医学 AI - arXivDaily 专题

2207.11783 2022-07-26 q-bio.NC eess.IV 80%

A New Approach in MRI Signal Processing for Detecting the Axonal Organization of the Brain

Ashishi Puri, Sanjeev Kumar

专题命中医学影像：MRI(title,abstract)；分类 q-bio、eess.IV

2112.08232 2022-06-29 eess.IV cs.CV cs.LG 80%

RA V-Net: Deep learning network for automated liver segmentation

Zhiqi Lee, Sumin Qi, Chongchong Fan, Ziwei Xie

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

2206.11502 2022-06-24 cs.CV q-bio.QM 80%

A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging

Nihal Raju, Michael Woodburn, Stefan Kachel, Jack O'Shaughnessy, Laurence Sorace, Natalie Yang, Ruth P Lim

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

Comments 7 figures

2111.08005 2022-06-17 eess.IV cs.CV cs.LG stat.ML 80%

Solving Inverse Problems in Medical Imaging with Score-Based Generative Models

Yang Song, Liyue Shen, Lei Xing, Stefano Ermon

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

Comments Published at ICLR 2022

2205.11096 2022-05-24 eess.IV cs.CV cs.LG 80%

FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation

Tobias Bernecker, Annette Peters, Christopher L. Schlett, Fabian Bamberg, Fabian Theis, Daniel Rueckert, Jakob Weiß, Shadi Albarqouni

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

Comments Under Review

2205.08054 2022-05-18 q-bio.QM eess.IV 80%

Classification of anatomic structures in head and neck by CT-based radiomics

Yoichi Watanabe, A. Biswas, K. Rangarajan, G. Rath, N. Gopishankar

专题命中医学影像：CT(title,abstract)；分类 q-bio、eess.IV

2202.08916 2022-04-22 eess.IV cs.AI cs.CV cs.LG 80%

Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications

Kexin Ding, Mu Zhou, Zichen Wang, Qiao Liu, Corey W. Arnold, Shaoting Zhang, Dimitri N. Metaxas

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

2110.14181 2022-04-14 eess.IV cs.CV cs.LG 80%

QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks

Sohini Roychowdhury

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

Comments 4 pages, 7 figures, 1 Table

Journal ref IEEE EMBC, 2022

2111.13299 2022-03-01 eess.IV cs.CV cs.LG 80%

Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor

Xiangyu Meng, Xudong Zhang, Gan Wang, Ying Zhang, Xin Shi, Huanhuan Dai, Zixuan Wang, Xun Wang

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

Comments 11 pages, 6 Figures

2102.09386 2022-02-23 eess.IV cs.CV cs.LG 80%

Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks

Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang

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

2112.01533 2022-01-26 eess.IV cs.CV cs.LG 80%

Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas

Pierpaolo Vendittelli, Esther M. M. Smeets, Geert Litjens

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

2111.03370 2021-11-08 eess.IV cs.CV cs.LG 80%

Segmentation of 2D Brain MR Images

Angad Ripudaman Singh Bajwa

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

2110.12984 2021-10-26 eess.IV cs.CV cs.LG 80%

Generative Residual Attention Network for Disease Detection

Euyoung Kim, Soochahn Lee, Kyoung Mu Lee

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

Comments The paper is about Pneumonia detection using Generative Modeling. It proposes a novel approach to construct pseudo-pair images and a GAN to generate radio-realistic Chest Xray images. Then, the paper propose to leverage the differences between the input and the generated Xray images as an additional attention-map to boost the performance in Pneumonia detection

2109.09734 2021-09-22 eess.IV cs.CV cs.LG 80%

MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation

Anastasia Makarevich, Azade Farshad, Vasileios Belagiannis, Nassir Navab

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

2102.09858 2021-09-10 cs.CV cs.LG eess.IV 80%

ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising

Kanggeun Lee, Won-Ki Jeong

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

2103.16617 2021-05-14 eess.IV cs.CV cs.LG 80%

HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images

Saverio Vadacchino, Raghav Mehta, Nazanin Mohammadi Sepahvand, Brennan Nichyporuk, James J. Clark, Tal Arbel

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

Comments Accepted at Medical Imaging with Deep Learning (MIDL) 2021

2103.14301 2021-03-29 eess.IV cs.CV cs.LG 80%

Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation

Muhammad Islam, Kaleem Nawaz Khan, Muhammad Salman Khan

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

2102.10640 2021-02-24 eess.IV cs.CV cs.LG 80%

Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution

Ahlad Kumar, Harsh Vardhan Singh

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

Comments 11 pages, 12 figures, 53 references

2011.10654 2021-02-11 eess.IV cs.CV cs.LG 80%

Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation

Dhanunjaya Mitta, Soumick Chatterjee, Oliver Speck, Andreas Nürnberger

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

Journal ref Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods 2021 - Volume 1

2012.09279 2020-12-18 eess.IV cs.CV cs.LG 80%

Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation

Hao Tang, Xingwei Liu, Kun Han, Shanlin Sun, Narisu Bai, Xuming Chen, Huang Qian, Yong Liu, Xiaohui Xie

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

Comments Accepted WACV 2021

2010.09456 2020-10-20 eess.IV cs.CV cs.LG 80%

GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation

Zhanwei Xu, Yukun Cao, Cheng Jin, Guozhu Shao, Xiaoqing Liu, Jie Zhou, Heshui Shi, Jianjiang Feng

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

Comments 10 pages, 11 figures

2010.06423 2020-10-14 q-bio.QM eess.IV 80%

A comprehensive protocol for manual segmentation of the human claustrum and its sub-regions using high-resolution MRI

Seung Suk Kang, Joseph Bodenheimer, Tracey Butler

专题命中医学影像：MRI(title,abstract)；分类 q-bio、eess.IV

Comments 15 pages, 6 figures

2009.12894 2020-09-29 eess.IV cs.CV cs.LG 80%

ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation

Bryar Shareef, Alex Vakanski, Min Xian, Phoebe E. Freer

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

Comments 9 pages, 4 tables, 6 figures

1909.12116 2020-09-01 cs.CV cs.LG eess.IV stat.ML 80%

Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim, Chanyong Jung, Jong Chul Ye

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

Comments accepted for publication in the SIAM Journal on Imaging Sciences

2004.14462 2020-08-20 eess.IV physics.med-ph q-bio.QM 80%

Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI

Hari McGrath, Peichao Li, Reuben Dorent, Robert Bradford, Shakeel Saeed, Sotirios Bisdas, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren

专题命中医学影像：MRI(title,abstract)；分类 q-bio、eess.IV

Comments 15 pages, 5 figures

2008.01792 2020-08-07 cs.CV cs.LG cs.PL eess.IV 80%

Deep Learning Based Early Diagnostics of Parkinsons Disease

Elcin Huseyn

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

2005.11003 2020-08-06 eess.IV cs.CV cs.LG 80%

SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation

Jieli Zhou, Baoyu Jing, Zeya Wang

专题命中医学影像：pathology(abstract)；radiology(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments BIOKDD 2020: 19th International Workshop on Data Mining in Bioinformatics

2003.12040 2020-03-27 cs.CV cs.LG eess.IV 80%

Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images

Qilei Chen, Ping Liu, Jing Ni, Yu Cao, Benyuan Liu, Honggang Zhang

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

2002.12776 2020-03-20 q-bio.NC cs.LG 80%

ResNets, NeuralODEs and CT-RNNs are Particular Neural Regulatory Networks

Radu Grosu

专题命中医学影像：CT(title,abstract)；分类 cs.LG、q-bio

Comments 9 pages, 4 figures

2002.06330 2020-02-18 q-bio.QM eess.IV 80%

Development of Conditional Random Field Insert for UNet-based Zonal Prostate Segmentation on T2-Weighted MRI

Peng Cao, Susan M. Noworolski, Olga Starobinets, Natalie Korn, Sage P. Kramer, Antonio C. Westphalen, Andrew P. Leynes, Valentina Pedoia, Peder Larson

专题命中医学影像：MRI(title,abstract)；分类 q-bio、eess.IV

1. 医学影像 22694 篇

A New Approach in MRI Signal Processing for Detecting the Axonal Organization of the Brain

RA V-Net: Deep learning network for automated liver segmentation

A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging

Solving Inverse Problems in Medical Imaging with Score-Based Generative Models

FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation

Classification of anatomic structures in head and neck by CT-based radiomics

Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications

QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks

Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor

Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks

Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas

Segmentation of 2D Brain MR Images

Generative Residual Attention Network for Disease Detection

MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation

ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising

HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images

Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation

Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution

Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation

Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation

GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation

A comprehensive protocol for manual segmentation of the human claustrum and its sub-regions using high-resolution MRI

ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation

Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems

Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI

Deep Learning Based Early Diagnostics of Parkinsons Disease

SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation

Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images

ResNets, NeuralODEs and CT-RNNs are Particular Neural Regulatory Networks

Development of Conditional Random Field Insert for UNet-based Zonal Prostate Segmentation on T2-Weighted MRI