医学 AI - arXivDaily 专题

2410.24046 2024-11-01 eess.IV cs.CV cs.LG 75%

Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis

Junliang Du, Yiru Cang, Tong Zhou, Jiacheng Hu, Weijie He

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2409.18967 2024-10-01 q-bio.NC cs.CV 75%

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis

Haokai Zhao, Haowei Lou, Lina Yao, Yu Zhang

专题命中诊断辅助：diagnosis(title)；分类 cs.CV、q-bio

Comments 14 pages, 16 figures, submitted to Journal of Neural Engineering

2303.09340 2024-08-09 eess.IV cs.CV cs.LG physics.med-ph 75%

Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction

Johannes Thalhammer, Manuel Schultheiss, Tina Dorosti, Tobias Lasser, Franz Pfeiffer, Daniela Pfeiffer, Florian Schaff

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 11 pages, 6 figures, 1 table

Journal ref Radiol Artif Intell. 2024 Jul;6(4):e230275

1904.13216 2024-04-03 eess.SP cs.CV eess.IV 75%

Signal2Image Modules in Deep Neural Networks for EEG Classification

Paschalis Bizopoulos, George I Lambrou, Dimitrios Koutsouris

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV、eess.SP

Comments 4 pages, 2 figures, 1 table, EMBC 2019

Journal ref 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

2202.03583 2024-04-02 eess.IV cs.AI cs.CV cs.LG 75%

Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs

Dipkamal Bhusal, Sanjeeb Prasad Panday

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 13 pages

2402.02188 2024-02-07 eess.IV cs.CV cs.LG 75%

Diabetes detection using deep learning techniques with oversampling and feature augmentation

María Teresa García-Ordás, Carmen Benavides, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref Computer Methods and Programs in Biomedicine, Volume 202, April 2021, ID 105968

2401.03621 2024-01-12 eess.IV cs.AI cs.CV cs.LG 75%

Machine Learning Applications in Traumatic Brain Injury: A Spotlight on Mild TBI

Hanem Ellethy, Shekhar S. Chandra, Viktor Vegh

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments The manuscript has 34 pages, 3 figures, and 4 tables

2310.03964 2023-10-09 cs.LG cs.AI q-bio.NC 75%

A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis

Eunsong Kang, Da-woon Heo, Jiwon Lee, Heung-Il Suk

专题命中诊断辅助：diagnosis(title)；分类 cs.LG、q-bio

2304.01347 2023-09-13 q-bio.NC cs.LG cs.MM 75%

Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization Analysis

Cheng Zhu, Ying Tan, Shuqi Yang, Jiaqing Miao, Jiayi Zhu, Huan Huang, Dezhong Yao, Cheng Luo

专题命中诊断辅助：diagnosis(title)；分类 cs.LG、q-bio

2303.12801 2023-03-24 eess.IV cs.CV cs.LG 75%

A Data Augmentation Method and the Embedding Mechanism for Detection and Classification of Pulmonary Nodules on Small Samples

Yang Liu, Yue-Jie Hou, Chen-Xin Qin, Xin-Hui Li, Si-Jing Li, Bin Wang, Chi-Chun Zhou

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2206.06725 2023-03-03 eess.IV cs.CV cs.LG physics.med-ph 75%

Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images

Alessandro Sciarra, Soumick Chatterjee, Max Dünnwald, Giuseppe Placidi, Andreas Nürnberger, Oliver Speck, Steffen Oeltze-Jafra

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2210.08979 2022-10-18 eess.IV cs.AI cs.CV cs.HC cs.LG 75%

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

Yuzhe Lu, Adam Perer

专题命中诊断辅助：medical AI(abstract)；medical image(abstract)；分类 cs.CV、cs.LG、eess.IV

2206.01344 2022-06-06 eess.IV cs.CV cs.LG 75%

Detecting Pulmonary Embolism from Computed Tomography Using Convolutional Neural Network

Chia-Hung Yang, Yun-Chien Cheng, Chin Kuo

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2107.03220 2022-05-25 q-bio.NC cs.LG physics.med-ph q-bio.QM 75%

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

Yanqiao Zhu, Hejie Cui, Lifang He, Lichao Sun, Carl Yang

专题命中诊断辅助：diagnosis(title)；分类 cs.LG、q-bio

Comments Formal version accepted to IEEE EMBC 2022; previously presented at ICML 2021 Workshop on Computational Approaches to Mental Health (no proceedings)

2107.12009 2022-04-26 eess.IV cs.CV cs.LG 75%

Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans

Noa Cahan, Edith M. Marom, Shelly Soffer, Yiftach Barash, Eli Konen, Eyal Klang, Hayit Greenspan

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 12 pages, 6 figures, 5 tables

Journal ref Computer Methods and Programs in Biomedicine. 220, (2022) 106815

2111.06254 2022-02-28 eess.IV cs.CV cs.LG 75%

Detecting COVID-19 from Chest Computed Tomography Scans using AI-Driven Android Application

Aryan Verma, Sagar B. Amin, Muhammad Naeem, Monjoy Saha

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref Computers in Biology and Medicine, 143 (2022), 105298

2202.03737 2022-02-09 eess.IV cs.CV cs.LG 75%

A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography

Juan Zuluaga-Gomez, N. Zerhouni, Z. Al Masry, C. Devalland, C. Varnier

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Article published at: Journal of Medical Engineering & Technology (Volume 43, 2019 - Issue 5)

2110.13652 2021-10-27 eess.IV cs.CV cs.LG 75%

A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning

Jialun Wu, Haichuan Zhang, Zeyu Gao, Xinrui Bao, Tieliang Gong, Chunbao Wang, Chen Li

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments BIBM 2021 accepted, 9 pages including reference, 3 figures and 1 table

2008.08871 2021-08-16 eess.IV cs.CV cs.LG physics.med-ph 75%

Deep learning-based transformation of the H&E stain into special stains

Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Kuang-Yu Jen, Alexander Nobori, Sofia Liou, Sarah Zhang, Rana Riahi, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 27 Pages, 6 Figures

Journal ref Nature Communications (2021)

2107.09728 2021-07-23 cs.LG q-bio.QM 75%

Machine Learning Approaches to Automated Flow Cytometry Diagnosis of Chronic Lymphocytic Leukemia

Akum S. Kang, Loveleen C. Kang, Stephen M. Mastorides, Philip R. Foulis, Lauren A. DeLand, Robert P. Seifert, Andrew A. Borkowski

专题命中诊断辅助：diagnosis(title)；分类 cs.LG、q-bio

Comments 4 pp

2103.08516 2021-03-16 eess.IV cs.CV cs.LG 75%

Which K-Space Sampling Schemes is good for Motion Artifact Detection in Magnetic Resonance Imaging?

Mohammad Reza Mohebbian, Ekta Walia, Khan A. Wahid

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2012.02234 2020-12-07 eess.IV cs.CV cs.LG 75%

COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches

Khalfalla Awedat, Almabrok Essa

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 7 pages, 6 figures

2010.04049 2020-10-09 eess.IV cs.CV cs.LG 75%

Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study

Jiancheng Yang, Mingze Gao, Kaiming Kuang, Bingbing Ni, Yunlang She, Dong Xie, Chang Chen

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments MICCAI 2020 (Early Accepted)

2009.03184 2020-09-08 eess.IV cs.CV cs.LG 75%

A New Screening Method for COVID-19 based on Ocular Feature Recognition by Machine Learning Tools

Yanwei Fu, Feng Li, Wenxuan Wang, Haicheng Tang, Xuelin Qian, Mengwei Gu, Xiangyang Xue

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments technical report

2005.13928 2020-05-29 eess.IV cs.CV cs.LG 75%

Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images

D. Gil, K. Díaz-Chito, C. Sánchez, A. Hernández-Sabaté

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2002.00751 2020-02-04 physics.med-ph cs.CV cs.LG eess.IV stat.ML 75%

Separation of target anatomical structure and occlusions in chest radiographs

Johannes Hofmanninger, Sebastian Roehrich, Helmut Prosch, Georg Langs

专题命中诊断辅助：CT(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 5 pages, 1 figure

1912.02907 2019-12-09 eess.IV cs.CV cs.LG 75%

Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges

Jeffrey Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas Vasanawala

专题命中诊断辅助：medical image(abstract)；MRI(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 4 pages, 8 Figures, Conference Submission

1704.01297 2017-04-06 cs.CV nlin.AO nlin.CD q-bio.QM stat.OT 75%

Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features

S Pratiher, S Chatterjee, R Bose

专题命中诊断辅助：diagnosis(title)；分类 cs.CV、q-bio

Comments 20 pages

cs/0305048 2009-11-30 cs.CC cs.CV q-bio.QM 75%

2D Electrophoresis Gel Image and Diagnosis of a Disease

Gene Kim, MyungHo Kim

专题命中诊断辅助：diagnosis(title)；分类 cs.CV、q-bio

Comments 10 pages, DIMACS workshop of Rutgers University, on complexity in Biosystems

2407.14230 2024-07-22 cs.CV cs.LG 74%

ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading

Zhiyuan Yang, Bo Zhang, Yufei Shi, Ningze Zhong, Johnathan Loh, Huihui Fang, Yanwu Xu, Si Yong Yeo

专题命中诊断辅助：medical image(abstract,comments)；diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Accepted by Ophthalmic Medical Image Analysis Workshop at MICCAI'24

1. 诊断辅助 8234 篇

Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis

Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction

Signal2Image Modules in Deep Neural Networks for EEG Classification

Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs

Diabetes detection using deep learning techniques with oversampling and feature augmentation

Machine Learning Applications in Traumatic Brain Injury: A Spotlight on Mild TBI

A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis

Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization Analysis

A Data Augmentation Method and the Embedding Mechanism for Detection and Classification of Pulmonary Nodules on Small Samples

Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

Detecting Pulmonary Embolism from Computed Tomography Using Convolutional Neural Network

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans

Detecting COVID-19 from Chest Computed Tomography Scans using AI-Driven Android Application

A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography

A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning

Deep learning-based transformation of the H&E stain into special stains

Machine Learning Approaches to Automated Flow Cytometry Diagnosis of Chronic Lymphocytic Leukemia

Which K-Space Sampling Schemes is good for Motion Artifact Detection in Magnetic Resonance Imaging?

COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches

Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study

A New Screening Method for COVID-19 based on Ocular Feature Recognition by Machine Learning Tools

Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images

Separation of target anatomical structure and occlusions in chest radiographs

Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges

Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features

2D Electrophoresis Gel Image and Diagnosis of a Disease

ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading