医学 AI - arXivDaily 专题

2210.02523 2022-10-17 cs.CV cs.AI 83%

Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI

Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez

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

Comments 4 pages, 5 figures, 2 tables

2210.03416 2022-10-10 cs.CV 83%

Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding

Constantin Seibold, Simon Reiß, Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen

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

Comments 33rd British Machine Vision Conference (BMVC 2022)

2210.02401 2022-10-06 cs.CV cs.AI 83%

Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image Features

Deepak Gupta, Russell Loane, Soumya Gayen, Dina Demner-Fushman

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

2210.01467 2022-10-05 eess.IV 83%

An Anatomy-aware Framework for Automatic Segmentation of Parotid Tumor from Multimodal MRI

Yifan Gao, Yin Dai, Fayu Liu, Weibing Chen, Lifu Shi

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

Comments under review

2209.13844 2022-10-04 cs.CV 83%

Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification

Peng Jiang, Juan Liu, Lang Wang, Zhihui Ynag, Hongyu Dong, Jing Feng

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

2206.10531 2022-10-03 cs.CV cs.AI 83%

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images

Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato

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

2209.14434 2022-09-30 cs.CV cs.AI 83%

Efficient Medical Image Assessment via Self-supervised Learning

Chun-Yin Huang, Qi Lei, Xiaoxiao Li

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

2209.13983 2022-09-29 cs.CV cs.AI 83%

Medical Image Captioning via Generative Pretrained Transformers

Alexander Selivanov, Oleg Y. Rogov, Daniil Chesakov, Artem Shelmanov, Irina Fedulova, Dmitry V. Dylov

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

Comments 13 pages, 3 figures, The work was completed in 2021

2110.06411 2022-09-28 eess.IV 83%

A Teacher-Student Framework with Fourier Augmentation for COVID-19 Infection Segmentation in CT Images

Han Chen, Yifan Jiang, Hanseok Ko, Murray Loew

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

2206.02288 2022-09-27 cs.CV 83%

ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training

Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C-C Jay Kuo, Georges El Fakhri, Jonghye Woo

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

Comments MICCAI 2022 (early accept)

2209.08887 2022-09-20 cs.CV 83%

Attentive Symmetric Autoencoder for Brain MRI Segmentation

Junjia Huang, Haofeng Li, Guanbin Li, Xiang Wan

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

Comments MICCAI 2022, code:https://github.com/lhaof/ASA

2209.04375 2022-09-12 physics.med-ph eess.IV 83%

Unsupervised segmentation of biomedical hyperspectral image data: tackling high dimensionality with convolutional autoencoders

Ciaran Bench, Jayakrupakar Nallala, Chun-Chin Wang, Hannah Sheridan, Nicholas Stone

专题命中医学影像：biomedical(title,abstract)；diagnosis(abstract)；分类 eess.IV

2209.00123 2022-09-02 cs.CV 83%

Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI

Hritam Basak, Sagnik Ghosal, Ram Sarkar

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

Comments Paper accepted at MICCAI 2022

2204.07923 2022-08-22 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Accelerated MRI With Deep Linear Convolutional Transform Learning

Hongyi Gu, Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Akçakaya

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

2202.12165 2022-08-22 cs.CV 83%

Transformers in Medical Image Analysis: A Review

Kelei He, Chen Gan, Zhuoyuan Li, Islem Rekik, Zihao Yin, Wen Ji, Yang Gao, Qian Wang, Junfeng Zhang, Dinggang Shen

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

2208.02642 2022-08-16 cs.CV cs.AI 83%

ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion

Xiaoru Gao, GuoYan Zheng

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

Comments 10 Pages, 5 figures

2203.05683 2022-07-22 cs.CV 83%

Deep Multimodal Guidance for Medical Image Classification

Mayur Mallya, Ghassan Hamarneh

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

2011.08894 2022-07-22 cs.CV 83%

Contrastive Registration for Unsupervised Medical Image Segmentation

Lihao Liu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb

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

Comments 12 pages, 8 figures, 4 tables

2008.06029 2022-07-19 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI

Burhaneddin Yaman, Hongyi Gu, Seyed Amir Hossein Hosseini, Omer Burak Demirel, Steen Moeller, Jutta Ellermann, Kâmil Uğurbil, Mehmet Akçakaya

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

Journal ref NMR in Biomedicine, 2022

2207.06975 2022-07-15 cs.CV 83%

Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification

Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng

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

2207.06177 2022-07-14 cs.MM cs.CV 83%

RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment

Yiting Lu, Jun Fu, Xin Li, Wei Zhou, Sen Liu, Xinxin Zhang, Congfu Jia, Ying Liu, Zhibo Chen

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

Comments To appear in MICCAI2022

2207.05056 2022-07-13 eess.IV cs.CV cs.LG eess.SP 83%

Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI

Audrey Duran, Gaspard Dussert, Carole Lartizien

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

Journal ref SPIE Medical Imaging 2022: Image Processing, Feb 2022, San Diego, United States. pp.178-184

2207.04793 2022-07-12 cs.CV 83%

PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification

Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-shi Zheng, Ruixuan Wang

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

2206.05618 2022-06-14 physics.med-ph cs.CV 83%

Synthetic PET via Domain Translation of 3D MRI

Abhejit Rajagopal, Yutaka Natsuaki, Kristen Wangerin, Mahdjoub Hamdi, Hongyu An, John J. Sunderland, Richard Laforest, Paul E. Kinahan, Peder E. Z. Larson, Thomas A. Hope

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

Comments under review

2205.13723 2022-05-30 cs.CV 83%

DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou

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

2205.13226 2022-05-27 cs.CV 83%

Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images

Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

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

Comments 12 pages, 4 figures

2205.09722 2022-05-20 cs.CV 83%

Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation

Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt

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

2205.09601 2022-05-20 cs.CV 83%

CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation

Can Taylan Sari, Sila Kurugol, Onur Afacan, Simon K. Warfield

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

2201.08779 2022-05-02 cs.CV 83%

Contrastive and Selective Hidden Embeddings for Medical Image Segmentation

Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang

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

2204.12185 2022-04-27 cs.CV 83%

TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation

Xuejian Li, Shiqiang Ma, Jijun Tang, Fei Guo

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

1. 医学影像 22719 篇

Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI

Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding

Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image Features

An Anatomy-aware Framework for Automatic Segmentation of Parotid Tumor from Multimodal MRI

Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images

Efficient Medical Image Assessment via Self-supervised Learning

Medical Image Captioning via Generative Pretrained Transformers

A Teacher-Student Framework with Fourier Augmentation for COVID-19 Infection Segmentation in CT Images

ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training

Attentive Symmetric Autoencoder for Brain MRI Segmentation

Unsupervised segmentation of biomedical hyperspectral image data: tackling high dimensionality with convolutional autoencoders

Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI

Accelerated MRI With Deep Linear Convolutional Transform Learning

Transformers in Medical Image Analysis: A Review

ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion

Deep Multimodal Guidance for Medical Image Classification

Contrastive Registration for Unsupervised Medical Image Segmentation

Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI

Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification

RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment

Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI

PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification

Synthetic PET via Domain Translation of 3D MRI

DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images

Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation

CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation

Contrastive and Selective Hidden Embeddings for Medical Image Segmentation

TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation