Frontiers in Artificial Intelligence

Methods

Published on 20 Sep 2024

A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers

Ephrem Tibebe Mekonnen
Luca Longo
Pierpaolo Dondio

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1381921

3,268 views
2 citations

Original Research

Published on 18 Sep 2024

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

Jana Kierdorf
Timo Tjarden Stomberg
Lukas Drees
Uwe Rascher
Ribana Roscher

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1416323

2,139 views
1 citation

Original Research

Published on 18 Sep 2024

Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia

Albert Whata
Katlego Dibeco
Kudakwashe Madzima
Ibidun Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1410841

4,688 views
6 citations

Original Research

Published on 18 Sep 2024

David vs. Goliath: comparing conventional machine learning and a large language model for assessing students' concept use in a physics problem

Fabian Kieser
Paul Tschisgale
Sophia Rauh
Xiaoyu Bai
Holger Maus
Stefan Petersen
Manfred Stede
Knut Neumann
Peter Wulff

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1408817

3,886 views
7 citations

Review

Published on 17 Sep 2024

Evolving intellectual property landscape for AI-driven innovations in the biomedical sector: opportunities in stable IP regime for shared success

Abhijit Poddar
S. R. Rao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1372161

26,323 views
7 citations

Original Research

Published on 16 Sep 2024

Comparing emotions in ChatGPT answers and human answers to the coding questions on Stack Overflow

Somayeh Fatahi
Julita Vassileva
Chanchal K. Roy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1393903

8,047 views
4 citations

Methods

Published on 11 Sep 2024

OLTW-TEC: online learning with sliding windows for text classifier ensembles

Khrystyna Lipianina-Honcharenko
Yevgeniy Bodyanskiy
Nataliia Kustra
Andrii Ivasechkо

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1401126

2,262 views
3 citations

Original Research

Published on 11 Sep 2024

A deep-learning pipeline for the diagnosis and grading of common blinding ophthalmic diseases based on lesion-focused classification model

Zhihuan Li
Junxiong Huang
Jingfang Chen
Jin Zeng
Hong Jiang
Lin Ding
TianZi Zhang
Wen Sun
Rong Lu
Qiuli Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1444136

2,433 views

Original Research

Published on 11 Sep 2024

Dimensions of artificial intelligence on family communication

Nada Mohammed Alfeir

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1398960

11,953 views
7 citations

Original Research

Published on 09 Sep 2024

A modified U-Net to detect real sperms in videos of human sperm cell

Hanan Saadat
Mohammad Mehdi Sepehri
Mahdi-Reza Borna
Behnam Maleki

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1376546

3,745 views
2 citations

Brief Research Report

Published on 09 Sep 2024

Large language model triaging of simulated nephrology patient inbox messages

Justin H. Pham
Charat Thongprayoon
Jing Miao
Supawadee Suppadungsuk
Priscilla Koirala
Iasmina M. Craici
Wisit Cheungpasitporn

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1452469

3,997 views
8 citations

Original Research

Published on 05 Sep 2024

Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification

Sivaramakrishnan Rajaraman
Zhaohui Liang
Zhiyun Xue
Sameer Antani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1419638

1,874 views

Original Research

Published on 05 Sep 2024

Transparency and precision in the age of AI: evaluation of explainability-enhanced recommendation systems

Jaime Govea
Rommel Gutierrez
William Villegas-Ch

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1410790

5,805 views
10 citations

Original Research

Published on 04 Sep 2024

MixTrain: accelerating DNN training via input mixing

Sarada Krithivasan
Sanchari Sen
Swagath Venkataramani
Anand Raghunathan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1387936

1,630 views

Original Research

Published on 03 Sep 2024

Artificial intelligence in respiratory care: knowledge, perceptions, and practices—a cross-sectional study

Jithin K. Sreedharan
Asma Alharbi
Amal Alsomali
Gokul Krishna Gopalakrishnan
Abdullah Almojaibel
Rawan Alajmi
Ibrahim Albalawi
Musallam Alnasser
Meshal Alenezi
Abdullah Alqahtani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1451963

4,280 views
1 citation

Correction

Published on 03 Sep 2024

Corrigendum: Contextual emotion detection in images using deep learning

Fatiha Limami
Boutaina Hdioud
Rachid Oulad Haj Thami

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1476791

1,252 views

Original Research

Published on 02 Sep 2024

Advanced interpretable diagnosis of Alzheimer's disease using SECNN-RF framework with explainable AI

Nabil M. AbdelAziz
Wael Said
Mohamed M. AbdelHafeez
Asmaa H. Ali

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1456069

4,158 views
11 citations

Brief Research Report

Published on 02 Sep 2024

AI integration in nephrology: evaluating ChatGPT for accurate ICD-10 documentation and coding

Yasir Abdelgadir
Charat Thongprayoon
Jing Miao
Supawadee Suppadungsuk
Justin H. Pham
Michael A. Mao
Iasmina M. Craici
Wisit Cheungpasitporn

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1457586

10,265 views
13 citations

Original Research

Published on 30 Aug 2024

Machine learning-based analysis of Ebola virus' impact on gene expression in nonhuman primates

Mostafa Rezapour
Muhammad Khalid Khan Niazi
Hao Lu
Aarthi Narayanan
Metin Nafi Gurcan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1405332

2,962 views
6 citations

Perspective

Published on 30 Aug 2024

Governing AI in Southeast Asia: ASEAN’s way forward

Bama Andika Putra

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1411838

10,311 views
12 citations

Review

Published on 29 Aug 2024

Software engineering education in the era of conversational AI: current trends and future directions

Cigdem Sengul
Rumyana Neykova
Giuseppe Destefanis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1436350

13,981 views
14 citations

Methods

Published on 29 Aug 2024

Automating parasite egg detection: insights from the first AI-KFM challenge

Salvatore Capuozzo
Stefano Marrone
Michela Gravina
Giuseppe Cringoli
Laura Rinaldi
Maria Paola Maurelli
Antonio Bosco
Giulia Orrù
Gian Luca Marcialis
Luca Ghiani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1325219

3,627 views
3 citations

Original Research

Published on 29 Aug 2024

Whale-optimized LSTM networks for enhanced automatic text summarization

Bharathi Mohan Gurusamy
Prasanna Kumar Rangarajan
Ali Altalbe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1399168

2,347 views
3 citations

Original Research

Published on 28 Aug 2024

Adolescents’ use and perceived usefulness of generative AI for schoolwork: exploring their relationships with executive functioning and academic achievement

Johan Klarin
Eva Hoff
Adam Larsson
Daiva Daukantaitė

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1415782

64,847 views
26 citations

332 Publications

volumes

A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia

David vs. Goliath: comparing conventional machine learning and a large language model for assessing students' concept use in a physics problem

Evolving intellectual property landscape for AI-driven innovations in the biomedical sector: opportunities in stable IP regime for shared success

Comparing emotions in ChatGPT answers and human answers to the coding questions on Stack Overflow

OLTW-TEC: online learning with sliding windows for text classifier ensembles

A deep-learning pipeline for the diagnosis and grading of common blinding ophthalmic diseases based on lesion-focused classification model

Dimensions of artificial intelligence on family communication

A modified U-Net to detect real sperms in videos of human sperm cell

Large language model triaging of simulated nephrology patient inbox messages

Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification

Transparency and precision in the age of AI: evaluation of explainability-enhanced recommendation systems

MixTrain: accelerating DNN training via input mixing

Artificial intelligence in respiratory care: knowledge, perceptions, and practices—a cross-sectional study

Corrigendum: Contextual emotion detection in images using deep learning

Advanced interpretable diagnosis of Alzheimer's disease using SECNN-RF framework with explainable AI

AI integration in nephrology: evaluating ChatGPT for accurate ICD-10 documentation and coding

Machine learning-based analysis of Ebola virus' impact on gene expression in nonhuman primates

Governing AI in Southeast Asia: ASEAN’s way forward

Software engineering education in the era of conversational AI: current trends and future directions

Automating parasite egg detection: insights from the first AI-KFM challenge

Whale-optimized LSTM networks for enhanced automatic text summarization

Adolescents’ use and perceived usefulness of generative AI for schoolwork: exploring their relationships with executive functioning and academic achievement