医学 AI - arXivDaily 专题

2503.02917 2025-03-06 eess.IV cs.AI cs.CV 76%

Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models

Deval Mehta, Yiwen Jiang, Catherine L Jan, Mingguang He, Kshitij Jadhav, Zongyuan Ge

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

Comments Accepted to Information Processing in Medical Imaging (IPMI) 2025

2503.02905 2025-03-06 eess.IV cs.AI cs.CV 76%

Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review

Nicola Rossberg, Celina L. Li, Simone Innocente, Stefan Andersson-Engels, Katarzyna Komolibus, Barry O'Sullivan, Andrea Visentin

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

Comments 52 pages, Preprint, Systematic Review

2502.18233 2025-02-26 cs.LG eess.SP 76%

Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network

Mykola Kozlenko, Olena Zamikhovska, Leonid Zamikhovskyi

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

Comments 11 pages, 9 figures

Journal ref Eastern-European Journal of Enterprise Technologies, vol. 2, no. 2(110), pp. 99-109, Apr. 2021

2501.11168 2025-01-22 cs.CV eess.SP 76%

DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis

Angshuman Roy, Anuvab Sen, Soumyajit Gupta, Soham Haldar, Subhrajit Deb, Taraka Nithin Vankala, Arkapravo Das

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

Comments 7 pages, 12 figures, 3 Tables, Accepted by 15th IEEE Symposium Series on Computational Intelligence (SSCI) 2025, Trondheim, Norway, Europe

2410.10701 2025-01-14 cs.CV cs.AI cs.LG 76%

Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models

Alaa Awad, Salah A. Aly

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

Comments 6 pages, 7 figures, 2 tables, JAC-ECC2024

2501.04493 2025-01-09 eess.IV cs.AI cs.CV 76%

The Role of Machine Learning in Congenital Heart Disease Diagnosis: Datasets, Algorithms, and Insights

Khalil Khan, Farhan Ullah, Ikram Syed, Irfan Ullah

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

2501.01509 2025-01-06 cs.LG cs.AI cs.ET eess.SP 76%

AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis

Milan Jain, Burcu O. Mutlu, Caleb Stam, Jan Strube, Brian A. Schupbach, Jason M. St. John, William A. Pellico

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

Comments Presented in the AAAI Workshop on AI for Time Series Analysis 2025

2408.09644 2024-10-15 eess.SP cs.AI eess.IV 76%

Exploring Wavelet Transformations for Deep Learning-based Machine Condition Diagnosis

Eduardo Jr Piedad, Christian Ainsley Del Rosario, Eduardo Prieto-Araujo, Oriol Gomis-Bellmunt

专题命中诊断辅助：diagnosis(title)；分类 eess.IV、eess.SP

Comments 4 pages, 6 figures, presented at the 2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)

Journal ref 10.1109/Diagnostika61830.2024.10693895

2410.09818 2024-10-15 cs.CV cs.LG math.AT 76%

TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis

Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer

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

Journal ref MICCAI TGI3 2024

2409.07422 2024-09-12 eess.IV cs.CV 76%

Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy

Somayeh Pakdelmoez, Saba Omidikia, Seyyed Ali Seyyedsalehi, Seyyede Zohreh Seyyedsalehi

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

Comments 30 pages, 17 figures

2407.14628 2024-07-23 cs.CV cs.LG 76%

Advancing Melanoma Diagnosis with Self-Supervised Neural Networks: Evaluating the Effectiveness of Different Techniques

Srivishnu Vusirikala, Suraj Rajendran

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

2310.03750 2024-04-04 eess.SP cond-mat.mtrl-sci cs.LG physics.app-ph 76%

Health diagnosis and recuperation of aged Li-ion batteries with data analytics and equivalent circuit modeling

Riko I Made, Jing Lin, Jintao Zhang, Yu Zhang, Lionel C. H. Moh, Zhaolin Liu, Ning Ding, Sing Yang Chiam, Edwin Khoo, Xuesong Yin, Guangyuan Wesley Zheng

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

Comments 20 pages, 5 figures, 1 table

Journal ref iScience (2024)

2403.07113 2024-03-13 cs.CV cs.LG 76%

Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies

Nieves Crasto

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

2401.05137 2024-02-07 eess.IV cs.CV 76%

DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis

Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité, Pierre Deman, Laurent Borderie, Hugang Ren, Niranchana Mannivanan, Capucine Lepicard, Béatrice Cochener, Aude Couturier, Ramin Tadayoni, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec

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

Journal ref Artificial Intelligence in Medicine 2024, 102803

2311.07956 2023-12-08 eess.SP cs.CV 76%

Robust Learning Based Condition Diagnosis Method for Distribution Network Switchgear

Wenxi Zhang, Zhe Li, Weixi Li, Weisi Ma, Xinyi Chen, Sizhe Li

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

2309.05818 2023-09-13 cs.CV eess.IV 76%

Rice Plant Disease Detection and Diagnosis using Deep Convolutional Neural Networks and Multispectral Imaging

