医学 AI - arXivDaily 专题

2307.16462 2024-08-31 eess.IV cs.CV 84%

A hybrid approach for improving U-Net variants in medical image segmentation

Aitik Gupta, Joydip Dhar

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

Comments 9 pages, 11 figures

2408.13832 2024-08-27 eess.IV cs.CV 84%

A Low-dose CT Reconstruction Network Based on TV-regularized OSEM Algorithm

Ran An, Yinghui Zhang, Xi Chen, Lemeng Li, Ke Chen, Hongwei Li

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

Comments 11 pages, 8 figures

2408.12534 2024-08-23 eess.IV cs.AI cs.CV 84%

Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge

Jun Ma, Yao Zhang, Song Gu, Cheng Ge, Ershuai Wang, Qin Zhou, Ziyan Huang, Pengju Lyu, Jian He, Bo Wang

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

Comments MICCAI 2024 FLARE Challenge Summary

2408.08489 2024-08-19 eess.IV cs.CR cs.CV 84%

DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies

Mohammad Hossein Najafi, Mohammad Morsali, Mohammadmahdi Vahediahmar, Saeed Bagheri Shouraki

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

Comments 10 pages, 4 figures, conference

2405.06786 2024-08-09 eess.IV cs.CV 84%

SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model

Trevor J. Chan, Aarush Sahni, Yijin Fang, Jie Li, Alisha Luthra, Alison Pouch, Chamith S. Rajapakse

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

2407.21216 2024-08-01 eess.IV cs.CV 84%

Distribution-Aware Replay for Continual MRI Segmentation

Nick Lemke, Camila González, Anirban Mukhopadhyay, Martin Mundt

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

2407.20395 2024-07-31 cs.CV cs.AI cs.LG 84%

Dense Self-Supervised Learning for Medical Image Segmentation

Maxime Seince, Loic Le Folgoc, Luiz Augusto Facury de Souza, Elsa Angelini

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

Comments Accepted at MIDL 2024

2407.20108 2024-07-30 eess.IV cs.AI cs.CV 84%

Classification, Regression and Segmentation directly from k-Space in Cardiac MRI

Ruochen Li, Jiazhen Pan, Youxiang Zhu, Juncheng Ni, Daniel Rueckert

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

2407.15728 2024-07-25 eess.IV cs.CV 84%

SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection

Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos Kollias

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

2407.16405 2024-07-24 eess.IV cs.CV 84%

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

Deniz Daum, Richard Osuala, Anneliese Riess, Georgios Kaissis, Julia A. Schnabel, Maxime Di Folco

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

2407.08813 2024-07-22 eess.IV cs.AI cs.CV 84%

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

Yu Tian, Congcong Wen, Min Shi, Muhammad Muneeb Afzal, Hao Huang, Muhammad Osama Khan, Yan Luo, Yi Fang, Mengyu Wang

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

Comments ECCV 2024; Codes and datasets are available at https://github.com/Harvard-Ophthalmology-AI-Lab/FairDomain

2407.11529 2024-07-17 eess.IV cs.AI cs.CV 84%

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans

Bizhe Bai, Yan-Jie Zhou, Yujian Hu, Tony C. W. Mok, Yilang Xiang, Le Lu, Hongkun Zhang, Minfeng Xu

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

Comments Early accept by MICCAI 2024

2407.10888 2024-07-16 eess.IV cs.AI cs.CV 84%

Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs

Leonardo Crespi, Samuele Camnasio, Damiano Dei, Nicola Lambri, Pietro Mancosu, Marta Scorsetti, Daniele Loiacono

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

Comments Currently submitted to: Scientific Reports

2407.09268 2024-07-15 eess.IV cs.CV 84%

Region Attention Transformer for Medical Image Restoration

Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Zhou, Hui Zhang, Dan Zhao, Bingzheng Wei, Yan Xu

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

Comments This paper has been accepted by MICCAI 2024

2407.07514 2024-07-11 eess.IV cs.CV 84%

Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation

Szymon Płotka, Maciej Chrabaszcz, Przemyslaw Biecek

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

Comments Accepted to MICCAI 2024 (early accept)

2407.05088 2024-07-09 eess.IV cs.CV 84%

Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation

Suruchi Kumari, Aryan Das, Swalpa Kumar Roy, Indu Joshi, Pravendra Singh

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

Comments Under Review

2406.18950 2024-07-09 eess.IV cs.CV 84%

MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion

Jing Zou, Lanqing Liu, Qi Chen, Shujun Wang, Zhanli Hu, Xiaohan Xing, Jing Qin

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

Comments 10 pages, 5 figure

2407.01318 2024-07-02 eess.IV cs.AI cs.LG 84%

Deep Dive into MRI: Exploring Deep Learning Applications in 0.55T and 7T MRI

Ana Carolina Alves, André Ferreira, Behrus Puladi, Jan Egger, Victor Alves

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

2406.19557 2024-07-01 eess.IV cs.CV physics.med-ph 84%

Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation

Jack Highton, Quok Zong Chong, Samuel Finestone, Arian Beqiri, Julia A. Schnabel, Kanwal K. Bhatia

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

2406.18548 2024-06-28 eess.IV cs.CV 84%

Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis

Yuxiang Hu, Haowei Yang, Ting Xu, Shuyao He, Jiajie Yuan, Haozhang Deng

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

2402.18451 2024-06-27 eess.IV cs.CV 84%

MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation

Jiahao Huang, Liutao Yang, Fanwen Wang, Yang Nan, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang

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

2406.15340 2024-06-24 eess.IV cs.CV 84%

Full-Scale Indexing and Semantic Annotation of CT Imaging: Boosting FAIRness

Hannes Ulrich, Robin Hendel, Santiago Pazmino, Björn Bergh, Björn Schreiweis

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

2406.12186 2024-06-21 eess.IV cs.CV 84%

Unlocking the Potential of Early Epochs: Uncertainty-aware CT Metal Artifact Reduction

Xinquan Yang, Guanqun Zhou, Wei Sun, Youjian Zhang, Zhongya Wang, Jiahui He, Zhicheng Zhang

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

2308.07706 2024-06-21 cs.CV cs.AI cs.CL cs.LG 84%

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal

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

Comments Medical Imaging with Deep Learning (MIDL) 2024 (Oral)

2406.10050 2024-06-17 cs.CV cs.LG 84%

Comparison of fine-tuning strategies for transfer learning in medical image classification

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

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

Comments Accepted at Image and Vision Computing

Journal ref Image and Vision Computing 146 (2024): 105012

2406.04679 2024-06-17 eess.IV cs.CV 84%

XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image

Qingze Bai, Tiange Liu, Zhi Liu, Yubing Tong, Drew Torigian, Jayaram Udupa

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

2312.13534 2024-06-13 eess.IV cs.CV 84%

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI

Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan Gagoski, Ellen Grant, Polina Golland

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

Comments Published at IEEE transactions on Medical Imaging

2406.05757 2024-06-11 cs.CV cs.LG 84%

Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans

Muthukumar K A, Amit Gurung, Priya Ranjan

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

Comments 12 pages with 5 figures and 3 tables, to be submitted as a book chapter

2406.03173 2024-06-06 eess.IV cs.CV 84%

Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation

Risab Biswas

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

Comments Master's thesis

2306.00530 2024-05-31 eess.IV cs.AI cs.CV 84%

CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction

Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary Egan, Zhaolin Chen

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

1. 医学影像 22615 篇

A hybrid approach for improving U-Net variants in medical image segmentation

A Low-dose CT Reconstruction Network Based on TV-regularized OSEM Algorithm

Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge

DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies

SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model

Distribution-Aware Replay for Continual MRI Segmentation

Dense Self-Supervised Learning for Medical Image Segmentation

Classification, Regression and Segmentation directly from k-Space in Cardiac MRI

SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans

Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs

Region Attention Transformer for Medical Image Restoration

Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation

Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation

MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion

Deep Dive into MRI: Exploring Deep Learning Applications in 0.55T and 7T MRI

Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation

Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis

MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation

Full-Scale Indexing and Semantic Annotation of CT Imaging: Boosting FAIRness

Unlocking the Potential of Early Epochs: Uncertainty-aware CT Metal Artifact Reduction

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

Comparison of fine-tuning strategies for transfer learning in medical image classification

XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI

Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans

Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation

CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction