Frontiers in Artificial Intelligence

Original Research

Published on 15 Jan 2025

Prediction of outpatient rehabilitation patient preferences and optimization of graded diagnosis and treatment based on XGBoost machine learning algorithm

Xuehui Fan
Ruixue Ye
Yan Gao
Kaiwen Xue
Zeyu Zhang
Jing Xu
Jingpu Zhao
Jun Feng
Yulong Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1473837

3,157 views
7 citations

Original Research

Published on 15 Jan 2025

SineKAN: Kolmogorov-Arnold Networks using sinusoidal activation functions

Eric Reinhardt
Dinesh Ramakrishnan
Sergei Gleyzer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1462952

4,686 views
23 citations

Original Research

Published on 14 Jan 2025

Fine-tuning a local LLaMA-3 large language model for automated privacy-preserving physician letter generation in radiation oncology

Yihao Hou
Christoph Bert
Ahmed Gomaa
Godehard Lahmer
Daniel Höfler
Thomas Weissmann
Raphaela Voigt
Philipp Schubert
Charlotte Schmitter
Alina Depardon

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1493716

6,597 views
15 citations

Methods

Published on 14 Jan 2025

Clinical entity-aware domain adaptation in low resource setting for inflammatory bowel disease

Sumam Francis
Fernando Crema Garcia
Kanimozhi Uma
Willem Mestdagh
Bart De Moor
Marie-Francine Moens

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1450477

2,263 views
1 citation

Original Research

Published on 13 Jan 2025

Evaluating the effectiveness of prompt engineering for knowledge graph question answering

Catherine Kosten
Farhad Nooralahzadeh
Kurt Stockinger

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1454258

8,041 views
4 citations

Review

Published on 13 Jan 2025

The sociolinguistic foundations of language modeling

Jack Grieve
Sara Bartl
Matteo Fuoli
Jason Grafmiller
Weihang Huang
Alejandro Jawerbaum
Akira Murakami
Marcus Perlman
Dana Roemling
Bodo Winter

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1472411

18,188 views
19 citations

Original Research

Published on 10 Jan 2025

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

Monir Abdullah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1539588

5,453 views
4 citations

Original Research

Published on 09 Jan 2025

Dynamic-budget superpixel active learning for semantic segmentation

Yuemin Wang
Ian Stavness

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1498956

3,410 views
1 citation

Original Research

Published on 09 Jan 2025

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

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

5,286 views
10 citations

Original Research

Published on 09 Jan 2025

Protecting digital assets using an ontology based cyber situational awareness system

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

3,435 views
4 citations

Perspective

Published on 08 Jan 2025

Fostering effective hybrid human-LLM reasoning and decision making

Andrea Passerini
Aryo Gema
Pasquale Minervini
Burcu Sayin
Katya Tentori

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1464690

8,683 views
12 citations

Original Research

Published on 08 Jan 2025

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

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

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1444127

1,803 views
2 citations

Original Research

Published on 08 Jan 2025

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

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

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1467218

1,693 views
1 citation

Review

Published on 07 Jan 2025

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

Maduravani Ramasundaram
Honglae Sohn
Thirumurthy Madhavan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1497307

3,055 views
2 citations

Review

Published on 07 Jan 2025

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

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

10,574 views
5 citations

Correction

Published on 07 Jan 2025

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

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

1,114 views

Original Research

Published on 07 Jan 2025

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

Inam Abousaber
Haitham F. Abdallah
Hany El-Ghaish

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1499530

6,683 views
10 citations

Review

Published on 07 Jan 2025

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

Anatolii Marushchak
Stanislav Petrov
Anayit Khoperiya

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1474034

12,591 views
6 citations

Original Research

Published on 07 Jan 2025

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

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

3,120 views
2 citations

Review

Published on 07 Jan 2025

Application progress of artificial intelligence in tumor diagnosis and treatment

Fan Sun
Li Zhang
Zhongsheng Tong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1487207

4,881 views
4 citations

Original Research

Published on 07 Jan 2025

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

David M. Schmidt
Philipp Cimiano

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1406857

3,992 views
1 citation

Original Research

Published on 06 Jan 2025

Evaluating the role of generative AI and color patterns in the dissemination of war imagery and disinformation on social media

Estibaliz García-Huete
Sara Ignacio-Cerrato
David Pacios
José Luis Vázquez-Poletti
María José Pérez-Serrano
Andrea Donofrio
Clemente Cesarano
Nikolaos Schetakis
Alessio Di Iorio

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1457247

4,886 views
5 citations

Original Research

Published on 06 Jan 2025

Visceral condition assessment through digital tongue image analysis

Siu Cheong Ho
Yiliang Chen
Yao Jie Xie
Wing-Fai Yeung
Shu-Cheng Chen
Jing Qin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1501184

5,823 views
2 citations

Methods

Published on 06 Jan 2025

Ocular Biometry OCR: a machine learning algorithm leveraging optical character recognition to extract intra ocular lens biometry measurements

Anish Salvi
Leo Arnal
Kevin Ly
Gabriel Ferreira
Sophia Y. Wang
Curtis Langlotz
Vinit Mahajan
Chase A. Ludwig

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1428716

2,248 views
3 citations

1,955 Publications

volumes

Volume 7 - 2024

Prediction of outpatient rehabilitation patient preferences and optimization of graded diagnosis and treatment based on XGBoost machine learning algorithm

SineKAN: Kolmogorov-Arnold Networks using sinusoidal activation functions

Fine-tuning a local LLaMA-3 large language model for automated privacy-preserving physician letter generation in radiation oncology

Clinical entity-aware domain adaptation in low resource setting for inflammatory bowel disease

Evaluating the effectiveness of prompt engineering for knowledge graph question answering

The sociolinguistic foundations of language modeling

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

Dynamic-budget superpixel active learning for semantic segmentation

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

Protecting digital assets using an ontology based cyber situational awareness system

Fostering effective hybrid human-LLM reasoning and decision making

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

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

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

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

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

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

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

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

Application progress of artificial intelligence in tumor diagnosis and treatment

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

Evaluating the role of generative AI and color patterns in the dissemination of war imagery and disinformation on social media

Visceral condition assessment through digital tongue image analysis

Ocular Biometry OCR: a machine learning algorithm leveraging optical character recognition to extract intra ocular lens biometry measurements