Yara Ali Alnaggar, Ahmad Sebaq, Karim Amer, ElSayed Naeem, Mohamed Elhelw

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

2309.00832 2023-09-06 cs.CV cs.LG 76%

ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

Ulyana Tkachenko, Aditya Thyagarajan, Jonas Mueller

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

Comments ICML Workshop on Data-centric Machine Learning Research

2306.13020 2023-06-27 eess.IV cs.AI cs.CV 76%

Toward Automated Detection of Microbleeds with Anatomical Scale Localization: A Complete Clinical Diagnosis Support Using Deep Learning

Jun-Ho Kim, Young Noh, Haejoon Lee, Seul Lee, Woo-Ram Kim, Koung Mi Kang, Eung Yeop Kim, Mohammed A. Al-masni, Dong-Hyun Kim

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

Comments 16 pages, 10 figures,3 tables

2103.03133 2023-05-01 cs.CV cs.AI cs.LG 76%

Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques

Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomas Zemcik, Matous Hybl, Karel Horak, Ludek Zalud

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

Journal ref Sensors, 21-8 (2021), 2764-2780

2303.06868 2023-03-14 eess.IV cs.AI cs.CV 76%

Deep Learning-based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli

Fangyu Zuo, Peiguang Jing, Jinglin Sun, Jizhong, Duan, Yong Ji, Yu Liu

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

2202.00567 2023-02-20 eess.SP cs.AI cs.LG 76%

Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Peide Huang, Michael Rosenberg, Douglas Weber, Emerson Liu, Ding Zhao

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

Comments In ICASSP 2023

2211.10431 2023-01-12 eess.SP cs.LG 76%

Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale

Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Luan Manh Chu, Zihan Wang, Amir Salimi, Abram Hindle, Russell Greiner, Padma Kaul

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

Comments Accepted for NeurIPS 2022 TS4H workshop

2101.10223 2022-12-29 eess.IV cs.CV 76%

A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images

Carlo Alberto Barbano, Enzo Tartaglione, Claudio Berzovini, Marco Calandri, Marco Grangetto

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

Comments 5 pages, 4 figures

2211.06925 2022-11-15 cs.CV cs.LG 76%

Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies

Ryan Wang, Li-Ching Chen, Lama Moukheiber, Mira Moukheiber, Dana Moukheiber, Zach Zaiman, Sulaiman Moukheiber, Tess Litchman, Kenneth Seastedt, Hari Trivedi, Rebecca Steinberg, Po-Chih Kuo, Judy Gichoya, Leo Anthony Celi

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

Comments 15 pages, 12 figures

2110.03877 2022-11-09 eess.IV cs.AI cs.CV 76%

Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis

Fahman Saeed, Muhammad Hussain, Hatim A Aboalsamh, Fadwa Al Adel, Adi Mohammed Al Owaifeer

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

Comments 20 pages, 6 figures

2210.06291 2022-10-13 eess.SP cs.LG 76%

ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets

Weijie Sun, Sunil Vasu Kalmady, Amir Salimi, Nariman Sepehrvand, Eric Ly, Abram Hindle, Russell Greiner, Padma Kaul

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

Comments Accepted in Medical Imaging meets NeurIPS 2021 https://www.cse.cuhk.edu.hk/~qdou/public/medneurips2021/88_ECG_for_high-throughput_screening_of_multiple_diseases_final_version.pdf

2210.01205 2022-10-05 cs.LG eess.AS eess.SP 76%

Diagnosis of Parkinson's Disease Based on Voice Signals Using SHAP and Hard Voting Ensemble Method

Paria Ghaheri, Hamid Nasiri, Ahmadreza Shateri, Arman Homafar

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

2209.02929 2022-09-08 eess.IV cs.CV 76%

Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation

Sumedha Singla

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

Comments PhD thesis

2208.14410 2022-08-31 eess.IV cs.CV 76%

Comparing Results of Thermographic Images Based Diagnosis for Breast Diseases

E. O. Rodrigues, A. Conci, T. B. Borchartt, A. C. Paiva, A. C. Silva, T. MacHenry

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

Journal ref IWSSIP 2014 Proceedings

2207.09667 2022-07-21 cs.LG cs.AI eess.SP stat.AP 76%

Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes

Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean Marc Sellal, Mahmoud Suleiman, Joachim A. Behar

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

1. 诊断辅助 8227 篇

Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models

Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review

Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network

DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis

Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models

The Role of Machine Learning in Congenital Heart Disease Diagnosis: Datasets, Algorithms, and Insights

AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis

Exploring Wavelet Transformations for Deep Learning-based Machine Condition Diagnosis

TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis

Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy

Advancing Melanoma Diagnosis with Self-Supervised Neural Networks: Evaluating the Effectiveness of Different Techniques

Health diagnosis and recuperation of aged Li-ion batteries with data analytics and equivalent circuit modeling

Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies

DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis

Robust Learning Based Condition Diagnosis Method for Distribution Network Switchgear

Rice Plant Disease Detection and Diagnosis using Deep Convolutional Neural Networks and Multispectral Imaging

ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

Toward Automated Detection of Microbleeds with Anatomical Scale Localization: A Complete Clinical Diagnosis Support Using Deep Learning

Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques

Deep Learning-based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli

Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation

Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale

A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images

Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies

Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis

ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets

Diagnosis of Parkinson's Disease Based on Voice Signals Using SHAP and Hard Voting Ensemble Method

Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation

Comparing Results of Thermographic Images Based Diagnosis for Breast Diseases

Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes