu, Mukesh Prasad, Ali Anaissi, Ali Braytee

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

Comments Accepted by ICCS 2024

NeuroMorphix: A Novel Brain MRI Asymmetry-specific Feature Construction Approach For Seizure Recurrence Prediction

Soumen Ghosh, Viktor Vegh, Shahrzad Moinian, Hamed Moradi, Alice-Ann Sullivan, John Phamnguyen, David Reutens

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

Comments This work has been submitted to the IEEE TMI for possible publication

Self-Supervised MRI Reconstruction with Unrolled Diffusion Models

Yilmaz Korkmaz, Tolga Cukur, Vishal M. Patel

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

A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images

Yizhi Pan, Junyi Xin, Tianhua Yang, Teeradaj Racharak, Le-Minh Nguyen, Guanqun Sun

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

DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images

Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam

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

Comments 25 pages, 9 figures, 4 tables, Submitted to Springer

Journal ref Neural Computing and Applications, Volume 35, Pages 14379 - 14401 (2023)

Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning

Jianxin Zhou, Kadishe Fejza, Massimiliano Salvatori, Daniele Della Latta, Gregory M. Hermann, Angela Di Fulvio

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

GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis

Emmanouil Nikolakakis, Utkarsh Gupta, Jonathan Vengosh, Justin Bui, Razvan Marinescu

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

Comments Under Review Process for MICCAI 2024