Frontiers in Big Data | Medicine and Public Health

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

2,152 views
1 citation

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

9,954 views
6 citations

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

6,541 views
6 citations

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

6,597 views
11 citations

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

7,929 views
9 citations

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

3,645 views
2 citations

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

3,026 views
4 citations

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

6,760 views
9 citations

Original Research

Published on 02 May 2024

Toward explainable AI in radiology: Ensemble-CAM for effective thoracic disease localization in chest X-ray images using weak supervised learning

in Medicine and Public Health

Muhammad Aasem
Muhammad Javed Iqbal

Frontiers in Big Data

doi 10.3389/fdata.2024.1366415

4,486 views
4 citations

Original Research

Published on 25 Mar 2024

Exploring dermoscopic structures for melanoma lesions' classification

in Medicine and Public Health

Fiza Saeed Malik
Muhammad Haroon Yousaf
Hassan Ahmed Sial
Serestina Viriri

Frontiers in Big Data

doi 10.3389/fdata.2024.1366312

6,580 views
4 citations

Original Research

Published on 18 Mar 2024

The impact of comorbidities and economic inequality on COVID-19 mortality in Mexico: a machine learning approach

in Medicine and Public Health

Jorge Méndez-Astudillo

Frontiers in Big Data

doi 10.3389/fdata.2024.1298029

3,450 views
3 citations

Original Research

Published on 29 Feb 2024

Predicting risk of preterm birth in singleton pregnancies using machine learning algorithms

in Medicine and Public Health

Qiu-Yan Yu
Ying Lin
Yu-Run Zhou
Xin-Jun Yang
Joris Hemelaar

Frontiers in Big Data

doi 10.3389/fdata.2024.1291196

4,814 views
4 citations

Original Research

Published on 29 Feb 2024

Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project

in Medicine and Public Health

Dmitry Kolobkov
Satyarth Mishra Sharma
Aleksandr Medvedev
Mikhail Lebedev
Egor Kosaretskiy
Ruslan Vakhitov

Frontiers in Big Data

doi 10.3389/fdata.2024.1266031

5,870 views
18 citations

Editorial

Published on 21 Feb 2024

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0

in Medicine and Public Health

Sujata Dash
Subhendu Kumar Pani
Wellington Pinheiro dos Santos

Frontiers in Big Data

doi 10.3389/fdata.2024.1368581

1,534 views
1 citation

Original Research

Published on 10 Jan 2024

Trends of the COVID-19 dynamics in 2022 and 2023 vs. the population age, testing and vaccination levels

in Medicine and Public Health

Igor Nesteruk

Frontiers in Big Data

doi 10.3389/fdata.2023.1355080

3,104 views
6 citations

Correction

Published on 20 Dec 2023

Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

in Medicine and Public Health

Shekhar Mahmud
Mohammed Mansour
Turker Berk Donmez
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1338363

1,609 views
4 citations

Correction

Published on 11 Dec 2023

Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images

in Medicine and Public Health

Shekhar Mahmud
Turker Berk Donmez
Mohammed Mansour
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1335213

1,596 views
2 citations

Original Research

Published on 03 Nov 2023

Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

in Medicine and Public Health

Shekhar Mahmud
Mohammed Mansour
Turker Berk Donmez
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1291329

5,642 views
8 citations

Original Research

Published on 23 Oct 2023

Experimental study and clustering of operating staff of search systems in the sense of stress resistance

in Medicine and Public Health

Nataliya Shakhovska
Roman Kaminskyi
Bohdan Khudoba

Frontiers in Big Data

doi 10.3389/fdata.2023.1239017

1,487 views

Original Research

Published on 19 Oct 2023

Anemia detection through non-invasive analysis of lip mucosa images

in Medicine and Public Health

Shekhar Mahmud
Turker Berk Donmez
Mohammed Mansour
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1241899

8,397 views
13 citations

Editorial

Published on 13 Oct 2023

Editorial: Women in AI medicine and public health 2022

in Medicine and Public Health

Lin-Ching Chang
Anastasia Angelopoulou

Frontiers in Big Data

doi 10.3389/fdata.2023.1303367

2,027 views

Methods

Published on 25 Sep 2023

Modeling and analyzing the action process of monoamine hormones in depression: a Petri nets-based intelligent approach

in Medicine and Public Health

Xuyue Wang
Wangyang Yu
Chao Zhang
Jia Wang
Fei Hao
Jin Li
Jing Zhang

Frontiers in Big Data

doi 10.3389/fdata.2023.1268503

1,596 views
1 citation

Technology and Code

Published on 18 Sep 2023

An intelligent telemonitoring application for coronavirus patients: reCOVeryaID

in Medicine and Public Health

Daniela D'Auria
Raffaele Russo
Alfonso Fedele
Federica Addabbo
Diego Calvanese

Frontiers in Big Data

doi 10.3389/fdata.2023.1205766

3,018 views
7 citations

Perspective

Published on 24 Aug 2023

The digitized chronic disease management model: scalable strategies for implementing standardized healthcare and big data analytics in Shanghai

in Medicine and Public Health

Mengyun Sui
Minna Cheng
Sheng Zhang
Yuheng Wang
Qinghua Yan
Qinping Yang
Fei Wu
Long Xue
Yan Shi
Chen Fu

Frontiers in Big Data

doi 10.3389/fdata.2023.1241296

6,962 views
9 citations

142 articles

articles

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

Toward explainable AI in radiology: Ensemble-CAM for effective thoracic disease localization in chest X-ray images using weak supervised learning

Exploring dermoscopic structures for melanoma lesions' classification

The impact of comorbidities and economic inequality on COVID-19 mortality in Mexico: a machine learning approach

Predicting risk of preterm birth in singleton pregnancies using machine learning algorithms

Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0

Trends of the COVID-19 dynamics in 2022 and 2023 vs. the population age, testing and vaccination levels

Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images

Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

Experimental study and clustering of operating staff of search systems in the sense of stress resistance

Anemia detection through non-invasive analysis of lip mucosa images

Editorial: Women in AI medicine and public health 2022

Modeling and analyzing the action process of monoamine hormones in depression: a Petri nets-based intelligent approach

An intelligent telemonitoring application for coronavirus patients: reCOVeryaID

The digitized chronic disease management model: scalable strategies for implementing standardized healthcare and big data analytics in Shanghai