医学 AI - arXivDaily 专题

2210.15033 2024-10-28 eess.IV cs.CV 62%

Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging

Axel Garcia-Vega, Ricardo Espinosa, Luis Ramirez-Guzman, Thomas Bazin, Luis Falcon-Morales, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul

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

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

2410.17343 2024-10-24 eess.SP cs.AI cs.LG 62%

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

Zekun Jiang, Wei Dai, Qu Wei, Ziyuan Qin, Kang Li, Le Zhang

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

Comments 9 pages, 4 figures, 3 tables, accepted by ACM BCB 2024

2410.15947 2024-10-24 eess.IV cs.AI cs.CV 62%

AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review

Yuki Hagiwara, Octavia-Andreea Ciora, Maureen Monnet, Gino Lancho, Jeanette Miriam Lorenz

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

2410.12827 2024-10-18 eess.IV cs.CV 62%

DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification

Yooseung Shin, Kwanseok Oh, Heung-Il Suk

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

Comments 10 pages, 5 figures, 3 tables

2410.09444 2024-10-15 eess.IV cs.CV 62%

Diabetic retinopathy image classification method based on GreenBen data augmentation

Yutong Liu, Jie Gao, Haijiang Zhu

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

2410.09105 2024-10-15 eess.IV cs.AI cs.CV 62%

Artificial intelligence techniques in inherited retinal diseases: A review

Han Trinh, Jordan Vice, Jason Charng, Zahra Tajbakhsh, Khyber Alam, Fred K. Chen, Ajmal Mian

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

2409.19396 2024-10-01 cs.LG cs.CV cs.SY eess.SY 62%

Canonical Correlation Guided Deep Neural Network

Zhiwen Chen, Siwen Mo, Haobin Ke, Steven X. Ding, Zhaohui Jiang, Chunhua Yang, Weihua Gui

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

Comments 11 pages, 13 figures

2407.13090 2024-09-26 eess.IV cs.CV 62%

Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net

Akkidas Noel Prakash, Jahnvi Sai Ganta, Ramaswami Krishnadas, Tin A. Tunc, Satish K Panda

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

2409.10089 2024-09-17 eess.IV cs.CV 62%

Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models

Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, Satoru Tanioka, Fujimaro Ishida, Dietmar Frey

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

2409.06687 2024-09-11 eess.IV cs.CV 62%

A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)

Sabit Ahamed Preanto, Md. Taimur Ahad, Yousuf Rayhan Emon, Sumaya Mustofa, Md Alamin

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

2407.07076 2024-09-05 eess.IV cs.CV 62%

MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder

Xuehan Liu, Md Rakibul Hasan, Tom Gedeon, Md Zakir Hossain

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

Comments Xuehan Liu and Md Rakibul Hasan contributed equally to this work

Journal ref Computers in Biology and Medicine, Volume 182, November 2024

2409.00724 2024-09-04 eess.SP cs.AI cs.LG cs.SD eess.AS 62%

BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems

Shams Nafisa Ali, Afia Zahin, Samiul Based Shuvo, Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash, Sayeed Sajjad Razin, S. M. Sakeef Sani, Farihin Rahman, Nawshad Binta Nizam, Farhat Binte Azam, Rakib Hossen, Sumaiya Ohab, Nawsabah Noor, Taufiq Hasan

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

Comments 14 pages, 13 figures

2409.00718 2024-09-04 eess.IV cs.AI cs.CV 62%

Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration using Concurrent Fundus and Optical Coherence Tomography Images

Pragya Gupta, Subhamoy Mandal, Debashree Guha, Debjani Chakraborty

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

Comments 27th International Conference on Pattern Recognition (ICPR) 2024

2406.07060 2024-09-04 cs.CL cs.AI cs.LG eess.AS eess.SP 62%

Reading Miscue Detection in Primary School through Automatic Speech Recognition

Lingyun Gao, Cristian Tejedor-Garcia, Helmer Strik, Catia Cucchiarini

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

Comments Proc. INTERSPEECH 2024, 1-5 September 2024. Kos Island, Greece

Journal ref Proc. Interspeech 2024, 5153-5157

2409.00395 2024-09-04 cs.CV cs.LG 62%

Self-supervised Fusarium Head Blight Detection with Hyperspectral Image and Feature Mining

Yu-Fan Lin, Ching-Heng Cheng, Bo-Cheng Qiu, Cheng-Jun Kang, Chia-Ming Lee, Chih-Chung Hsu

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

Comments Beyond Visible Spectrum: AI for Agriculture Challenge, in conjunted with ICPR 2024

2408.13315 2024-08-27 eess.IV cs.CV 62%

A systematic review: Deep learning-based methods for pneumonia region detection

Xinmei Xu

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

Comments 8 pages, 1 figure, published on Applied and Computational Engineering

Journal ref ACE (2023) Vol. 22: 210-217

2408.10733 2024-08-21 eess.IV cs.CV 62%

Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model

Aliza Subedi, Smriti Regmi, Nisha Regmi, Bhumi Bhusal, Ulas Bagci, Debesh Jha

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

2408.08790 2024-08-19 eess.IV cs.AI cs.CV 62%

A Disease-Specific Foundation Model Using Over 100K Fundus Images: Release and Validation for Abnormality and Multi-Disease Classification on Downstream Tasks

Boa Jang, Youngbin Ahn, Eun Kyung Choe, Chang Ki Yoon, Hyuk Jin Choi, Young-Gon Kim

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

Comments 10 pages, 4 figures

2406.16908 2024-08-15 eess.SP cs.AI cs.LG 62%

Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection

Dinuka Sandun Udayantha, Kavindu Weerasinghe, Nima Wickramasinghe, Akila Abeyratne, Kithmin Wickremasinghe, Jithangi Wanigasinghe, Anjula De Silva, Chamira U. S. Edussooriya

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

Comments Paper is accepted to IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024. Final Version

2406.18568 2024-08-13 cs.CV cs.AI cs.LG 62%

A Diagnostic Model for Acute Lymphoblastic Leukemia Using Metaheuristics and Deep Learning Methods

Amir Masoud Rahmani, Parisa Khoshvaght, Hamid Alinejad-Rokny, Samira Sadeghi, Parvaneh Asghari, Zohre Arabi, Mehdi Hosseinzadeh

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

2407.20172 2024-07-30 eess.IV cs.AI cs.CV 62%

LatentArtiFusion: An Effective and Efficient Histological Artifacts Restoration Framework

Zhenqi He, Wenrui Liu, Minghao Yin, Kai Han

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

Comments Accept to DGM4MICCAI2024

2407.08167 2024-07-12 eess.IV cs.CV 62%

DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification

Yuan Zhang, Yaolei Qi, Xiaoming Qi, Yongyue Wei, Guanyu Yang

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

Comments Accepted by MICCAI2024

2310.12574 2024-07-03 eess.IV cs.CV 62%

A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification

Gia Minh Hoang, Youngjoo Lee, Jae Gwan Kim

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

2312.07981 2024-07-02 cs.LG cs.SD eess.SP 62%

Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation

Haiming Yi, Lei Hou, Yuhong Jin, Nasser A. Saeed, Ali Kandil, Hao Duan

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

Journal ref Mechanical Systems and Signal Processing, 2024, 216: 111481

2402.06530 2024-06-28 cs.LG cs.AI eess.SP 62%

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification

Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

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

2406.16895 2024-06-26 eess.SP cs.AI cs.LG 62%

Coronary Artery Disease Classification Using One-dimensional Convolutional Neural Network

Atitaya Phoemsuk, Vahid Abolghasemi

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

2308.11639 2024-06-11 eess.SP cs.AI cs.LG 62%

An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns

Tae Yeob Kang, Haebom Lee, Sungho Suh

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

Comments Accepted in IEEE Transactions on Device and Materials Reliability

2406.05605 2024-06-11 cs.CV cs.AI cs.LG 62%

Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye

Sayan Mandal

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

Comments Dissertation

2406.02775 2024-06-06 cs.LG cs.AI cs.ET eess.SP 62%

Diagnostic Digital Twin for Anomaly Detection in Floating Offshore Wind Energy

Florian Stadtmann, Adil Rasheed

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

2405.12255 2024-05-24 eess.IV cs.CV 62%

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

Shantanu Ghosh, Clare B. Poynton, Shyam Visweswaran, Kayhan Batmanghelich

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

Comments MICCAI 2024, early accept, top 11%

1. 诊断辅助 8264 篇

Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review

DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification

Diabetic retinopathy image classification method based on GreenBen data augmentation

Artificial intelligence techniques in inherited retinal diseases: A review

Canonical Correlation Guided Deep Neural Network

Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net

Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models

A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)

MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder

BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems

Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration using Concurrent Fundus and Optical Coherence Tomography Images

Reading Miscue Detection in Primary School through Automatic Speech Recognition

Self-supervised Fusarium Head Blight Detection with Hyperspectral Image and Feature Mining

A systematic review: Deep learning-based methods for pneumonia region detection

Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model

A Disease-Specific Foundation Model Using Over 100K Fundus Images: Release and Validation for Abnormality and Multi-Disease Classification on Downstream Tasks

Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection

A Diagnostic Model for Acute Lymphoblastic Leukemia Using Metaheuristics and Deep Learning Methods

LatentArtiFusion: An Effective and Efficient Histological Artifacts Restoration Framework

DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification

A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification

Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification

Coronary Artery Disease Classification Using One-dimensional Convolutional Neural Network

An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns

Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye

Diagnostic Digital Twin for Anomaly Detection in Floating Offshore Wind Energy

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography