医学 AI - arXivDaily 专题

2503.20049 2025-03-27 cs.LG q-bio.QM 80%

Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages

Gabriel Bo, Justin Gu, Christopher Sun

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

Comments 6 pages, 4 figures

2502.15317 2025-03-05 q-bio.QM cs.LG 80%

Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia

Yizong Xing, Dhita Putri Pratama, Yuke Wang, Yufan Zhang, Brian E. Chapman

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

Comments 7 pages, 6 figures. This work has been submitted to the Elsevier for possible publication

2502.02630 2025-02-06 q-bio.QM cs.AI cs.LG 80%

scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis

Yu-An Huang, Yao Hu, Yue-Chao Li, Xiyue Cao, Xinyuan Li, Kay Chen Tan, Zhu-Hong You, Zhi-An Huang

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

Comments 31 pages, 5 figures

2410.11046 2024-10-16 cs.IR cs.LG q-bio.QM 80%

SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data

Liang Tao, Yixin Xie, Jeffrey D Deng, Hui Shen, Hong-Wen Deng, Weihua Zhou, Chen Zhao

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

Comments 20 pages, 2 figures

2405.10345 2024-05-20 q-bio.QM cs.AI cs.LG 80%

Machine Learning Driven Biomarker Selection for Medical Diagnosis

Divyagna Bavikadi, Ayushi Agarwal, Shashank Ganta, Yunro Chung, Lusheng Song, Ji Qiu, Paulo Shakarian

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

2307.06472 2024-05-06 cs.CV q-bio.NC 80%

Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor

Zhuowen Yin, Xinyao Ding, Xin Zhang, Zhengwang Wu, Li Wang, Xiangmin Xu, Gang Li

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

2404.07239 2024-04-12 q-bio.QM cs.AI eess.IV 80%

Advancements in Radiomics and Artificial Intelligence for Thyroid Cancer Diagnosis

Milad Yousefi, Shadi Farabi Maleki, Ali Jafarizadeh, Mahya Ahmadpour Youshanlui, Aida Jafari, Siamak Pedrammehr, Roohallah Alizadehsani, Ryszard Tadeusiewicz, Pawel Plawiak

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio、eess.IV

Comments 50 pages, 8 figures, 1 table, 119 references

2402.07268 2024-02-13 q-bio.GN cs.AI cs.LG 80%

Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer

Zehao Dong, Qihang Zhao, Philip R. O. Payne, Michael A Province, Carlos Cruchaga, Muhan Zhang, Tianyu Zhao, Yixin Chen, Fuhai Li

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

2301.01642 2024-01-30 stat.ML cs.LG q-bio.NC 80%

CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis

Kaizhong Zheng, Shujian Yu, Badong Chen

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

Comments Manuscript ia accepted by Neural Networks, The source code and implementation details are freely available at GitHub repository (https://github.com/ZKZ-Brain/CI-GNN/). 45 pages, 14 figures

2401.10844 2024-01-22 cs.NE cs.LG q-bio.GN q-bio.QM stat.AP 80%

Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis

Charles Theodore Kent, Leila Bagheriye, Johan Kwisthout

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

Comments This paper has been accepted in BIOINFORMATICS 2024 (BIOSTEC 2024)

2312.02248 2023-12-07 q-bio.QM cs.LG 80%

Towards early diagnosis of Alzheimer's disease: Advances in immune-related blood biomarkers and computational modeling approaches

Sophia Krix, Ella Wilczynski, Neus Falgàs, Raquel Sánchez-Valle, Eti Yoles, Uri Nevo, Kuti Baruch, Holger Fröhlich

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

2311.03151 2023-11-07 q-bio.NC eess.SP 80%

Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia

Zaineb Ajra, Binbin Xu, Gérard Dray, Jacky Montmain, Stéphane Perrey

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio、eess.SP

Journal ref Front Neurol. 2023; 14: 1270405

2305.14370 2023-05-25 q-bio.NC cs.AI cs.LG cs.NE 80%

A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia

Narges Ramesh, Yasmin Ghodsi, Hamidreza Bolhasani

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

2209.03522 2022-10-24 cs.LG physics.med-ph q-bio.QM 80%

Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application

Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry Korzun

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

Comments 30 pages, 9 figures, 8 tables, 1 algorithm

Journal ref Sensors 2022, 22, 7886

2109.07846 2022-10-18 cs.LG cs.SD eess.AS q-bio.BM 80%

Telehealthcare and Telepathology in Pandemic: A Noninvasive, Low-Cost Micro-Invasive and Multimodal Real-Time Online Application for Early Diagnosis of COVID-19 Infection

Abdullah Bin Shams, Md. Mohsin Sarker Raihan, Md. Mohi Uddin Khan, Ocean Monjur, Rahat Bin Preo

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

Comments 32 Pages. This article has been submitted for review to a prestigious journal

2205.09974 2022-06-30 cs.LG cs.AI physics.med-ph q-bio.QM 80%

Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values and LogNNet Neural Network

Mehmet Tahir Huyut, Andrei Velichko

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

Comments 28 pages, 10 figures, 12 Tables

Journal ref Sensors 2022, 22, 4820

2205.13583 2022-05-30 cs.AI cs.CV q-bio.QM 80%

Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis

Ariel Larey, Eliel Aknin, Nati Daniel, Garrett A. Osswald, Julie M. Caldwell, Mark Rochman, Tanya Wasserman, Margaret H. Collins, Nicoleta C. Arva, Guang-Yu Yang, Marc E. Rothenberg, Yonatan Savir

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

Comments AL, EA, and ND have contributed equally to this work and share first authorship. YS is the corresponding author, e-mail: yoni.savir@technion.ac.il

2203.15804 2022-03-31 cs.LG q-bio.QM stat.AP 80%

Improving The Diagnosis of Thyroid Cancer by Machine Learning and Clinical Data

Nan Miles Xi, Lin Wang, Chuanjia Yang

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

2112.07285 2021-12-15 cs.SD cs.LG eess.AS q-bio.QM 80%

Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice

Kranthi Kumar Lella, Alphonse Pja

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

Journal ref AIMS Public Health. 2021;8(2):240-264

2111.12711 2021-11-29 q-bio.QM eess.IV 80%

Diagnosis of sickle cell anemia using AutoML on UV-Vis absorbance spectroscopy data

Sarthak Srivastava, Radhika N. K., Rajesh Srinivasan, Nishanth K M Nambison, Sai Siva Gorthi

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio、eess.IV

2104.05497 2021-04-13 q-bio.NC cs.LG 80%

Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis

Marco A. Formoso, Andrés Ortiz, Francisco J. Martínez-Murcia, Nicolás Gallego-Molina, Juan L. Luque

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

2004.01275 2020-09-29 eess.AS cs.LG cs.SD q-bio.QM stat.ML 80%

AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App

Ali Imran, Iryna Posokhova, Haneya N. Qureshi, Usama Masood, Muhammad Sajid Riaz, Kamran Ali, Charles N. John, MD Iftikhar Hussain, Muhammad Nabeel

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

Comments Accepted in Informatics in Medicine Unlocked 2020

Journal ref Informatics in Medicine Unlocked, vol. 20, p. 100378, 2020

2006.13522 2020-06-25 eess.IV q-bio.QM 80%

Focal Loss Analysis of Nerve Fiber Layer Reflectance for Glaucoma Diagnosis

Ou Tan, Liang Liu, Qisheng You, Jie Wang, Aiyin Chen, Eliesa Ing, John C. Morrison, Yali Jia, David Huang

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio、eess.IV

Comments pages: 31; Tables: 6; Figures: 9

1810.10941 2018-10-26 cs.CV q-bio.NC 80%

Alzheimer's Disease Diagnosis Based on Cognitive Methods in Virtual Environments and Emotions Analysis

Juan Manuel Fernández Montenegro

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

Comments PhD Thesis 2018

1810.04123 2018-10-10 eess.SP q-bio.QM 80%

Computer-Aided Arrhythmia Diagnosis by Learning ECG Signal

Sai Manoj Pudukotai Dinakarrao, Matthias Wess

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio、eess.SP

Comments 12 pages

1305.7331 2013-06-06 cs.LG q-bio.QM stat.AP 80%

Alternating Decision trees for early diagnosis of dengue fever

M. Naresh Kumar

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

Comments 13 pages, 5 figures, 4 tables

2507.20205 2026-03-16 q-bio.NC cs.GR 80%

HOI-Brain: a novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI

HOI-Brain: 一种新型多通道变换器框架，通过准确提取fMRI中的带符号高阶相互作用进行脑部疾病诊断

Dengyi Zhao, Zhiheng Zhou, Guiying Yan, Dongxiao Yu, Xingqin Qi

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio；medical image(comments)

AI总结 HOI-Brain通过提取fMRI中带符号高阶相互作用，提出多通道Transformer框架，有效诊断脑部疾病并提供生物学见解。

Comments accepted by Medical Image Analysis

1305.4942 2014-10-13 q-bio.QM stat.AP 80%

Computational diagnosis and risk evaluation for canine lymphoma

E. M. Mirkes, I. Alexandrakis, K. Slater, R. Tuli, A. N. Gorban

专题命中诊断辅助：diagnosis(title,abstract)；分类 q-bio

Comments 24 pages, 86 references in the bibliography, Significantly extended version with review of lymphoma biomarkers and data mining methods (Three new sections are added: 1.1. Biomarkers for canine lymphoma, 1.2. Acute phase proteins as lymphoma biomarkers and 3.1. Data mining methods for biomarker cancer diagnosis. Flowcharts of data analysis are included as supplementary material (20 pages)

Journal ref Computers in Biology and Medicine, Volume 53, 1 October 2014, 279-290

2608.15373 2026-08-18 cs.LG cs.NA math.NA 新提交 79%

Beyond Field Accuracy: Two-Axis Diagnosis of Inverse-PINN Parameter Error

超越场精度：逆物理信息神经网络参数误差的双轴诊断

Yifan Zhang, Qian Tao

机构 * School of Software Engineering, South China University of Technology（华南理工大学软件学院）

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

AI总结针对逆PINNs的参数误差问题，提出双轴后训练诊断方法，经三类合成PDE及耦合双参数达西检验验证，可有效分离有限样本分辨率与参数偏好，助力后续研究方向确定。

Comments Preprint with supplementary appendix. 26 pages, 3 figures

2608.13937 2026-08-17 stat.ML cs.LG 新提交 79%

Deep Vision in Smart Manufacturing: MODERN Framework for Intelligent Quality Monitoring and Diagnosis

智能制造中的深度视觉：用于智能质量监测与诊断的MODERN框架

Yicheng Kang, Yuling Jiao, Xin Geng, Mahesh Nagarajan

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

AI总结本文提出用于智能质量监测与诊断的MODERN深度学习框架，结合Inception残差神经网络、迁移学习等技术，经理论证明最优收敛速率且实验表现优于现有方法，得出反直觉管理启示。

1. 诊断辅助 8215 篇

Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages

Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia

scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis

SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data

Machine Learning Driven Biomarker Selection for Medical Diagnosis

Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor

Advancements in Radiomics and Artificial Intelligence for Thyroid Cancer Diagnosis

Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer

CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis

Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis

Towards early diagnosis of Alzheimer's disease: Advances in immune-related blood biomarkers and computational modeling approaches

Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia

A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia

Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application

Telehealthcare and Telepathology in Pandemic: A Noninvasive, Low-Cost Micro-Invasive and Multimodal Real-Time Online Application for Early Diagnosis of COVID-19 Infection

Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values and LogNNet Neural Network

Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis

Improving The Diagnosis of Thyroid Cancer by Machine Learning and Clinical Data

Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice

Diagnosis of sickle cell anemia using AutoML on UV-Vis absorbance spectroscopy data

Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis

AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App

Focal Loss Analysis of Nerve Fiber Layer Reflectance for Glaucoma Diagnosis

Alzheimer's Disease Diagnosis Based on Cognitive Methods in Virtual Environments and Emotions Analysis

Computer-Aided Arrhythmia Diagnosis by Learning ECG Signal

Alternating Decision trees for early diagnosis of dengue fever

HOI-Brain: a novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI

Computational diagnosis and risk evaluation for canine lymphoma

Beyond Field Accuracy: Two-Axis Diagnosis of Inverse-PINN Parameter Error

Deep Vision in Smart Manufacturing: MODERN Framework for Intelligent Quality Monitoring and Diagnosis