医学 AI - arXivDaily 专题

2305.18841 2024-03-04 q-bio.NC 73%

Identification of Novel Diagnostic Neuroimaging Biomarkers for Autism Spectrum Disorder Through Convolutional Neural Network-Based Analysis of Functional, Structural, and Diffusion Tensor Imaging Data Towards Enhanced Autism Diagnosis

Annie Adhikary

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 15 pages, 7 figures, 2 tables

2401.13990 2024-01-26 eess.IV cs.CV 73%

Deep Learning Innovations in Diagnosing Diabetic Retinopathy: The Potential of Transfer Learning and the DiaCNN Model

Mohamed R. Shoaib, Heba M. Emara, Jun Zhao, Walid El-Shafai, Naglaa F. Soliman, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie, Hamada Esmaiel

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

2401.09475 2024-01-19 cs.CV cs.LG 73%

Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs

Zhaonian Zhang, Richard Jiang

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

2312.00803 2023-12-05 cs.CV cs.LG 73%

InceptionCaps: A Performant Glaucoma Classification Model for Data-scarce Environment

Gyanendar Manohar, Ruairi O'Reilly

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

Comments 8 pages

2309.14080 2023-10-18 eess.AS cs.CL cs.LG cs.SD eess.SP 73%

Analysis and Detection of Pathological Voice using Glottal Source Features

Sudarsana Reddy Kadiri, Paavo Alku

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

Comments Copyright 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref IEEE Journal of Selected Topics in Signal Processing, Vol. 14, No. 2, pp. 367-379, February 2020

2309.06421 2023-09-19 eess.IV cs.CV 73%

AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer

Tao Ma, Chao Zhang, Min Lu, Lin Luo

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

Comments BMVC 2023

2308.09360 2023-08-21 cs.LG eess.SP 73%

Multi-feature concatenation and multi-classifier stacking: an interpretable and generalizable machine learning method for MDD discrimination with rsfMRI

Yunsong Luo, Wenyu Chen, Ling Zhan, Jiang Qiu, Tao Jia

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

2307.10824 2023-07-21 eess.IV cs.CV 73%

Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction like Radiologists

Jianpeng Zhang, Xianghua Ye, Jianfeng Zhang, Yuxing Tang, Minfeng Xu, Jianfei Guo, Xin Chen, Zaiyi Liu, Jingren Zhou, Le Lu, Ling Zhang

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

Comments MICCAI 2023

2307.07525 2023-07-18 cs.HC cs.CV eess.IV 73%

HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration

Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomera, Julio Silva-Rodríguez, Valery Naranjo

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

Comments 11 pages, 9 figures, 6 tables

2306.14646 2023-06-27 eess.IV cs.CV 73%

Multi-View Attention Learning for Residual Disease Prediction of Ovarian Cancer

Xiangneng Gao, Shulan Ruan, Jun Shi, Guoqing Hu, Wei Wei

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

2211.12944 2023-05-19 eess.IV cs.CV 73%

SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model

Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru

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

2305.05430 2023-05-10 eess.IV cs.CV 73%

Bone Marrow Cytomorphology Cell Detection using InceptionResNetV2

Raisa Fairooz Meem, Khandaker Tabin Hasan

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

2301.11871 2023-01-30 eess.IV cs.CV 73%

Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image

Samer Kais Jameel, Sezgin Aydin, Nebras H. Ghaeb, Jafar Majidpour, Tarik A. Rashid, Sinan Q. Salih, P. S. JosephNg

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

Comments 13 pages

Journal ref Biomolecules, 2022

2202.08994 2023-01-02 eess.IV cs.CV 73%

REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

Huihui Fang, Fei Li, Junde Wu, Huazhu Fu, Xu Sun, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunović, Xiulan Zhang, Yanwu Xu

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

Comments 29 pages, 21 figures

2212.10566 2022-12-22 cs.HC cs.CV eess.IV 73%

Visual Analytics for Early Detection of Retinal Diseases

Martin Röhlig, Oliver Stachs, Heidrun Schumann

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

Comments 5 pages, 5 figures

2211.03148 2022-11-09 cs.CV cs.AI cs.LG 73%

UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection

Pratinav Seth, Adil Khan, Ananya Gupta, Saurabh Kumar Mishra, Akshat Bhandari

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

Comments To Appear at Medical Imaging meets NeurIPS Workshop 2022

2210.06664 2022-10-14 eess.IV cs.AI cs.CV 73%

Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography

Charis Y. N. Chiang, Fabian Braeu, Thanadet Chuangsuwanich, Royston K. Y. Tan, Jacqueline Chua, Leopold Schmetterer, Alexandre Thiery, Martin Buist, Michaël J. A. Girard

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

Comments 23 pages, 5 figures

2210.00298 2022-10-04 cs.CV cs.AI cs.LG 73%

An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants

Kush Vora, Dishant Padalia

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

Comments 6 pages, 4 figures, 1 table

2208.03139 2022-08-08 q-bio.QM stat.ML 73%

Machine Learning and Bioinformatics for Diagnosis Analysis of Obesity Spectrum Disorders

Amin Gasmi

专题命中诊断辅助：diagnosis(title)；分类 q-bio

2205.10748 2022-05-24 eess.IV cs.AI cs.CV 73%

Preparing data for pathological artificial intelligence with clinical-grade performance

Yuanqing Yang, Kai Sun, Yanhua Gao, Kuangsong Wang, Gang Yu

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

2203.05880 2022-03-14 cs.LG cs.AI cs.CV 73%

Multi-modal Graph Learning for Disease Prediction

Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yuchen Yang, Yao Zhao

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

Comments Published by IEEE TMI

2202.12237 2022-02-25 cs.CV cs.LG 73%

A comparative study of in-air trajectories at short and long distances in online handwriting

Carlos Alonso-Martinez, Marcos Faundez-Zanuy, Jiri Mekyska

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

Comments 11 pages

Journal ref Cognitive Computation, vol 9, 2017

2106.14675 2022-01-24 q-bio.NC 73%

Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis

Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco J. Martínez-Murcia, Marco Formoso, Almudena Giménez

专题命中诊断辅助：diagnosis(title)；分类 q-bio

2108.04800 2022-01-19 cs.LG cs.CV 73%

Meta-repository of screening mammography classifiers

Benjamin Stadnick, Jan Witowski, Vishwaesh Rajiv, Jakub Chłędowski, Farah E. Shamout, Kyunghyun Cho, Krzysztof J. Geras

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

Comments 17 pages, 2 figures. Meta-repository available at https://www.github.com/nyukat/mammography_metarepository ; v3 adds results on the CSAW-CC dataset

2110.13254 2021-10-27 cs.CV cs.LG 73%

Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection

Weiyao Wang, Aniruddha Tamhane, Christine Santos, John R. Rzasa, James H. Clark, Therese L. Canares, Mathias Unberath

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

2110.06398 2021-10-14 eess.IV cs.CV 73%

CovXR: Automated Detection of COVID-19 Pneumonia in Chest X-Rays through Machine Learning

Vishal Shenoy, Sachin B. Malik

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

Comments 6 pages, 7 figures

2109.13931 2021-09-30 physics.med-ph cs.CV eess.IV 73%

A framework for quantitative analysis of Computed Tomography images of viral pneumonitis: radiomic features in COVID and non-COVID patients

Giulia Zorzi, Luca Berta, Stefano Carrazza, Alberto Torresin

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

Comments 11 pages, 4 figures, preprint

2106.04452 2021-09-22 physics.med-ph cs.LG eess.SP 73%

3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations

Bryan Gopal, Ryan W. Han, Gautham Raghupathi, Andrew Y. Ng, Geoffrey H. Tison, Pranav Rajpurkar

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

Comments 11 pages, 3 figures, paper revision with new set of experiments and comparison to previous methods

2109.01658 2021-09-07 cs.LG cs.AI eess.IV 73%

Artificial Intelligence in Dry Eye Disease

Andrea M. Storås, Inga Strümke, Michael A. Riegler, Jakob Grauslund, Hugo L. Hammer, Anis Yazidi, Pål Halvorsen, Kjell G. Gundersen, Tor P. Utheim, Catherine Jackson

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

2105.04881 2021-09-01 eess.IV cs.CV 73%

Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review

Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Gorriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya

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

Journal ref Computers in Biology and Medicine,Volume 136,2021,104697

1. 诊断辅助 8234 篇

Identification of Novel Diagnostic Neuroimaging Biomarkers for Autism Spectrum Disorder Through Convolutional Neural Network-Based Analysis of Functional, Structural, and Diffusion Tensor Imaging Data Towards Enhanced Autism Diagnosis

Deep Learning Innovations in Diagnosing Diabetic Retinopathy: The Potential of Transfer Learning and the DiaCNN Model

Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs

InceptionCaps: A Performant Glaucoma Classification Model for Data-scarce Environment

Analysis and Detection of Pathological Voice using Glottal Source Features

AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer

Multi-feature concatenation and multi-classifier stacking: an interpretable and generalizable machine learning method for MDD discrimination with rsfMRI

Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction like Radiologists

HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration

Multi-View Attention Learning for Residual Disease Prediction of Ovarian Cancer

SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model

Bone Marrow Cytomorphology Cell Detection using InceptionResNetV2

Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image

REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

Visual Analytics for Early Detection of Retinal Diseases

UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection

Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography

An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants

Machine Learning and Bioinformatics for Diagnosis Analysis of Obesity Spectrum Disorders

Preparing data for pathological artificial intelligence with clinical-grade performance

Multi-modal Graph Learning for Disease Prediction

A comparative study of in-air trajectories at short and long distances in online handwriting

Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis

Meta-repository of screening mammography classifiers

Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection

CovXR: Automated Detection of COVID-19 Pneumonia in Chest X-Rays through Machine Learning

A framework for quantitative analysis of Computed Tomography images of viral pneumonitis: radiomic features in COVID and non-COVID patients

3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations

Artificial Intelligence in Dry Eye Disease

Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review