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Academic Articles & Research Papers
Showing 14 of 114 academic articles
Prashant D. Tailor, MD, Piotr K. Kopinski, MD, PhD, Haley S. D’Souza, MD, David A. Leske, MS et al. • Ophthalmology Science
(2025)
Purpose: To develop and validate machine learning (ML) models to predict choroidal nevus transformation to melanoma based on multimodal imaging at initial presentation. Design: Retrospective multicenter study. Participants: Patients diagnos...
DOAJ
Open Access (DOAJ)
DOI: 10.1016/j.xops.2024.100584
Galen Richardson, Sylvain G. Leblanc, Julie Lovitt, Krishan Rajaratnam et al. • Drones
(2021)
Relating ground photographs to UAV orthomosaics is a key linkage required for accurate multi-scaled lichen mapping. Conventional methods of multi-scaled lichen mapping, such as random forest models and convolutional neural networks, heavily...
DOAJ
Open Access (DOAJ)
DOI: 10.3390/drones5030099
Amanuel Kumsa Bojer, Muluneh Woldetsadik Abshare, Fitsum Mesfin, Ayad M. Fadhil Al-Quraishi • Scientific Reports
(2025)
Abstract Climate and land use changes are critical factors affecting watershed water yields, with significant implications for water resources at both local and regional levels. This study examined the combined effects of temporal and spati...
DOAJ
Open Access (DOAJ)
DOI: 10.1038/s41598-025-03493-8
Mobayode O. Akinsolu, Khalil Zribi • Inventions
(2023)
In this paper, the growing significance of data analysis in manufacturing environments is exemplified through a review of relevant literature and a generic framework to aid the ease of adoption of regression-based supervised learning in man...
DOAJ
Open Access (DOAJ)
DOI: 10.3390/inventions8010032
Muhammad Nabeel Asim, Muhammad Nabeel Asim, Ahtisham Fazeel, Ahtisham Fazeel et al. • Frontiers in Medicine
(2022)
Viral-host protein-protein interaction (VHPPI) prediction is essential to decoding molecular mechanisms of viral pathogens and host immunity processes that eventually help to control the propagation of viral diseases and to design optimized...
DOAJ
Open Access (DOAJ)
DOI: 10.3389/fmed.2022.1025887
Giovanni D’Amico • European Journal of Remote Sensing
(2026)
Mediterranean coastal pine forests offer vital ecological and cultural benefits but face threats from climate change, urbanization, and pests. Among invasive agents, Toumeyella parvicornis is a severe threat to Pinus pinea along Italy's coa...
DOAJ
Open Access (DOAJ)
DOI: 10.1080/22797254.2026.2709014
Arunima Roy, Katerina Nikolitch, Rachel McGinn, Safiya Jinah et al. • npj Digital Medicine
(2020)
Abstract Machine learning analysis of social media data represents a promising way to capture longitudinal environmental influences contributing to individual risk for suicidal thoughts and behaviors. Our objective was to generate an algori...
DOAJ
Open Access (DOAJ)
DOI: 10.1038/s41746-020-0287-6
Kwang-Sig Lee, Nayansi Jha, Yoon-Ji Kim • Scientific Reports
(2021)
Abstract This study aimed to use artificial intelligence to determine whether biological and psychosocial factors, such as stress, socioeconomic status, and working conditions, were major risk factors for temporomandibular disorders (TMDs)....
DOAJ
Open Access (DOAJ)
DOI: 10.1038/s41598-021-98837-5
Sathya P, Gnanasekaran P • Applied Artificial Intelligence
(2023)
Crop yield forecasting has been well studied in recent decades and is significant in protecting food security. Crop growth is a complex phenomenon that depends on various factors. Machine learning and deep learning trends have emerged as im...
DOAJ
Open Access (DOAJ)
DOI: 10.1080/08839514.2023.2175113
Nodir Rakhimov, Jura Kuvandikov, Ma'ruf Tojiyev, Dilmurod Khasanov et al. • Frontiers in Artificial Intelligence
(2026)
Unmanned aerial vehicle imagery provides a practical and high-resolution data source for monitoring the spatial condition of urban and peri-urban green zones. However, the reliable detection of damaged, stressed, or declining vegetation are...
DOAJ
Open Access (DOAJ)
DOI: 10.3389/frai.2026.1910842
Hansong Zhu, Si Chen, Weixia Qin, Joldosh Aynur et al. • BMC Infectious Diseases
(2024)
Abstract Objective At different times, public health faces various challenges and the degree of intervention measures varies. The research on the impact and prediction of meteorology factors on influenza is increasing gradually, however, th...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12879-024-09750-x
T. Anitha Kumari, Sanket Mishra • Egyptian Informatics Journal
(2024)
The integration of sensors in the monitoring of essential bodily measurements, air quality, and energy consumption in buildings demonstrates the importance of the Internet of Things (IoT) in everyday life. These security breaches are caused...
DOAJ
Open Access (DOAJ)
DOI: 10.1016/j.eij.2024.100520
Itaru Kaneko, Junichiro Hayano, Emi Yuda • BMC Research Notes
(2023)
Abstract Objective A small electrocardiograph and Holter electrocardiograph can record an electrocardiogram for 24 h or more. We examined whether gender could be verified from such an electrocardiogram and, if possible, how accurate it woul...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s13104-022-06270-2
Xianguo Ren, Haiqing Tian, Kai Zhao, Dapeng Li et al. • Agriculture
(2022)
pH value is a crucial indicator for evaluating silage quality. In this study, taking maize silage as the research object, a quantitative prediction model of pH value change during the secondary fermentation of maize silage was constructed b...
DOAJ
Open Access (DOAJ)
DOI: 10.3390/agriculture12101623