医学 AI - arXivDaily 专题

2305.12231 2023-05-23 eess.IV cs.CV cs.LG 82%

Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation

Chen Wenting, Liu Jie, Yuan Yixuan

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

2305.10115 2023-05-18 eess.IV cs.CV cs.LG 82%

An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans

Sidra Aleem, Mayug Maniparambil, Suzanne Little, Noel O'Connor, Kevin McGuinness

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

2209.13264 2023-05-18 eess.IV cs.CV cs.LG math.OC 82%

Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density

Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell

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

2305.09031 2023-05-17 eess.IV cs.CV cs.LG 82%

AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines

Harrison C. Gottlich, Panagiotis Korfiatis, Adriana V. Gregory, Timothy L. Kline

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

Comments 16 pages, 6 figures

2305.05101 2023-05-10 eess.IV cs.CV cs.LG 82%

Towards unraveling calibration biases in medical image analysis

María Agustina Ricci Lara, Candelaria Mosquera, Enzo Ferrante, Rodrigo Echeveste

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

Comments 9 pages, 3 figures, 2 supplementary figures

2305.02509 2023-05-05 eess.IV cs.CV cs.LG 82%

Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI

Zhuo-Xu Cui, Congcong Liu, Chentao Cao, Yuanyuan Liu, Jing Cheng, Qingyong Zhu, Yanjie Zhu, Haifeng Wang, Dong Liang

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

2305.01827 2023-05-04 eess.IV cs.CV cs.LG 82%

Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies

Karthik Gopinath, Douglas N. Greve, Sudeshna Das, Steve Arnold, Colin Magdamo, Juan Eugenio Iglesias

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

2304.13490 2023-04-27 eess.IV cs.CV cs.LG 82%

Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation

Xiaoqing Liu, Kenji Ono, Ryoma Bise

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

Comments Accepted by IEEE ISBI'23

2304.10677 2023-04-24 eess.IV cs.CV cs.LG 82%

Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc, Abdurrahman Gumus

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

2304.09185 2023-04-20 cs.CL cs.AI 82%

Token Imbalance Adaptation for Radiology Report Generation

Yuexin Wu, I-Chan Huang, Xiaolei Huang

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

Comments Accepted by CHIL2023

2304.08881 2023-04-19 eess.IV cs.CV cs.LG 82%

Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks

Ragnhild Holden Helland, Alexandros Ferles, André Pedersen, Ivar Kommers, Hilko Ardon, Frederik Barkhof, Lorenzo Bello, Mitchel S. Berger, Tora Dunås, Marco Conti Nibali, Julia Furtner, Shawn Hervey-Jumper, Albert J. S. Idema, Barbara Kiesel, Rishi Nandoe Tewari, Emmanuel Mandonnet, Domenique M. J. Müller, Pierre A. Robe, Marco Rossi, Lisa M. Sagberg, Tommaso Sciortino, Tom Aalders, Michiel Wagemakers, Georg Widhalm, Marnix G. Witte, Aeilko H. Zwinderman, Paulina L. Majewska, Asgeir S. Jakola, Ole Solheim, Philip C. De Witt Hamer, Ingerid Reinertsen, Roelant S. Eijgelaar, David Bouget

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

Comments 13 pages, 4 figures, 4 tables

2211.08901 2023-04-18 cs.MM 82%

Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields

Taofeng Xie, Chentao Cao, Zhuoxu Cui, Fanshi Li, Zidong Wei, Yanjie Zhu, Ye Li, Dong Liang, Qiyu Jin, Guoqing Chen, Haifeng Wang

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

Comments 5 pages, 4 figures

2304.01351 2023-04-05 cs.LG cs.CV eess.IV 82%

Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)

Aniket Pramanik, Mathews Jacob

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

2304.00546 2023-04-04 eess.IV cs.CV cs.LG 82%

Video Pretraining Advances 3D Deep Learning on Chest CT Tasks

Alexander Ke, Shih-Cheng Huang, Chloe P O'Connell, Michal Klimont, Serena Yeung, Pranav Rajpurkar

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

Comments Accepted at MIDL 2023

2303.16904 2023-04-03 eess.IV cs.CV cs.LG 82%

Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day exploration

Lisa Y. W. Tang

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

2204.08467 2023-03-30 eess.IV cs.AI cs.CV cs.LG 82%

IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation

Meirui Jiang, Hongzheng Yang, Chen Cheng, Qi Dou

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

Comments Accepted by IEEE TMI special issue on federated learning for medical imaging

2303.07150 2023-03-24 eess.IV cs.CV cs.LG 82%

Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI

Tamir Shor, Tomer Weiss, Dor Noti, Alex Bronstein

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

Comments Accepted For MIDL 2023

2303.12735 2023-03-23 eess.IV cs.CV cs.LG physics.med-ph 82%

SMUG: Towards robust MRI reconstruction by smoothed unrolling

Hui Li, Jinghan Jia, Shijun Liang, Yuguang Yao, Saiprasad Ravishankar, Sijia Liu

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

Comments Accepted by ICASSP 2023

2303.12148 2023-03-23 eess.IV cs.CV cs.LG 82%

Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing

Xinzi He, Alan Wang, Mert R. Sabuncu

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

Comments 8

2212.13715 2023-03-22 eess.IV cs.CV cs.LG 82%

MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images

Shuihua Wang, Ahmed M. S. E. K Abdelaty, Kelly Parke, J Ranjit Arnold, Gerry P McCann, Ivan Y Tyukin

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

2303.11130 2023-03-21 eess.IV cs.CV cs.LG 82%

Deep learning automated quantification of lung disease in pulmonary hypertension on CT pulmonary angiography: A preliminary clinical study with external validation

Michael J. Sharkey, Krit Dwivedi, Samer Alabed, Andrew J. Swift

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

Comments 16 pages, 3 figures, 2 tables

2203.08213 2023-03-20 eess.IV cs.CV cs.LG 82%

HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction

Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

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

Comments 18 pages, 11 figures, NeurIPS 2022

2206.02307 2023-03-14 cs.CV cs.AI cs.LG eess.IV 82%

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation

Chenyu You, Weicheng Dai, Yifei Min, Lawrence Staib, James S. Duncan

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

Comments Accepted at Information Processing in Medical Imaging (IPMI 2023)

2303.05696 2023-03-13 eess.IV cs.CV cs.LG 82%

Explainable Semantic Medical Image Segmentation with Style

Wei Dai, Siyu Liu, Craig B. Engstrom, Shekhar S. Chandra

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

2303.05026 2023-03-10 cs.CV cs.LG eess.IV 82%

SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI

Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz

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

Comments Accepted at the International Society for Optics and Photonics - Medical Imaging (SPIE-MI) 2023

2303.00111 2023-03-09 eess.IV cs.AI cs.CV cs.LG 82%

PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification

Mevan Ekanayake, Kamlesh Pawar, Gary Egan, Zhaolin Chen

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

Comments 19 pages, 7 figures, 1 table

2207.01623 2023-03-08 eess.IV cs.CV cs.LG 82%

Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images

Alessia De Biase, Nanna Maria Sijtsema, Lisanne van Dijk, Johannes A. Langendijk, Peter van Ooijen

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

2112.02889 2023-03-08 cs.CV cs.CL cs.LG eess.IV 82%

Joint Learning of Localized Representations from Medical Images and Reports

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

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

Comments Accepted at ECCV 2022

Journal ref Computer Vision - ECCV 2022, pp. 685-701

2302.10309 2023-02-22 eess.IV cs.CV cs.LG 82%

Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI

Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang

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

Comments 15 pages, 13 figures, IEEE TMI

2206.00850 2023-02-20 eess.IV cs.CV cs.LG 82%

Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT$^2$LR-Net)

Yinghao Zhang, Peng Li, Yue Hu

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

Comments 4 pages, 2 figures, 1 tabel, accepted by IEEE ISBI 2023 Conference

1. 医学影像 22645 篇

Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation

An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans

Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density

AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines

Towards unraveling calibration biases in medical image analysis

Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI

Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies

Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation

Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Token Imbalance Adaptation for Radiology Report Generation

Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks

Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields

Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)

Video Pretraining Advances 3D Deep Learning on Chest CT Tasks

Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day exploration

IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation

Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI

SMUG: Towards robust MRI reconstruction by smoothed unrolling

Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing

MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images

Deep learning automated quantification of lung disease in pulmonary hypertension on CT pulmonary angiography: A preliminary clinical study with external validation

HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation

Explainable Semantic Medical Image Segmentation with Style

SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI

PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification

Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images

Joint Learning of Localized Representations from Medical Images and Reports

Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI

Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT$^2$LR-Net)