医学 AI - arXivDaily 专题

2405.16102 2024-05-28 eess.IV cs.CV 84%

Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation

Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu

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

Comments Early accepted by MICCAI 2024

2305.02774 2024-05-22 eess.IV cs.CV physics.med-ph 84%

Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction

Qi Wang, Zhijie Wen, Jun Shi, Qian Wang, Dinggang Shen, Shihui Ying

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

2405.08657 2024-05-15 eess.IV cs.CV 84%

Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences

Jue Jiang, Aneesh Rangnekar, Harini Veeraraghavan

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

2405.07256 2024-05-14 eess.IV cs.CV 84%

Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation

Suruchi Kumari, 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

2405.06166 2024-05-13 eess.IV cs.CV 84%

MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation

Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci

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

2404.13929 2024-05-13 eess.IV cs.CV 84%

Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRI

Zixian Li, Yuming Zhong, Yi Wang

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

Comments 6 pages, 8 figures, conference

2405.04295 2024-05-08 eess.IV cs.CV 84%

Semi-Supervised Disease Classification based on Limited Medical Image Data

Yan Zhang, Chun Li, Zhaoxia Liu, Ming Li

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

2405.01644 2024-05-06 eess.IV cs.CV physics.med-ph 84%

A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images

Peilong Wang, Timothy L. Kline, Andy D. Missert, Cole J. Cook, Matthew R. Callstrom, Alex Chan, Robert P. Hartman, Zachary S. Kelm, Panagiotis Korfiatis

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

Comments J Digit Imaging. Inform. med. (2024)

2404.15692 2024-04-25 cs.LG eess.IV 84%

Deep Learning for Accelerated and Robust MRI Reconstruction: a Review

Reinhard Heckel, Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron

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

2401.09630 2024-04-23 eess.IV cs.CV 84%

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci

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

2112.06979 2024-04-18 eess.IV cs.CV 84%

The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients

Bhakti Baheti, Satrajit Chakrabarty, Hamed Akbari, Michel Bilello, Benedikt Wiestler, Julian Schwarting, Evan Calabrese, Jeffrey Rudie, Syed Abidi, Mina Mousa, Javier Villanueva-Meyer, Brandon K. K. Fields, Florian Kofler, Russell Takeshi Shinohara, Juan Eugenio Iglesias, Tony C. W. Mok, Albert C. S. Chung, Marek Wodzinski, Artur Jurgas, Niccolo Marini, Manfredo Atzori, Henning Muller, Christoph Grobroehmer, Hanna Siebert, Lasse Hansen, Mattias P. Heinrich, Luca Canalini, Jan Klein, Annika Gerken, Stefan Heldmann, Alessa Hering, Horst K. Hahn, Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim, Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert, Javid Abderezaei, Aymeric Pionteck, Agamdeep Chopra, Mehmet Kurt, Kewei Yan, Yonghong Yan, Zhe Tang, Jianqiang Ma, Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Mohit Meena, Saqib Shamsi, Amit Sethi, Nicholas J. Tustison, Brian B. Avants, Philip Cook, James C. Gee, Lin Tian, Hastings Greer, Marc Niethammer, Andrew Hoopes, Malte Hoffmann, Adrian V. Dalca, Stergios Christodoulidis, Theo Estiene, Maria Vakalopoulou, Nikos Paragios, Daniel S. Marcus, Christos Davatzikos, Aristeidis Sotiras, Bjoern Menze, Spyridon Bakas, Diana Waldmannstetter

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

2404.08853 2024-04-16 cs.CV cs.LG cs.NE 84%

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies

Bala McRae-Posani, Andrei Holodny, Hrithwik Shalu, Joseph N Stember

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

2304.12306 2024-04-02 eess.IV cs.CV 84%

Segment Anything in Medical Images

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang

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

Journal ref Nature Communications 15, 654 (2024)

