医学 AI - arXivDaily 专题

2405.19356 2025-01-03 eess.SP cs.AI cs.LG cs.RO 62%

An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals

Chuheng Wu, S. Farokh Atashzar, Mohammad M. Ghassemi, Tuka Alhanai

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

Comments \c{opyright} 2025 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

2412.19841 2024-12-31 cs.CV eess.IV 62%

FlameGS: Reconstruct flame light field via Gaussian Splatting

Yunhao Shui, Fuhao Zhang, Can Gao, Hao Xue, Zhiyin Ma, Gang Xun, Xuesong Li

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

2404.04736 2024-12-30 cs.CV cs.AI cs.LG 62%

ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging

Iury B. de A. Santos, André C. P. L. F. de Carvalho

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

2412.17975 2024-12-25 cs.CV cs.AI cs.LG 62%

Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks

Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari, Larissa Ferreira Rodrigues Moreira

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

Comments 14 pages

Journal ref Encontro Nacional de Inteligência Artificial e Computacional (ENIAC) 2023

2410.19363 2024-12-24 cs.CV cs.LG 62%

Capsule Endoscopy Multi-classification via Gated Attention and Wavelet Transformations

Lakshmi Srinivas Panchananam, Praveen Kumar Chandaliya, Kishor Upla, Kiran Raja

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

Comments Capsule Vision 2024 Challenge

2406.13129 2024-12-24 cs.CV cs.LG 62%

M3T: Multi-Modal Medical Transformer to bridge Clinical Context with Visual Insights for Retinal Image Medical Description Generation

Nagur Shareef Shaik, Teja Krishna Cherukuri, Dong Hye Ye

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

Comments This paper has been accepted for presentation at the IEEE International Conference on Image Processing (ICIP 2024)

2412.08241 2024-12-12 eess.IV cs.CV 62%

Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification

Haiming Yao, Wei Luo, Xue Wang

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

2412.08131 2024-12-12 cs.CV cs.AI cs.LG 62%

DiffRaman: A Conditional Latent Denoising Diffusion Probabilistic Model for Bacterial Raman Spectroscopy Identification Under Limited Data Conditions

Haiming Yao, Wei Luo, Ang Gao, Tao Zhou, Xue Wang

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

2410.06483 2024-12-11 eess.IV cs.AI cs.CV 62%

Deep Learning Ensemble for Predicting Diabetic Macular Edema Onset Using Ultra-Wide Field Color Fundus Image

Pengyao Qin, Arun J. Thirunavukarasu, Theodoros Arvanitis, Le Zhang

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

2412.04884 2024-12-09 cs.LG cs.AI cs.CV 62%

AI-Driven Non-Invasive Detection and Staging of Steatosis in Fatty Liver Disease Using a Novel Cascade Model and Information Fusion Techniques

Niloufar Delfan, Pardis Ketabi Moghadam, Mohammad Khoshnevisan, Mehdi Hosseini Chagahi, Behzad Hatami, Melika Asgharzadeh, Mohammadreza Zali, Behzad Moshiri, Amin Momeni Moghaddam, Mohammad Amin Khalafi, Khosrow Dehnad

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

2412.03617 2024-12-06 eess.IV cs.CV 62%

End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms

Caiwen Jiang, Mianxin Liu, Kaicong Sun, Dinggang Shen

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

2412.02695 2024-12-04 cs.CY cs.LG eess.SP 62%

An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques

Medha Pappula, Syed Muhammad Anwar

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

Comments Presented at SIPAIM 2024

2407.21323 2024-12-02 eess.IV cs.CV 62%

STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data

Wei Zhang, Weiming Zeng, Hongyu Chen, Jie Liu, Hongjie Yan, Kaile Zhang, Ran Tao, Wai Ting Siok, Nizhuan Wang

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

Comments This paper is published on Tomography

Journal ref Tomography,2024

2411.17971 2024-11-28 eess.IV cs.AI cs.CE cs.LG 62%

Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets

Seungyeon Kim, Wheesung Lee, Sung-Ho Ahn, Do-Eun Lee, Tae-Rin Lee

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

Comments 4 pages, 3 figures

2411.13490 2024-11-25 eess.IV cs.CV cs.NE cs.PF 62%

Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo

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

2411.13535 2024-11-21 eess.IV cs.CV 62%

Comparative Analysis of Machine Learning and Deep Learning Models for Classifying Squamous Epithelial Cells of the Cervix

Subhasish Das, Satish K Panda, Madhusmita Sethy, Prajna Paramita Giri, Ashwini K Nanda

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

Comments 15 pages, 4 figures

2411.12833 2024-11-21 eess.IV cs.AI cs.CV 62%

Efficient Medicinal Image Transmission and Resolution Enhancement via GAN

Rishabh Kumar Sharma, Mukund Sharma, Pushkar Sharma, Jeetashree Aparjeeta

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

2409.06220 2024-11-19 eess.IV cs.AI cs.CV 62%

CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities

Rashik Shahriar Akash, Radiful Islam, S. M. Saiful Islam Badhon, K. S. M. Tozammel Hossain

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

Comments 11 figures, 9 tables

Journal ref DIGITAL HEALTH, Vol. 10, 2024,

2403.03276 2024-11-19 eess.SP cs.AI cs.LG 62%

ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures

Salim Rukhsar, Anil Kumar Tiwari

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

Comments 11 pages, 7 figures, Journal Paper

2411.08582 2024-11-14 eess.SP cs.AI cs.LG 62%

Intelligent Algorithms For Signature Diagnostics Of Three-Phase Motors

Stepan Svirin, Artem Ryzhikov, Saraa Ali, Denis Derkach

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

2411.05900 2024-11-12 cs.CV cs.LG 62%

Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised Learning

Francesco Girlanda, Olga Demler, Bjoern Menze, Neda Davoudi

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

Comments Accepted to British Machine Vision Conference (BMVC) 2024

2411.05880 2024-11-12 cs.CV cs.AI cs.LG 62%

Towards Equitable ASD Diagnostics: A Comparative Study of Machine and Deep Learning Models Using Behavioral and Facial Data

Mohammed Aledhari, Mohamed Rahouti, Ali Alfatemi

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

2411.05302 2024-11-11 eess.IV cs.CV physics.med-ph 62%

Adaptive Whole-Body PET Image Denoising Using 3D Diffusion Models with ControlNet

Boxiao Yu, Kuang Gong

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

2408.13800 2024-11-07 eess.IV cs.CV 62%

BCDNet: A Fast Residual Neural Network For Invasive Ductal Carcinoma Detection

Yujia Lin, Aiwei Lian, Mingyu Liao, Shuangjie Yuan

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

Comments 5 pages, 3 figures

2411.02614 2024-11-06 eess.IV cs.CV 62%

Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading

Sharon Chokuwa, Muhammad Haris Khan

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

Comments Accepted at WACV 2025

2411.02456 2024-11-06 cs.CV eess.IV 62%

A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning

Harini Narayanan, Sindhu Ghanta

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

2404.06676 2024-11-06 cs.LG eess.SP stat.AP 62%

Topological Feature Search Method for Multichannel EEG: Application in ADHD classification

Tianming Cai, Guoying Zhao, Junbin Zang, Chen Zong, Zhidong Zhang, Chenyang Xue

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

2411.00548 2024-11-04 cs.CV cs.AI cs.LG 62%

Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems

Sourav Modak, Anthony Stein

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

2410.19151 2024-10-28 eess.IV cs.CV 62%

CapsuleNet: A Deep Learning Model To Classify GI Diseases Using EfficientNet-b7

Aniket Das, Ayushman Singh, Nishant, Sharad Prakash

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

Comments Capsule Vision 2024 Challenge

2306.16045 2024-10-28 cs.CV cs.AI cs.LG 62%

OpenNDD: Open Set Recognition for Neurodevelopmental Disorders Detection

Jiaming Yu, Zihao Guan, Xinyue Chang, Shujie Liu, Zhenshan Shi, Xiumei Liu, Changcai Yang, Riqing Chen, Lanyan Xue, Lifang Wei

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

Comments This work has been submitted to the IEEE for possible publication

1. 诊断辅助 8264 篇

An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals

FlameGS: Reconstruct flame light field via Gaussian Splatting

ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging

Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks

Capsule Endoscopy Multi-classification via Gated Attention and Wavelet Transformations

M3T: Multi-Modal Medical Transformer to bridge Clinical Context with Visual Insights for Retinal Image Medical Description Generation

Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification

DiffRaman: A Conditional Latent Denoising Diffusion Probabilistic Model for Bacterial Raman Spectroscopy Identification Under Limited Data Conditions

Deep Learning Ensemble for Predicting Diabetic Macular Edema Onset Using Ultra-Wide Field Color Fundus Image

AI-Driven Non-Invasive Detection and Staging of Steatosis in Fatty Liver Disease Using a Novel Cascade Model and Information Fusion Techniques

End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms

An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques

STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data

Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets

Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

Comparative Analysis of Machine Learning and Deep Learning Models for Classifying Squamous Epithelial Cells of the Cervix

Efficient Medicinal Image Transmission and Resolution Enhancement via GAN

CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities

ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures

Intelligent Algorithms For Signature Diagnostics Of Three-Phase Motors

Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised Learning

Towards Equitable ASD Diagnostics: A Comparative Study of Machine and Deep Learning Models Using Behavioral and Facial Data

Adaptive Whole-Body PET Image Denoising Using 3D Diffusion Models with ControlNet

BCDNet: A Fast Residual Neural Network For Invasive Ductal Carcinoma Detection

Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading

A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning

Topological Feature Search Method for Multichannel EEG: Application in ADHD classification

Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems

CapsuleNet: A Deep Learning Model To Classify GI Diseases Using EfficientNet-b7

OpenNDD: Open Set Recognition for Neurodevelopmental Disorders Detection