医学 AI - arXivDaily 专题

2207.11534 2022-07-26 eess.IV cs.AI cs.CV 84%

Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes

Joomee Song, Juyoung Hahm, Jisoo Lee, Chae Yeon Lim, Myung Jin Chung, Jinyoung Youn, Jin Whan Cho, Jong Hyeon Ahn, Kyung-Su Kim

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

Comments Joomee Song and Juyoung Hahm contributed equally to this work as the co-first author. Jong Hyeon Ahn and Kyung-Su Kim (kskim.doc@gmail.com) contributed equally to this work as the co-corresponding author

2203.04568 2022-07-26 eess.IV cs.CV 84%

PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation

Wentao Liu, Tong Tian, Weijin Xu, Huihua Yang, Xipeng Pan, Songlin Yan, Lemeng Wang

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

Comments 10 pages, 3 figures

Journal ref MICCAI2022

2207.11191 2022-07-25 cs.CV cs.AI cs.LG 84%

Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation

Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, David Cornell, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky

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

2207.09483 2022-07-21 eess.IV cs.CV 84%

Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures

Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata

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

2207.08114 2022-07-19 eess.IV cs.CV 84%

BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images

Runmin Cong, Haowei Yang, Qiuping Jiang, Wei Gao, Haisheng Li, Cong Wang, Yao Zhao, Sam Kwong

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

Comments Accepted by IEEE Transactions on Instrumentation and Measurement 2022, Code: https://github.com/rmcong/BCS-Net-TIM22

2112.10325 2022-07-13 eess.IV cs.CV 84%

Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis

Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han

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

Comments Accepted by CVPR2022

2207.00769 2022-07-12 eess.IV cs.CV 84%

Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou

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

Comments This paper has been accepted by MICCAI 2022

2107.05274 2022-07-12 eess.IV cs.CV 84%

TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation

Bingzhi Chen, Yishu Liu, Zheng Zhang, Guangming Lu, Adams Wai Kin Kong

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

2207.03450 2022-07-08 eess.IV cs.CV 84%

TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation

Zihan Li, Dihan Li, Cangbai Xu, Weice Wang, Qingqi Hong, Qingde Li, Jie Tian

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

Comments Accepted by ICANN 2022

2207.01520 2022-07-05 eess.IV cs.CV 84%

Adaptive GLCM sampling for transformer-based COVID-19 detection on CT

Okchul Jung, Dong Un Kang, Gwanghyun Kim, Se Young Chun

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

Comments 6 pages

2207.00844 2022-07-05 eess.IV cs.CV 84%

Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach

Qingqiao Hu, Hongwei Li, Jianguo Zhang

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

Comments camera-ready version in MICCAI 2022

2206.15445 2022-07-01 eess.IV cs.CV 84%

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans

Haomiao Ni, Yuan Xue, Kelvin Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang

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

Comments MICCAI 2022

2206.15217 2022-07-01 eess.IV cs.CV 84%

Implicit U-Net for volumetric medical image segmentation

Sergio Naval Marimont, Giacomo Tarroni

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

Comments 11 pages, 4 figures, Accepted MIUA 2022

2206.14302 2022-06-30 cs.CV cs.LG 84%

Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions

Mingzhe Hu, Jiahan Zhang, Luke Matkovic, Tian Liu, Xiaofeng Yang

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

Comments 30 pages, 13 figures

2203.15163 2022-06-20 eess.IV cs.CV 84%

CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI

Alex Ling Yu Hung, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung

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

2206.04336 2022-06-10 eess.IV cs.CV 84%

Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation

Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang

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

Comments MICCAI 2022

2206.04056 2022-06-10 eess.IV cs.CV 84%

An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images

Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid

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

Comments Multimed Tools Appl (2022)

2206.03049 2022-06-08 eess.IV cs.CV 84%

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu

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

Comments MICCAI 2022

2109.14172 2022-06-08 eess.IV cs.CV 84%

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention

Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris Metaxas, Jinghao Zhou, Shaoting Zhang

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

Comments 12 pages, 9 figures. Submitted to IEEE TMI

2206.02358 2022-06-07 eess.SP cs.AI cs.CV cs.SY eess.SY 84%

Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices

Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah, Aamir Shahzad

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

Comments Preprint of paper accepted in IEEE Transactions on Circuits and Systems II: Express Brief

2206.00124 2022-06-02 eess.SP cs.MM cs.NA eess.IV math.NA stat.ME 84%

Low-complexity Three-dimensional Discrete Hartley Transform Approximations for Medical Image Compression

V. A. Coutinho, F. M. Bayer, R. J. Cintra

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

Comments 22 pages, 7 tables, 6 figures

Journal ref Computers in Biology and Medicine, vol. 139, 2021

2205.13774 2022-05-30 eess.IV cs.CV 84%

Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning

Mansi Gupta, Aman Swaraj, Karan Verma

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

2205.08239 2022-05-18 eess.IV cs.CV 84%

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

Liu Li, Qiang Ma, Matthew Sinclair, Antonios Makropoulos, Joseph Hajnal, A. David Edwards, Bernhard Kainz, Daniel Rueckert, Amir Alansary

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

2205.04846 2022-05-11 eess.IV cs.CV 84%

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li

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

Comments Accepted by IJCAI 2022

2110.03588 2022-04-22 eess.IV cs.CV physics.med-ph 84%

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei Zhang, Ge Wang, Christopher T. Whitlow

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

2204.08470 2022-04-20 eess.IV cs.AI cs.CV 84%

U-Net and its variants for Medical Image Segmentation : A short review

Vinay Ummadi

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

2108.10772 2022-04-19 eess.IV cs.CV physics.med-ph 84%

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan

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

Comments Accepted by IEEE Transactions on Instrumentation and Measurement

Journal ref IEEE Transactions on Instrumentation and Measurement, 4500512, 2022

2203.15383 2022-04-18 eess.IV cs.CV 84%

Category Guided Attention Network for Brain Tumor Segmentation in MRI

Jiangyun Li, Hong Yu, Chen Chen, Meng Ding, Sen Zha

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

2204.04949 2022-04-12 eess.IV cs.CV 84%

A Semantic Segmentation Network Based Real-Time Computer-Aided Diagnosis System for Hydatidiform Mole Hydrops Lesion Recognition in Microscopic View

Chengze Zhu, Pingge Hu, Xianxu Zeng, Xingtong Wang, Zehua Ji, Li Shi

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

2202.01020 2022-04-11 eess.IV cs.CV 84%

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks

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

Comments 6 pages, 4 figures, accepted at IEEE EMBC 2022

1. 医学影像 22633 篇

Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes

PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation

Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation

Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures

BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images

Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis

Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation

TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation

Adaptive GLCM sampling for transformer-based COVID-19 detection on CT

Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans

Implicit U-Net for volumetric medical image segmentation

Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions

CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI

Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation

An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention

Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices

Low-complexity Three-dimensional Discrete Hartley Transform Approximations for Medical Image Compression

Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

U-Net and its variants for Medical Image Segmentation : A short review

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

Category Guided Attention Network for Brain Tumor Segmentation in MRI

A Semantic Segmentation Network Based Real-Time Computer-Aided Diagnosis System for Hydatidiform Mole Hydrops Lesion Recognition in Microscopic View

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray