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

451 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

Original Research

Published on 13 Dec 2024

Predicting student self-efficacy in Muslim societies using machine learning algorithms

in Data Analytics for Social Impact

Mohammed Ba-Aoum
Mohammed Alrezq
Jyotishka Datta
Konstantinos P. Triantis

Frontiers in Big Data

doi 10.3389/fdata.2024.1449572

186 views

Technology and Code

Accepted on 12 Dec 2024

A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs And Machine Learning

in Data Science

Shivika Prasanna
Ajay Kumar
Deepthi Rao
Eduardo J Simoes
Praveen Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1466391

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

229 views

Original Research

Accepted on 09 Dec 2024

Towards a Physics-Guided Machine Learning Approach for Predicting Chaotic Systems Dynamics

in Big Data Networks

Liu Feng
Yang Liu
Benyun Shi
Jiming Liu

Frontiers in Big Data

doi 10.3389/fdata.2024.1506443

Systematic Review

Published on 05 Dec 2024

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

in Cybersecurity and Privacy

Krishnashree Achuthan
Sasangan Ramanathan
Sethuraman Srinivas
Raghu Raman

Frontiers in Big Data

doi 10.3389/fdata.2024.1497535

679 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

294 views

Original Research

Published on 02 Dec 2024

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

in Data Analytics for Social Impact

Manoj Kumar M. V.
Nasser Almuraqab
Immanuel Azaad Moonesar
Udo Christian Braendle
Ananth Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1417752

457 views

Review

Published on 29 Nov 2024

Establishing and evaluating trustworthy AI: overview and research challenges

in Machine Learning and Artificial Intelligence

Dominik Kowald
Sebastian Scher
Viktoria Pammer-Schindler
Peter Müllner
Kerstin Waxnegger
Lea Demelius
Angela Fessl
Maximilian Toller
Inti Gabriel Mendoza Estrada
Ilija Šimić

Frontiers in Big Data

doi 10.3389/fdata.2024.1467222

432 views

Original Research

Published on 28 Nov 2024

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

in Data Science

Sherif Elmitwalli
John Mehegan
Allen Gallagher
Raouf Alebshehy

Frontiers in Big Data

doi 10.3389/fdata.2024.1501154

499 views

Methods

Accepted on 27 Nov 2024

Constructing a Metadata Knowledge Graph as an atlas for demystifying AI Pipeline optimization

in Machine Learning and Artificial Intelligence

Revathy Venkataramanan
Aalap Tripathy
Tarun Kumar
Sergey Serebryakov
Annmary Justine
Arpit Shah
Suparna Bhattacharya
Martin Foltin
Paolo Faraboschi
Kaushik Roy

Frontiers in Big Data

doi 10.3389/fdata.2024.1476506

Data Report

Published on 27 Nov 2024

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

in Data Mining and Management

Opeyemi U. Lawal
Lawrence Goodridge

Frontiers in Big Data

doi 10.3389/fdata.2024.1437580

289 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

Published on 20 Nov 2024

Credibility-based knowledge graph embedding for identifying social brand advocates

in Machine Learning and Artificial Intelligence

Bilal Abu-Salih
Salihah Alotaibi
Manaf Al-Okaily
Mohammed Aljaafari
Muder Almiani

Frontiers in Big Data

doi 10.3389/fdata.2024.1469819

454 views

Methods

Published on 20 Nov 2024

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping

in Data Mining and Management

Haoliang Wang
Chen Zhao
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2024.1444634

274 views

Navigation group

Articles

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

Predicting student self-efficacy in Muslim societies using machine learning algorithms

A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs And Machine Learning

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

Towards a Physics-Guided Machine Learning Approach for Predicting Chaotic Systems Dynamics

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

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

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

Establishing and evaluating trustworthy AI: overview and research challenges

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

Constructing a Metadata Knowledge Graph as an atlas for demystifying AI Pipeline optimization

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

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

Credibility-based knowledge graph embedding for identifying social brand advocates

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping