医学 AI - arXivDaily 专题

2007.02663 2022-10-10 eess.IV cs.CV 84%

An Elastic Interaction-Based Loss Function for Medical Image Segmentation

Yuan Lan, Yang Xiang, Luchan Zhang

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

2210.02349 2022-10-06 eess.IV cs.CV cs.LG q-bio.NC 84%

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator

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

Comments Oral Presentation in: Computational Diffusion MRI Workshop (CDMRI) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022

2209.10963 2022-09-27 eess.IV cs.CV 84%

COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs

Saddam Hussain Khan

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

Comments 13 Figures, 6 Tables, 27 Pages

2209.10796 2022-09-23 eess.IV cs.CV 84%

A CT-Based Airway Segmentation Using U$^2$-net Trained by the Dice Loss Function

Kunpeng Wang, Yuexi Dong, Yunpu Zeng, Zhichun Ye, Yangzhe Wang

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

Comments 8 pages, 5 figures

2205.05851 2022-09-23 eess.IV cs.CV 84%

AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI

Wen Shi, Haoan Xu, Cong Sun, Jiwei Sun, Yamin Li, Xinyi Xu, Tianshu Zheng, Yi Zhang, Guangbin Wang, Dan Wu

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

2103.05213 2022-09-20 cs.CV cs.AI eess.IV 84%

Enhancing Medical Image Registration via Appearance Adjustment Networks

Mingyuan Meng, Lei Bi, Michael Fulham, David Dagan Feng, Jinman Kim

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

Comments Published at NeuroImage

Journal ref NeuroImage, vol. 259, pp. 119444, 2022

2209.07851 2022-09-19 eess.IV cs.CV 84%

Whole-Body Lesion Segmentation in 18F-FDG PET/CT

Jia Zhang, Yukun Huang, Zheng Zhang, Yuhang Shi

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

2209.02901 2022-09-08 eess.IV cs.CV 84%

Magnitude-image based data-consistent deep learning method for MRI super resolution

Ziyan Lin, Zihao Chen

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

Comments Accepted by IEEE CBMS 2022

2209.01822 2022-09-07 eess.IV cs.CV 84%

HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease

Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine Chong, Todd Schwedt, Baoxin Li

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

Comments International Workshop on Simulation and Synthesis in Medical Imaging, MICCAI, 2022

2203.06338 2022-09-02 eess.IV cs.CV 84%

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth

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

2208.07202 2022-08-16 eess.IV cs.CV 84%

Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks

Shaofeng Yuan

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

Comments 6 pages

2208.06034 2022-08-15 eess.IV cs.CV 84%

Shifted Windows Transformers for Medical Image Quality Assessment

Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Oksuz

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

Comments 10 pages, 3 figures, 4 tables. Accepted in 13th Machine Learning in Medical Imaging (MLMI 2022) workshop

2207.08619 2022-08-12 eess.IV cs.CV 84%

CACTUSS: Common Anatomical CT-US Space for US examinations

Yordanka Velikova, Walter Simson, Mehrdad Salehi, Mohammad Farid Azampour, Philipp Paprottka, Nassir Navab

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

2208.03016 2022-08-08 eess.IV cs.CV 84%

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

Junde Wu, Huihui Fang, Hoayi Xiong, Lixin Duan, Mingkui Tan, Weihua Yang, Huiying Liu, Yanwu Xu

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

Comments arXiv admin note: text overlap with arXiv:2202.06505

2208.02046 2022-08-04 eess.IV cs.CV 84%

Texture features in medical image analysis: a survey

Faeze Kiani

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

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

1. 医学影像 22719 篇

An Elastic Interaction-Based Loss Function for Medical Image Segmentation

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs

A CT-Based Airway Segmentation Using U$^2$-net Trained by the Dice Loss Function

AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI

Enhancing Medical Image Registration via Appearance Adjustment Networks

Whole-Body Lesion Segmentation in 18F-FDG PET/CT

Magnitude-image based data-consistent deep learning method for MRI super resolution

HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks

Shifted Windows Transformers for Medical Image Quality Assessment

CACTUSS: Common Anatomical CT-US Space for US examinations

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

Texture features in medical image analysis: a survey

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