Machine Learning models for heart disease prediction and dietary lifestyle change therapy recommendation: a systematic review by Francis Adoba Ekle, Vincent Shidali, Richard Emoche Ochogwu, Igoche Bernard Igoche

“…Results Comparatively, the Voting Ensembles Classifier (VEC) algorithm demonstrated the highest accuracy. This is hinged on the fact that, although each model may slightly overfit or underfit the data, their errors can cancel out when used in combination to produce predictions that are more accurate and stable. …”
Get full text

An artificial intelligence approach for prognosis of COVID-19 course in hospitalized patients by T. L. Karonova, I. N. Korsakov, A. A. Mikhailova, D. I. Lagutina, A. T. Chernikova, М. A. Vashukova, M. A. Smolnikova, D. A. Gusev, A. O. Konradi, E. V. Shlyakhto

“…Aim. To create algorithm and risk calculator for predicting the lethal outcome in patients with COVID-19.Materials and methods. …”
Get full text

Academic libraries of the Siberian and Far Eastern region in the context of science development: past and present by E. B. Artemyeva, N. I. Podkorytova

“…Transformations will take place in the system of methodical management of libraries, which have successfully implemented by the central libraries of CBS on all directions of their activity. The algorithm of joint libraries actions promoting their effective development may be changed. …”
Get full text

Which B2 Fractures Can Be Treated with ORIF? Validation of the “Beyond the Vancouver Classification” by Karl Stoffel, Martin Clauss, Marlene Mauch

“…The Beyond the Vancouver classification may support the categorization of ‘stable’ and ‘loose’ stems. …”
Get full text

Simulation-based inference advances water quality mapping in shallow coral reef environments by Pirta Palola, Varunan Theenathayalan, Cornelius Schröder, Victor Martinez-Vicente, Antoine Collin, Rosalie Wright, Melissa Ward, Eleanor Thomson, Patricia Lopez-Garcia, Eric J. Hochberg, Yadvinder Malhi, Lisa M. Wedding

“…The simulation-based inference algorithm combines physics-based analytical modelling with approximate Bayesian inference and machine learning. …”
Get full text

Clinical parameters that predict a premature LH rise in patients undergoing ovarian stimulation for IVF by Maya Nasatzky, Yonathan Belicha, Ofer Fainaru

“…Utilizing this model may help prevent IVF cycle cancellation and better timing of ovulation triggering.…”
Get full text

Fast Computation of RFD-Like Descriptors in Four Orientations by Anton V. Trusov, Elena E. Limonova, Vladimir V. Arlazarov

“…Based on experimental results, modifications with global operations may outperform the baseline algorithm if there are many intersecting patches that require descriptor computation. …”
Get full text

Intelligent Vehicle Scheduling and Routing for a Chain of Retail Stores: A Case Study of Dhaka, Bangladesh by M. Azizur Rahman, Al-Amin Hossain, Binoy Debnath, Zinnat Mahmud Zefat, Mohammad Sarwar Morshed, Ziaul Haq Adnan

“…However, inefficient scheduling and vehicle routing from the distribution center may cause delivery delays and, thus, stock-outs on the store shelves. …”
Get full text

Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models by Miktat Aktaş, İbrahim Türkoğlu, Ferdi Doğan

“…In this study, two AI algorithm and 10 different deep learning models were used to classify solar cells. …”
Get full text

SPECIAL CHARACTERISTICS OF AERODYNAMIC PROPERTIES OF UNMANNED AIRCRAFT WITH THE HIGH-ASPECT-RATIO WING by O. Е. Lukyanov, A. V. Ostrovoy, M. A. Mensez Soto, Y. A. Klimov, V. G. Shakhov

“…The application of the technique may allow to increase the efficiency of the preliminary design stage of aircraft. …”
Get full text

Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model. by Son Q Duong, Le Zheng, Minjie Xia, Bo Jin, Modi Liu, Zhen Li, Shiying Hao, Shaun T Alfreds, Karl G Sylvester, Eric Widen, Jeffery J Teuteberg, Doff B McElhinney, Xuefeng B Ling

“…Early identification of patients at increased risk incident-HF may allow for focused allocation of preventative care resources. …”
Get full text

Adaptive neuro-fuzzy inference systems for improved mastitis classification and diagnosis by Javad Shirani Shamsabadi, Saeid Ansari Mahyari, Mostafa Ghaderi-Zefrehei

“…In precision dairy farm production, these codes may serve as a foundation for developing mobile applications.…”
Get full text

Metamodel-Based Optimization Method for Traffic Network Signal Design under Stochastic Demand by Wei Huang, Xuanyu Zhang, Haofan Cheng, Jiemin Xie

“…Since there exist uncertainties in the real urban traffic network, neglecting the uncertainty factors may lead to unreasonable decisions. This paper considers the transportation network signal design problem under stochastic origin-destination (OD) demand. …”
Get full text

Advanced predictive modeling of shear strength in stainless-steel column web panels using explainable AI insights by Sina Sarfarazi, Rabee Shamass, Federico Guarracino, Ida Mascolo, Mariano Modano

“…This approach combines twelve widely recognized machine learning algorithms with the SHAP algorithm for enhanced explainability and transparency. …”
Get full text

Adaptive Transmission Rate Control for Decentralized Sensing Applications by Stefan Schuhback, Lars Wischhof, Jorg Ott

“…Our algorithm leverages device density information that is locally collected, aggregated, and shared. …”
Get full text

Identification of Differentially Expressed microRNAs Associated with Ischemic Stroke by Integrated Bioinformatics Approaches by Shengqiang Jiang, Jie Wu, Yan Geng, Yuting Zhang, Yupeng Wang, Jinrong Wu, Chunqu Lu, Guoxuan Luo, Jie Zan, Yong Zhang

“…CIBERSORT algorithm indicated that the abundance of M0 macrophages and resting mast cells was significantly lower than that of the control group. …”
Get full text

Automated inflammatory bowel disease detection using wearable bowel sound event spotting by Annalisa Baronetto, Annalisa Baronetto, Sarah Fischer, Sarah Fischer, Markus F. Neurath, Markus F. Neurath, Oliver Amft, Oliver Amft

“…IntroductionInflammatory bowel disorders may result in abnormal Bowel Sound (BS) characteristics during auscultation. …”
Get full text

Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations. by Cécile Triay, Alice Boizet, Christopher Fragoso, Anestis Gkanogiannis, Jean-François Rami, Mathias Lorieux

“…NOISYmputer consistently provides precise map size estimations when applied to real datasets while alternative tools may exhibit errors ranging from 3 to 1845 times the real size of the chromosomes in centimorgans. …”
Get full text

Alert Reduction and Telemonitoring Process Optimization for Improving Efficiency in Remote Patient Monitoring Programs: Framework Development Study by Job van Steenkiste, Niki Lupgens, Martijn Kool, Daan Dohmen, Iris Verberk-Jonkers

“…Literature search yielded 251 articles, of which 7 studies reported methods to improve efficiency in telemonitoring programs, including the introduction of complex alerts and clinical algorithms to triage alerts, scenario analysis with alert threshold adjustments, and a qualitative analysis to create an alert triage algorithm. …”
Get full text

Trends and Challenges in Plant Cryopreservation Research: A Meta-Analysis of Cryoprotective Agent Development and Research Focus by Pilsung Kang, Sung Jin Kim, Ha Ju Park, Se Jong Han, Il-Chan Kim, Hyoungseok Lee, Joung Han Yim

“…We analyzed 1643 abstracts related to plant-cryopreservation (PCP) research published from 1967 to May 2023, spanning 56 years, from academic citation databases, with the search conducted in May 2023. …”
Get full text