Diagnosis Accuracy | List of Frontiers open access articles

Original Research

Published on 06 Oct 2025

The potential of DeepSeek for AI-aided diagnosis of antibody-positive autoimmune encephalitis: a single-center, retrospective, observational study

in Medicine and Public Health

Huanyu Meng
Yihua Tang
Yuanqi Qi
Qinming Zhou
Lu He
Sheng Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638904

2,194 views

Systematic Review

Published on 28 Jan 2025

Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis

in Mood Disorders

Yi Pan
Pushi Wang
Bowen Xue
Yanbin Liu
Xinhua Shen
Shiliang Wang
Xing Wang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1515549

6,893 views
10 citations

Systematic Review

Published on 10 Aug 2021

Diagnosis Accuracy of Lung Ultrasound for ARF in Critically Ill Patients: A Systematic Review and Meta-Analysis

in Pulmonary Medicine

Xueyan Yuan
Ling Liu
Wei Chang
Zongsheng Wu
Lili Huang
Yali Chao
Xinxing Lu
Jianfeng Xie
Yi Yang
Haibo Qiu

Frontiers in Medicine

doi 10.3389/fmed.2021.705960

5,440 views
8 citations

Original Research

Published on 08 Jan 2024

Proposed multi-signal input fault diagnosis of wind turbine bearing based on glow model

in Sustainable Energy Systems

Bin Wang
Fei Wang
Yunbo Zou
Shunshun Fang
Hanzhang Luan
Liang Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1342811

2,015 views
6 citations

Methods

Published on 02 Jun 2022

Toward Improved Diagnosis Accuracy and Treatment of Children, Adolescents, and Young Adults With Ependymoma: The International SIOP Ependymoma II Protocol

in Neuro-Oncology and Neurosurgical Oncology

Pierre Leblond
Maura Massimino
Martin English
Timothy A. Ritzmann
Lorenza Gandola
Gabriele Calaminus
Sophie Thomas
David Pérol
Julien Gautier
Richard G. Grundy

Frontiers in Neurology

doi 10.3389/fneur.2022.887544

12,521 views
31 citations

Original Research

Published on 08 Aug 2025

Research on application of multiparametric MRI to predict FNCLCC grading and ki67 expression in soft tissue sarcoma biopsy pathology: Based on a CT-MRI fusion image registration method

in Cancer Imaging and Image-directed Interventions

Nan Xu
Yang Lu
Xingrong Yang
Juan Tao
Lei Shi
Chuanshu Sun
Shaowu Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1606942

1,322 views

Methods

Published on 03 Aug 2021

A Fault Diagnosis Method for Lithium-Ion Battery Packs Using Improved RBF Neural Network

in Electrochemical Energy Storage

Jia Wang
Shenglong Zhang
Xia Hu

Frontiers in Energy Research

doi 10.3389/fenrg.2021.702139

11,356 views
59 citations

Original Research

Published on 20 Jan 2022

Accuracy of Acceleration Time of Distal Arteries to Diagnose Severe Peripheral Arterial Disease

in General Cardiovascular Medicine

Jean-Eudes Trihan
Guillaume Mahé
Magali Croquette
Vicky Coutant
Cécile Thollot
Jérôme Guillaumat
Damien Lanéelle

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2021.744354

8,962 views
31 citations

Review

Published on 19 May 2025

Revolutionizing precision oncology: the role of artificial intelligence in personalized pediatric cancer care

in Precision Medicine

Hasan Hashem
Iyad Sultan

Frontiers in Medicine

doi 10.3389/fmed.2025.1555893

6,009 views
7 citations

Original Research

Published on 12 Feb 2026

Using swin UNETR deep model for automated detection of alveolar bone fenestration/dehiscence in CBCT

in Biosensors and Biomolecular Electronics

Ailin Xu
Hanxiao Huang
Bin Zhang
Shan Dong
Xiaoxia Che

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2026.1752350

703 views

Review

Published on 19 Apr 2024

Shining a light on liver health: advancements in fluorescence-enhanced enzyme biosensors for early disease detection

in Biosensors and Biomolecular Electronics

Shifeng Liu
Yatong Yin
Shihai Liu
Congxiao Wang
Wenshe Sun
Xiaokun Hu

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2024.1392857

3,268 views
2 citations

Original Research

Published on 06 Jan 2023

Fault diagnosis of a mixed-flow pump under cavitation condition based on deep learning techniques

in Process and Energy Systems Engineering

Yangyang Tan
Guoying Wu
Yanlin Qiu
Honggang Fan
Jun Wan

Frontiers in Energy Research

doi 10.3389/fenrg.2022.1109214

2,451 views
10 citations

Review

Published on 26 Apr 2022

Proteomics in Biomarker Discovery for Tuberculosis: Current Status and Future Perspectives

in Infectious Agents and Disease

Jiubiao Guo
Ximeng Zhang
Xinchun Chen
Yi Cai

Frontiers in Microbiology

doi 10.3389/fmicb.2022.845229

8,150 views
23 citations

Original Research

Accepted on 09 Feb 2026

Fault Diagnosis Method for High-Voltage Circuit Breakers Based on Physics-Informed Transfer Learning

in Mechatronics

Dong Wang
Lubo Zhou
Liyun Xie
Xipu Liu
Shiqi Dong
Junhua Liu

Frontiers in Mechanical Engineering

Methods

Published on 09 Jan 2023

Disturbance auto-encoder generation model: Few-shot learning method for IGBT open-circuit fault diagnosis in three-phase converters

in Process and Energy Systems Engineering

Fan Wu
Gen Qiu
Lefei Zhang
Kai Chen
Li Wang
Jinxu Yu
Jinqi Gao

Frontiers in Energy Research

doi 10.3389/fenrg.2022.1077519

2,144 views
6 citations

Original Research

Published on 23 Apr 2024

Surrogate indices of insulin resistance using the Matsuda index as reference in adult men—a computational approach

in Obesity

Víctor Antonio Malagón-Soriano
Andres Julian Ledezma-Forero
Cristian Felipe Espinel-Pachon
Álvaro Javier Burgos-Cárdenas
Maria Fernanda Garces
Gustavo Eduardo Ortega-Ramírez
Roberto Franco-Vega
Jhon Jairo Peralta-Franco
Luis Miguel Maldonado-Acosta
Jorge Andres Rubio-Romero

Frontiers in Endocrinology

doi 10.3389/fendo.2024.1343641

10,559 views
12 citations

Articles

The potential of DeepSeek for AI-aided diagnosis of antibody-positive autoimmune encephalitis: a single-center, retrospective, observational study

Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis

Diagnosis Accuracy of Lung Ultrasound for ARF in Critically Ill Patients: A Systematic Review and Meta-Analysis

Proposed multi-signal input fault diagnosis of wind turbine bearing based on glow model

Toward Improved Diagnosis Accuracy and Treatment of Children, Adolescents, and Young Adults With Ependymoma: The International SIOP Ependymoma II Protocol

Research on application of multiparametric MRI to predict FNCLCC grading and ki67 expression in soft tissue sarcoma biopsy pathology: Based on a CT-MRI fusion image registration method

A Fault Diagnosis Method for Lithium-Ion Battery Packs Using Improved RBF Neural Network

Accuracy of Acceleration Time of Distal Arteries to Diagnose Severe Peripheral Arterial Disease

Revolutionizing precision oncology: the role of artificial intelligence in personalized pediatric cancer care

Using swin UNETR deep model for automated detection of alveolar bone fenestration/dehiscence in CBCT

Shining a light on liver health: advancements in fluorescence-enhanced enzyme biosensors for early disease detection

Fault diagnosis of a mixed-flow pump under cavitation condition based on deep learning techniques

Proteomics in Biomarker Discovery for Tuberculosis: Current Status and Future Perspectives

Fault Diagnosis Method for High-Voltage Circuit Breakers Based on Physics-Informed Transfer Learning

Disturbance auto-encoder generation model: Few-shot learning method for IGBT open-circuit fault diagnosis in three-phase converters

Surrogate indices of insulin resistance using the Matsuda index as reference in adult men—a computational approach