Systematic Review

Accepted on 23 Dec 2024

Artificial Intelligence for the detection of Acute Myeloid Leukemia from microscopic blood images; A Systematic Review and Meta-analysis

in Medicine and Public Health

Feras Al-Obeidat
Wael Hafez
Asrar Rashid
Mahir Khalil Khalil
Ivan Cherrez-Ojeda

Frontiers in Big Data

doi 10.3389/fdata.2024.1402926

Opinion

Published on 16 Dec 2024

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

in Medicine and Public Health

Aravinda C. V
Sudeepa K. B
S. Pradeep
P. Suraksha
Meng Lin

Frontiers in Big Data

doi 10.3389/fdata.2024.1489020

514 views

Original Research

Accepted on 13 Dec 2024

Exploring Infodemiology: Unravelling the Intricate Relationships among Stress, Headaches, Migraines, and Suicide through Google Trends Analysis

in Medicine and Public Health

RAPURU RUSHENDRAN
Vellapandian Chitra

Frontiers in Big Data

doi 10.3389/fdata.2024.1365417

103 views

Original Research

Published on 11 Dec 2024

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

in Medicine and Public Health

Gabrielle Dagasso
Matthias Wilms
Sarah J. MacEachern
Nils D. Forkert

Frontiers in Big Data

doi 10.3389/fdata.2024.1429910

276 views

Systematic Review

Published on 02 Dec 2024

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

in Medicine and Public Health

Guan-Jiang Huang
Zhi-Jun Fan
Biao-Qing Lu

Frontiers in Big Data

doi 10.3389/fdata.2024.1428074

378 views

Original Research

Accepted on 25 Nov 2024

Exploring the pivotal variables of tongue diagnosis between patients with chronic kidney disease and health participants

in Medicine and Public Health

Po-Chi Hsu
Jia-Ming Chen
Chia-Chu Chang
Yu-Jun Chang
Ping-Fang Chiu
John Y. Chiang
Lun-Chien Lo

Frontiers in Big Data

doi 10.3389/fdata.2024.1443646

Original Research

Accepted on 08 Nov 2024

A Supervised Learning-Based Classification Technique for Precise Identification of Monkeypox Using Skin Imaging

in Medicine and Public Health

Vandana -
Chetna Sharma
Yonis Gulzar
Mohammad Shuaib Mir

Frontiers in Big Data

doi 10.3389/fdata.2024.1506567

199 views

Editorial

Published on 22 Oct 2024

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

in Medicine and Public Health

V. E. Sathishkumar

Frontiers in Big Data

doi 10.3389/fdata.2024.1502398

1,116 views

Original Research

Published on 03 Oct 2024

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

in Medicine and Public Health

Peng Huang
Jiawen Shang
Yuhan Fan
Zhihui Hu
Jianrong Dai
Zhiqiang Liu
Hui Yan

Frontiers in Big Data

doi 10.3389/fdata.2024.1462745

752 views

Systematic Review

Published on 25 Sep 2024

Making the most of big qualitative datasets: a living systematic review of analysis methods

in Medicine and Public Health

Abinaya Chandrasekar
Sigrún Eyrúnardóttir Clark
Sam Martin
Samantha Vanderslott
Elaine C. Flores
David Aceituno
Phoebe Barnett
Cecilia Vindrola-Padros
Norha Vera San Juan

Frontiers in Big Data

doi 10.3389/fdata.2024.1455399

1,999 views

Review

Published on 19 Sep 2024

Data-driven classification and explainable-AI in the field of lung imaging

in Medicine and Public Health

Syed Taimoor Hussain Shah
Syed Adil Hussain Shah
Iqra Iqbal Khan
Atif Imran
Syed Baqir Hussain Shah
Atif Mehmood
Shahzad Ahmad Qureshi
Mudassar Raza
Angelo Di Terlizzi
Marco Cavaglià

Frontiers in Big Data

doi 10.3389/fdata.2024.1393758

1,302 views

Original Research

Published on 27 Jun 2024

YOLOv8's advancements in tuberculosis identification from chest images

in Medicine and Public Health

Mohamudha Parveen Rahamathulla
W. R. Sam Emmanuel
A. Bindhu
Mohamed Mustaq Ahmed

Frontiers in Big Data

doi 10.3389/fdata.2024.1401981

1,882 views
1 citation

Original Research

Published on 26 Jun 2024

MedT5SQL: a transformers-based large language model for text-to-SQL conversion in the healthcare domain

in Medicine and Public Health

Alaa Marshan
Anwar Nais Almutairi
Athina Ioannou
David Bell
Asmat Monaghan
Mahir Arzoky

Frontiers in Big Data

doi 10.3389/fdata.2024.1371680

2,465 views

Original Research

Published on 17 Jun 2024

Toward the design of persuasive systems for a healthy workplace: a real-time posture detection

in Medicine and Public Health

Grace Ataguba
Rita Orji

Frontiers in Big Data

doi 10.3389/fdata.2024.1359906

1,340 views

Mini Review

Published on 20 May 2024

Big data and its impact on the 3Rs: a home cage monitoring oriented review

in Medicine and Public Health

Sara Fuochi
Mara Rigamonti
Eoin C. O'Connor
Paolo De Girolamo
Livia D'Angelo

Frontiers in Big Data

doi 10.3389/fdata.2024.1390467

1,420 views
1 citation

Original Research

Published on 16 May 2024

Development and application of a machine learning-based predictive model for obstructive sleep apnea screening

in Medicine and Public Health

Kang Liu
Shi Geng
Ping Shen
Lei Zhao
Peng Zhou
Wen Liu

Frontiers in Big Data

doi 10.3389/fdata.2024.1353469

2,317 views
1 citation

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Articles

Artificial Intelligence for the detection of Acute Myeloid Leukemia from microscopic blood images; A Systematic Review and Meta-analysis

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

Exploring Infodemiology: Unravelling the Intricate Relationships among Stress, Headaches, Migraines, and Suicide through Google Trends Analysis

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

Exploring the pivotal variables of tongue diagnosis between patients with chronic kidney disease and health participants

A Supervised Learning-Based Classification Technique for Precise Identification of Monkeypox Using Skin Imaging

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

Making the most of big qualitative datasets: a living systematic review of analysis methods

Data-driven classification and explainable-AI in the field of lung imaging

YOLOv8's advancements in tuberculosis identification from chest images

MedT5SQL: a transformers-based large language model for text-to-SQL conversion in the healthcare domain

Toward the design of persuasive systems for a healthy workplace: a real-time posture detection

Big data and its impact on the 3Rs: a home cage monitoring oriented review

Development and application of a machine learning-based predictive model for obstructive sleep apnea screening