2403.18339 2024-03-29 eess.IV cs.CV 84%

H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images

Jinpeng Lu, Jingyun Chen, Linghan Cai, Songhan Jiang, Yongbing Zhang

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

Comments 10 pages,4 figures

2403.11953 2024-03-19 eess.IV cs.CV 84%

Advancing COVID-19 Detection in 3D CT Scans

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

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

2403.10695 2024-03-19 eess.IV cs.CV 84%

EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction

Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas Maier

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

Comments Preprint

2309.17264 2024-02-28 cs.CV cs.AI cs.LG 84%

A Foundation Model for General Moving Object Segmentation in Medical Images

Zhongnuo Yan, Tong Han, Yuhao Huang, Lian Liu, Han Zhou, Jiongquan Chen, Wenlong Shi, Yan Cao, Xin Yang, Dong Ni

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

Comments 5 pages, 7 figures, 3 tables. This paper has been accepted by ISBI 2024

2402.10887 2024-02-19 eess.IV cs.CV 84%

Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation

Ziyang Wang, Chao Ma

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

2402.10010 2024-02-16 physics.med-ph cs.CV eess.IV 84%

Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function

Megan Lantz, Emil Y. Sidky, Ingrid S. Reiser, Xiaochuan Pan, Gregory Ongie

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

2402.09372 2024-02-15 eess.IV cs.AI cs.CV 84%

Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge

Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, Hanspeter Pfister, Ming Li, Bingbing Ni

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

Comments Challenge paper for MICCAI RibFrac Challenge (https://ribfrac.grand-challenge.org/)

2402.08098 2024-02-14 eess.IV cs.CV 84%

Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks

Kimberly Helm, Tejas Sudharshan Mathai, Boah Kim, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers

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

Comments Accepted at SPIE 2024

2402.04171 2024-02-07 eess.IV cs.CV 84%

3D Volumetric Super-Resolution in Radiology Using 3D RRDB-GAN

Juhyung Ha, Nian Wang, Surendra Maharjan, Xuhong Zhang

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

2402.01186 2024-02-05 eess.IV cs.CV 84%

Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data

Wentao Chen, Xichen Xu, Jie Luo, Weimin Zhou

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

Comments SPIE Medical Imaging 2024

2308.00206 2024-02-02 eess.IV cs.LG 84%

Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound

Kasra Naftchi-Ardebili, Karanpartap Singh, Reza Pourabolghasem, Pejman Ghanouni, Gerald R. Popelka, Kim Butts Pauly

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

Comments The first two authors contributed equally

2310.09099 2024-01-25 eess.IV cs.CV 84%

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation

Lee Jollans, Mariana Bustamante, Lilian Henriksson, Anders Persson, Tino Ebbers

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

2401.12932 2024-01-24 eess.IV cs.CV 84%

Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative

Akshay Daydar, Alik Pramanick, Arijit Sur, Subramani Kanagaraj

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

2308.16573 2024-01-19 eess.IV cs.CV 84%

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation

Yuanbin Chen, Tao Wang, Hui Tang, Longxuan Zhao, Ruige Zong, Shun Chen, Tao Tan, Xinlin Zhang, Tong Tong

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

2308.16742 2024-01-08 eess.IV cs.CV 84%

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang

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

2312.00634 2023-12-20 eess.IV cs.CV 84%

A Recent Survey of Vision Transformers for Medical Image Segmentation

Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najmus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak

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

2305.06252 2023-12-20 cs.CV eess.IV 84%

Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration

Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong

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

Comments 14 pages, 5 figures, accepted by ICASSP 2024

1. 医学影像 22615 篇

Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation

Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction

Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences

Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation

MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation

Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRI

Semi-Supervised Disease Classification based on Limited Medical Image Data

A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images

Deep Learning for Accelerated and Robust MRI Reconstruction: a Review

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies

Segment Anything in Medical Images

H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images

Advancing COVID-19 Detection in 3D CT Scans

EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction

A Foundation Model for General Moving Object Segmentation in Medical Images

Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation

Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function

Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge

Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks

3D Volumetric Super-Resolution in Radiology Using 3D RRDB-GAN

Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data

Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation

Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

A Recent Survey of Vision Transformers for Medical Image Segmentation

Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration