医学 AI - arXivDaily 专题

2411.08629 2024-11-14 cs.CV 83%

Zero-shot capability of SAM-family models for bone segmentation in CT scans

Caroline Magg, Hoel Kervadec, Clara I. Sánchez

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

2404.05997 2024-11-07 cs.CV 83%

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis

Junlin Hou, Jilan Xu, Hao Chen

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

Comments MICCAI 2024

2411.01153 2024-11-05 cs.CV cs.AI 83%

Designing a Robust Radiology Report Generation System

Sonit Singh

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

Comments 21 pages, 2 figures

2410.22265 2024-10-30 cs.CV 83%

NCA-Morph: Medical Image Registration with Neural Cellular Automata

Amin Ranem, John Kalkhof, Anirban Mukhopadhyay

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

2406.06591 2024-10-30 cs.CL cs.AI cs.LG 83%

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging

Hidetoshi Matsuo, Mizuho Nishio, Takaaki Matsunaga, Koji Fujimoto, Takamichi Murakami

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

Comments 16 pages, 3figures

Journal ref Cancers 2024, 16(21), 3621

2410.20348 2024-10-29 cs.CV 83%

UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration

Runshi Zhang, Hao Mo, Junchen Wang, Bimeng Jie, Yang He, Nenghao Jin, Liang Zhu

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

Comments 13pages,10 figures

Journal ref early access in IEEE Transactions on Medical Imaging 2024

2410.13823 2024-10-18 cs.CV 83%

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang

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

Comments Accepted by AIM-FM Workshop of NeurIPS2024

2410.10287 2024-10-15 cs.CV 83%

Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation

Sicheng Shen, Jinming Cao, Yifang Yin, Roger Zimmermann

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

Comments 11 pages

2306.14752 2024-10-10 cs.CV 83%

MedLSAM: Localize and Segment Anything Model for 3D CT Images

Wenhui Lei, Xu Wei, Xiaofan Zhang, Kang Li, Shaoting Zhang

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

Comments MIA 2024. Code is public at https://github.com/openmedlab/MedLSAM

2409.16205 2024-10-04 cs.CV 83%

Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO

Ali Badiezadeh, Amin Malekmohammadi, Seyed Mostafa Mirhassani, Parisa Gifani, Majid Vafaeezadeh

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

2410.00307 2024-10-02 cs.CV 83%

RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models

Moinak Bhattacharya, Gagandeep Singh, Shubham Jain, Prateek Prasanna

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

2409.20253 2024-10-01 cs.CV 83%

Medical Image Segmentation with SAM-generated Annotations

Iira Häkkinen, Iaroslav Melekhov, Erik Englesson, Hossein Azizpour, Juho Kannala

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

Comments Accepted to the European Conference on Computer Vision (ECCVW) Workshops 2024

2409.19658 2024-10-01 cs.CV 83%

Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration

Hongchao Zhou, Shunbo Hu

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

2401.00722 2024-10-01 cs.CV 83%

BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation

Libin Lan, Pengzhou Cai, Lu Jiang, Xiaojuan Liu, Yongmei Li, Yudong Zhang

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

Comments 13 pages, 7 figures, 9 tables. This work has been submitted to the IEEE TETCI for possible publication. Code: https://github.com/Caipengzhou/BRAU-Netplusplus

2409.05024 2024-09-27 cs.CV 83%

Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels

Jiahua Dong, Yue Zhang, Qiuli Wang, Ruofeng Tong, Shihong Ying, Shaolin Gong, Xuanpu Zhang, Lanfen Lin, Yen-Wei Chen, S. Kevin Zhou

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

Comments 31 pages, 7 figures

2406.19364 2024-09-26 cs.CV 83%

SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues

Yuxin Xie, Tao Zhou, Yi Zhou, Geng Chen

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

Comments accepted by MICCAI 2024

2303.01036 2024-09-25 physics.med-ph cs.CV physics.flu-dyn 83%

Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks

Josh Williams, Haavard Ahlqvist, Alexander Cunningham, Andrew Kirby, Ira Katz, John Fleming, Joy Conway, Steve Cunningham, Ali Ozel, Uwe Wolfram

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

Comments 37 pages main text (including frontmatter). 9 figures. Additional supplementary material

2406.04449 2024-09-23 cs.CL cs.CV 83%

MAIRA-2: Grounded Radiology Report Generation

Shruthi Bannur, Kenza Bouzid, Daniel C. Castro, Anton Schwaighofer, Anja Thieme, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Noel C. F. Codella, Fabian Falck, Ozan Oktay, Matthew P. Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie L. Hyland

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

Comments 72 pages, 21 figures. v2 updates the model and adds results on the PadChest-GR dataset

2312.09387 2024-09-19 cs.CV cs.AI 83%

High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks

Christoforos Galazis, Samuel Shepperd, Emma Brouwer, Sandro Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil A. Bharath, Marta Varela

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

2409.11817 2024-09-19 cs.CV cs.AI 83%

EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis

Shaojie Li, Zhaoshuo Diao

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

2310.15161 2024-09-17 cs.CV 83%

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images

Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He, Yu Qiao

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

2405.06468 2024-09-16 cs.CV cs.CL 83%

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Yaoqin Ye, Junjie Zhang, Hongwei Shi

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

Comments Accepted by PRCV 2024

2409.07793 2024-09-13 cs.CV cs.AI 83%

Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation

Fuchen Zheng, Quanjun Li, Weixuan Li, Xuhang Chen, Yihang Dong, Guoheng Huang, Chi-Man Pun, Shoujun Zhou

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

Comments 5 pages, 4 figures, 3 tables

2409.07172 2024-09-12 cs.CV 83%

Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets

Ruochen Gao, Donghang Lyu, Marius Staring

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

Comments 13 pages

2409.07144 2024-09-12 eess.IV 83%

Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge

Ching-Wei Wang, Ting-Sheng Su, Keng-Wei Liu

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

2409.06324 2024-09-11 cs.CV 83%

SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images

Jiuli Xiong, Lanzhuju Mei, Jiameng Liu, Dinggang Shen, Zhong Xue, Xiaohuan Cao

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

Comments 10 pages, 4 figures

2409.02018 2024-09-04 cs.CV cs.AI 83%

TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation

Bobby Azad, Pourya Adibfar, Kaiqun Fu

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

2312.16039 2024-09-04 cs.CV 83%

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation

Yunqi Gu, Tao Zhou, Yizhe Zhang, Yi Zhou, Kelei He, Chen Gong, Huazhu Fu

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

Comments 12 pages 10 figures

2409.00585 2024-09-04 cs.CV 83%

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

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

2408.17115 2024-09-02 cs.CV 83%

Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI

Ashraya K. Indrakanti, Jakob Wasserthal, Martin Segeroth, Shan Yang, Victor Schulze-Zachau, Joshy Cyriac, Michael Bach, Marios Psychogios, Matthias A. Mutke

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

Comments 14 pages, 5 figures, 3 tables, 2 supplementary tables

1. 医学影像 22645 篇

Zero-shot capability of SAM-family models for bone segmentation in CT scans

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis

Designing a Robust Radiology Report Generation System

NCA-Morph: Medical Image Registration with Neural Cellular Automata

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging

UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation

MedLSAM: Localize and Segment Anything Model for 3D CT Images

Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO

RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models

Medical Image Segmentation with SAM-generated Annotations

Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration

BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation

Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels

SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues

Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks

MAIRA-2: Grounded Radiology Report Generation

High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks

EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation

Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets

Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge

SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images

TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI