Frontiers in Artificial Intelligence | Medicine and Public Health

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

557 views

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

1,106 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

613 views

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

978 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

596 views

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

697 views

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

4,524 views
1 citation

Methods

Published on 12 Nov 2024

Supporting long-term condition management: a workflow framework for the co-development and operationalization of machine learning models using electronic health record data insights

in Medicine and Public Health

Shane Burns
Andrew Cushing
Anna Taylor
David J. Lowe
Christopher Carlin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1458508

895 views

Original Research

Published on 05 Nov 2024

Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication

in Medicine and Public Health

Seyed-Ali Sadegh-Zadeh
Sanaz Khanjani
Shima Javanmardi
Bita Bayat
Zahra Naderi
Amir M. Hajiyavand

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1392611

2,172 views

Methods

Published on 01 Nov 2024

Enhancing random forest predictive performance for foot and mouth disease outbreaks in Uganda: a calibrated uncertainty prediction approach for varying distributions

in Medicine and Public Health

Geofrey Kapalaga
Florence N. Kivunike
Susan Kerfua
Daudi Jjingo
Savino Biryomumaisho
Justus Rutaisire
Paul Ssajjakambwe
Swidiq Mugerwa
Seguya Abbey
Mulindwa H. Aaron

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1455331

1,036 views

Brief Research Report

Published on 25 Oct 2024

A brief reference to AI-driven audible reality (AuRa) in open world: potential, applications, and evaluation

in Medicine and Public Health

Ömer Ates
Garima Pandey
Athanasios Gousiopoulos
Theodoros G. Soldatos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1424371

959 views

Original Research

Published on 23 Oct 2024

Impact of hypertension on coronary artery plaques and FFR-CT in type 2 diabetes mellitus patients: evaluation utilizing artificial intelligence processed coronary computed tomography angiography

in Medicine and Public Health

Yan Xi
Yi Xu
Zheng Shu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1446640

1,171 views

Original Research

Published on 21 Oct 2024

Enzyme catalytic efficiency prediction: employing convolutional neural networks and XGBoost

in Medicine and Public Health

Meshari Alazmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1446063

1,166 views

Review

Published on 16 Oct 2024

A review on the efficacy of artificial intelligence for managing anxiety disorders

in Medicine and Public Health

K. P. Das
P. Gavade

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1435895

3,338 views

Original Research

Published on 09 Oct 2024

Predicting clinical trial success for Clostridium difficile infections based on preclinical data

in Medicine and Public Health

Fangzhou Li
Jason Youn
Christian Millsop
Ilias Tagkopoulos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1487335

963 views

Original Research

Published on 09 Oct 2024

Beyond the stereotypes: Artificial Intelligence image generation and diversity in anesthesiology

in Medicine and Public Health

Mia Gisselbaek
Laurens Minsart
Ekin Köselerli
Mélanie Suppan
Basak Ceyda Meco
Laurence Seidel
Adelin Albert
Odmara L. Barreto Chang
Sarah Saxena
Joana Berger-Estilita

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1462819

1,506 views
1 citation

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Articles

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

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

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

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

Supporting long-term condition management: a workflow framework for the co-development and operationalization of machine learning models using electronic health record data insights

Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication

Enhancing random forest predictive performance for foot and mouth disease outbreaks in Uganda: a calibrated uncertainty prediction approach for varying distributions

A brief reference to AI-driven audible reality (AuRa) in open world: potential, applications, and evaluation

Impact of hypertension on coronary artery plaques and FFR-CT in type 2 diabetes mellitus patients: evaluation utilizing artificial intelligence processed coronary computed tomography angiography

Enzyme catalytic efficiency prediction: employing convolutional neural networks and XGBoost

A review on the efficacy of artificial intelligence for managing anxiety disorders

Predicting clinical trial success for Clostridium difficile infections based on preclinical data

Beyond the stereotypes: Artificial Intelligence image generation and diversity in anesthesiology