Frontiers in Artificial Intelligence

Original Research

Published on 13 Jan 2025

Evaluating the effectiveness of prompt engineering for knowledge graph question answering

in Machine Learning and Artificial Intelligence

Catherine Kosten
Farhad Nooralahzadeh
Kurt Stockinger

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1454258

1,823 views

Original Research

Published on 10 Jan 2025

Artificial intelligence-based framework for early detection of heart disease using enhanced multilayer perceptron

in Medicine and Public Health

Monir Abdullah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1539588

1,431 views

Original Research

Published on 09 Jan 2025

Dynamic-budget superpixel active learning for semantic segmentation

in AI in Food, Agriculture and Water

Yuemin Wang
Ian Stavness

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1498956

943 views

Original Research

Published on 09 Jan 2025

Evaluating accuracy and reproducibility of large language model performance on critical care assessments in pharmacy education

in Medicine and Public Health

Huibo Yang
Mengxuan Hu
Amoreena Most
W. Anthony Hawkins
Brian Murray
Susan E. Smith
Sheng Li
Andrea Sikora

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1514896

1,521 views

Original Research

Published on 09 Jan 2025

Protecting digital assets using an ontology based cyber situational awareness system

in Machine Learning and Artificial Intelligence

Tariq Ammar Almoabady
Yasser Mohammad Alblawi
Ahmad Emad Albalawi
Majed M. Aborokbah
S. Manimurugan
Ahmed Aljuhani
Hussain Aldawood
P. Karthikeyan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1394363

1,034 views

Perspective

Published on 08 Jan 2025

Fostering effective hybrid human-LLM reasoning and decision making

in Machine Learning and Artificial Intelligence

Andrea Passerini
Aryo Gema
Pasquale Minervini
Burcu Sayin
Katya Tentori

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1464690

2,377 views

Original Research

Published on 08 Jan 2025

Developing and validating a drug recommendation system based on tumor microenvironment and drug fingerprint

in Medicine and Public Health

Yan Wang
Xiaoye Jin
Rui Qiu
Bo Ma
Sheng Zhang
Xuyang Song
Jinxi He

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1444127

601 views

Original Research

Published on 08 Jan 2025

SPEMix: a lightweight method via superclass pseudo-label and efficient mixup for echocardiogram view classification

in Machine Learning and Artificial Intelligence

Shizhou Ma
Yifeng Zhang
Delong Li
Yixin Sun
Zhaowen Qiu
Lei Wei
Suyu Dong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1467218

825 views

Review

Published on 07 Jan 2025

A bird’s-eye view of the biological mechanism and machine learning prediction approaches for cell-penetrating peptides

in Machine Learning and Artificial Intelligence

Maduravani Ramasundaram
Honglae Sohn
Thirumurthy Madhavan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1497307

1,162 views

Review

Published on 07 Jan 2025

A systematic review of Machine Learning and Deep Learning approaches in Mexico: challenges and opportunities

in Machine Learning and Artificial Intelligence

José Luis Uc Castillo
Ana Elizabeth Marín Celestino
Diego Armando Martínez Cruz
José Tuxpan Vargas
José Alfredo Ramos Leal
Janete Morán Ramírez

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1479855

1,616 views

Correction

Published on 07 Jan 2025

Corrigendum: Person-based design and evaluation of MIA, a digital medical interview assistant for radiology

in Medicine and Public Health

Kerstin Denecke
Daniel Reichenpfader
Dominic Willi
Karin Kennel
Harald Bonel
Knud Nairz
Nikola Cihoric
Damien Papaux
Hendrik von Tengg-Kobligk

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1546421

418 views

Original Research

Published on 07 Jan 2025

Accelerating computational fluid dynamics simulation of post-combustion carbon capture modeling with MeshGraphNets

in Machine Learning and Artificial Intelligence

Bo Lei
Yucheng Fu
Jose Cadena
Amar Saini
Yeping Hu
Jie Bao
Zhijie Xu
Brenda Ng
Phan Nguyen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1441985

927 views

Review

Published on 07 Jan 2025

Countering AI-powered disinformation through national regulation: learning from the case of Ukraine

in Machine Learning and Artificial Intelligence

Anatolii Marushchak
Stanislav Petrov
Anayit Khoperiya

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1474034

5,182 views
1 citation

Original Research

Published on 07 Jan 2025

Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets

in Medicine and Public Health

Inam Abousaber
Haitham F. Abdallah
Hany El-Ghaish

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1499530

1,245 views

Review

Published on 07 Jan 2025

Application progress of artificial intelligence in tumor diagnosis and treatment

in Medicine and Public Health

Fan Sun
Li Zhang
Zhongsheng Tong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1487207

1,453 views

Original Research

Published on 07 Jan 2025

Grammar-constrained decoding for structured information extraction with fine-tuned generative models applied to clinical trial abstracts

in Natural Language Processing

David M. Schmidt
Philipp Cimiano

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1406857

1,055 views