Frontiers in Artificial Intelligence | Medicine and Public Health

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

in Medicine and Public Health

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

2,819 views
6 citations

Methods

Published on 14 Jan 2025

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

in Medicine and Public Health

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

2,013 views
1 citation

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

in Medicine and Public Health

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

5,851 views
11 citations

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

4,990 views
4 citations

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

4,602 views
6 citations

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

1,641 views
1 citation

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

1,013 views

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

5,657 views
5 citations

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

4,382 views
4 citations

Original Research

Published on 06 Jan 2025

Visceral condition assessment through digital tongue image analysis

in Medicine and Public Health

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

4,982 views
1 citation

Original Research

Published on 24 Dec 2024

Reader’s digest version of scientific writing: comparative evaluation of summarization capacity between large language models and medical students in analyzing scientific writing in sleep medicine

in Medicine and Public Health

Jacob Matalon
August Spurzem
Sana Ahsan
Elizabeth White
Ronik Kothari
Madhu Varma

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1477535

2,690 views
1 citation

Systematic Review

Published on 23 Dec 2024

The role of artificial intelligence in preoperative planning for Total Hip Arthroplasty: a systematic review

in Medicine and Public Health

Javad Khaje Mozafari
Seyed Ali Moshtaghioon
Seyed Mani Mahdavi
Alireza Ghaznavi
Morteza Behjat
Ali Yeganeh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1417729

3,939 views
10 citations

Original Research

Published on 20 Dec 2024

Prediction of PD-L1 tumor positive score in lung squamous cell carcinoma with H&E staining images and deep learning

in Medicine and Public Health

Qiushi Wang
Xixiang Deng
Pan Huang
Qiang Ma
Lianhua Zhao
Yangyang Feng
Yiying Wang
Yuan Zhao
Yan Chen
Peng Zhong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1452563

2,325 views
1 citation

Review

Published on 20 Dec 2024

Artificial intelligence: clinical applications and future advancement in gastrointestinal cancers

in Medicine and Public Health

Abolfazl Akbari
Maryam Adabi
Mohsen Masoodi
Abolfazl Namazi
Fatemeh Mansouri
Seidamir Pasha Tabaeian
Zahra Shokati Eshkiki

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1446693

3,770 views
3 citations

Technology and Code

Published on 18 Dec 2024

Artificial intelligence in triage of COVID-19 patients

in Medicine and Public Health

Yuri Oliveira
Iêda Rios
Paula Araújo
Alinne Macambira
Marcos Guimarães
Lúcia Sales
Marcos Rosa Júnior
André Nicola
Mauro Nakayama
Hermeto Paschoalick

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1495074

2,564 views
2 citations

Review

Published on 13 Dec 2024

Assuring assistance to healthcare and medicine: Internet of Things, Artificial Intelligence, and Artificial Intelligence of Things

in Medicine and Public Health

Poshan Belbase
Rajan Bhusal
Sapana Sharma Ghimire
Shreesti Sharma
Bibek Banskota

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1442254

5,559 views
7 citations

Policy and Practice Reviews

Published on 09 Dec 2024

Navigating the unseen peril: safeguarding medical imaging in the age of AI

in Medicine and Public Health

Alexandra Maertens
Steve Brykman
Thomas Hartung
Andrei Gafita
Harrison Bai
David Hoelzer
Ed Skoudis
Channing Judith Paller

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1400732

3,144 views

Original Research

Published on 06 Dec 2024

Explainable machine learning for predicting recurrence-free survival in endometrial carcinosarcoma patients

in Medicine and Public Health

Samantha Bove
Francesca Arezzo
Gennaro Cormio
Erica Silvestris
Alessia Cafforio
Maria Colomba Comes
Annarita Fanizzi
Giuseppe Accogli
Gerardo Cazzato
Giorgio De Nunzio

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1388188

1,945 views

Original Research

Published on 04 Dec 2024

Evaluation of large language models under different training background in Chinese medical examination: a comparative study

in Medicine and Public Health

Siwen Zhang
Qi Chu
Yujun Li
Jialu Liu
Jiayi Wang
Chi Yan
Wenxi Liu
Yizhen Wang
Chengcheng Zhao
Xinyue Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1442975

2,484 views
2 citations

Perspective

Published on 04 Dec 2024

AI-assisted human clinical reasoning in the ICU: beyond “to err is human”

in Medicine and Public Health

Khalil El Gharib
Bakr Jundi
David Furfaro
Raja-Elie E. Abdulnour

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1506676

4,558 views
3 citations

Original Research

Published on 03 Dec 2024

Graph theoretic visualization of patient and health worker messaging in the EHR

in Medicine and Public Health

Muhammad Zia ul Haq
Andrew Hornback
Arash Harzand
David Andrew Gutman
Bradley Gallaher
Evan D. Schoenberg
Yuanda Zhu
May D. Wang
Blake Anderson

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1422208

3,015 views

Original Research

Published on 28 Nov 2024

Socially interactive agents for robotic neurorehabilitation training: conceptualization and proof-of-concept study

in Medicine and Public Health

Rhythm Arora
Pooja Prajod
Matteo Lavit Nicora
Daniele Panzeri
Giovanni Tauro
Rocco Vertechy
Matteo Malosio
Elisabeth André
Patrick Gebhard

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1441955

2,144 views
5 citations

Original Research

Published on 25 Nov 2024

Toward explainable deep learning in healthcare through transition matrix and user-friendly features

in Medicine and Public Health

Oleksander Barmak
Iurii Krak
Sergiy Yakovlev
Eduard Manziuk
Pavlo Radiuk
Vladislav Kuznetsov

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1482141

2,464 views
5 citations

Review

Published on 19 Nov 2024

Vision-language models for medical report generation and visual question answering: a review

in Medicine and Public Health

Iryna Hartsock
Ghulam Rasool

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1430984

29,886 views
117 citations

504 articles

articles

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

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

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

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

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

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

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

Application progress of artificial intelligence in tumor diagnosis and treatment

Visceral condition assessment through digital tongue image analysis

Reader’s digest version of scientific writing: comparative evaluation of summarization capacity between large language models and medical students in analyzing scientific writing in sleep medicine

The role of artificial intelligence in preoperative planning for Total Hip Arthroplasty: a systematic review

Prediction of PD-L1 tumor positive score in lung squamous cell carcinoma with H&E staining images and deep learning

Artificial intelligence: clinical applications and future advancement in gastrointestinal cancers

Artificial intelligence in triage of COVID-19 patients

Assuring assistance to healthcare and medicine: Internet of Things, Artificial Intelligence, and Artificial Intelligence of Things

Navigating the unseen peril: safeguarding medical imaging in the age of AI

Explainable machine learning for predicting recurrence-free survival in endometrial carcinosarcoma patients

Evaluation of large language models under different training background in Chinese medical examination: a comparative study

AI-assisted human clinical reasoning in the ICU: beyond “to err is human”

Graph theoretic visualization of patient and health worker messaging in the EHR

Socially interactive agents for robotic neurorehabilitation training: conceptualization and proof-of-concept study

Toward explainable deep learning in healthcare through transition matrix and user-friendly features

Vision-language models for medical report generation and visual question answering: a review