Frontiers in Big Data

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

817 views

Original Research

Published on 03 Oct 2024

Machine learning-based remission prediction in rheumatoid arthritis patients treated with biologic disease-modifying anti-rheumatic drugs: findings from the Kuwait rheumatic disease registry

in Machine Learning and Artificial Intelligence

Ahmad R. Alsaber
Adeeba Al-Herz
Balqees Alawadhi
Iyad Abu Doush
Parul Setiya
Ahmad T. AL-Sultan
Khulood Saleh
Adel Al-Awadhi
Eman Hasan
Waleed Al-Kandari

Frontiers in Big Data

doi 10.3389/fdata.2024.1406365

1,156 views

Original Research

Published on 30 Sep 2024

Prediction and classification of obesity risk based on a hybrid metaheuristic machine learning approach

in Data Science

Zarindokht Helforoush
Hossein Sayyad

Frontiers in Big Data

doi 10.3389/fdata.2024.1469981

1,932 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

2,718 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

1,772 views

Review

Published on 16 Sep 2024

Current state of data stewardship tools in life science

in Data Mining and Management

Anna Aksenova
Anoop Johny
Tim Adams
Phil Gribbon
Marc Jacobs
Martin Hofmann-Apitius

Frontiers in Big Data

doi 10.3389/fdata.2024.1428568

1,525 views

Original Research

Published on 13 Sep 2024

Navigating pathways to automated personality prediction: a comparative study of small and medium language models

in Machine Learning and Artificial Intelligence

Fatima Habib
Zeeshan Ali
Akbar Azam
Komal Kamran
Fahad Mansoor Pasha

Frontiers in Big Data

doi 10.3389/fdata.2024.1387325

1,256 views

Review

Published on 10 Sep 2024

When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data

in Data Science

Xiaoyao Han
Oskar Josef Gstrein
Vasilios Andrikopoulos

Frontiers in Big Data

doi 10.3389/fdata.2024.1441869

2,100 views

Technology and Code

Published on 09 Sep 2024

SparkDWM: a scalable design of a Data Washing Machine using Apache Spark

in Data Mining and Management

Nicholas Kofi Akortia Hagan
John R. Talburt

Frontiers in Big Data

doi 10.3389/fdata.2024.1446071

687 views

Review

Published on 04 Sep 2024

Deepfake: definitions, performance metrics and standards, datasets, and a meta-review

in Cybersecurity and Privacy

Enes Altuncu
Virginia N. L. Franqueira
Shujun Li

Frontiers in Big Data

doi 10.3389/fdata.2024.1400024

5,180 views
1 citation

Original Research

Published on 29 Aug 2024

Sparse and Expandable Network for Google's Pathways

in Machine Learning and Artificial Intelligence

Charles X. Ling
Ganyu Wang
Boyu Wang

Frontiers in Big Data

doi 10.3389/fdata.2024.1348030

1,581 views

Brief Research Report

Published on 21 Aug 2024

Efficient use of binned data for imputing univariate time series data

in Data Mining and Management

Jay Darji
Nupur Biswas
Vijay Padul
Jaya Gill
Santosh Kesari
Shashaanka Ashili

Frontiers in Big Data

doi 10.3389/fdata.2024.1422650

939 views

Original Research

Published on 16 Aug 2024

Equitable differential privacy

in Big Data Networks

Vasundhara Kaul
Tamalika Mukherjee

Frontiers in Big Data

doi 10.3389/fdata.2024.1420344

1,106 views

Original Research

Published on 14 Aug 2024

Data science's cultural construction: qualitative ideas for quantitative work

in Big Data Networks

Philipp Brandt

Frontiers in Big Data

doi 10.3389/fdata.2024.1287442

1,323 views

Original Research

Published on 31 Jul 2024

The development and application of a novel E-commerce recommendation system used in electric power B2B sector

in Recommender Systems

Wenjun Meng
Lili Chen
Zhaomin Dong

Frontiers in Big Data

doi 10.3389/fdata.2024.1374980

2,865 views

Original Research

Published on 22 Jul 2024

Technologies and main functionalities of the telemonitoring application reCOVeryaID

in Data Mining and Management

Daniela D'Auria
Fabio Bettini
Selene Tognarelli
Diego Calvanese
Arianna Menciassi

Frontiers in Big Data

doi 10.3389/fdata.2024.1360092

1,507 views

Navigation group

Articles

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

Machine learning-based remission prediction in rheumatoid arthritis patients treated with biologic disease-modifying anti-rheumatic drugs: findings from the Kuwait rheumatic disease registry

Prediction and classification of obesity risk based on a hybrid metaheuristic machine learning approach

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

Current state of data stewardship tools in life science

Navigating pathways to automated personality prediction: a comparative study of small and medium language models

When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data

SparkDWM: a scalable design of a Data Washing Machine using Apache Spark

Deepfake: definitions, performance metrics and standards, datasets, and a meta-review

Sparse and Expandable Network for Google's Pathways

Efficient use of binned data for imputing univariate time series data

Equitable differential privacy

Data science's cultural construction: qualitative ideas for quantitative work

The development and application of a novel E-commerce recommendation system used in electric power B2B sector

Technologies and main functionalities of the telemonitoring application reCOVeryaID