Optimization of Video Stimuli Parameters in EMDR Therapy Using Artificial Neural Networks for Enhanced Treatment Efficacy by Jungho Suh, Sungbok Chang, Hyunjun Park

“…Of the 2860 ANN-modeled combinations, stimulus settings of 1.8 Hz speed, 70-pixel size, and 1440-pixel distance achieved the highest Predicted Effectiveness Score (PES) of 98.7%. An EMDR field test with electroencephalography (EEG) was conducted to assess the optimized video stimuli’s efficacy. …”
Get full text

Sparse high-dimensional decomposition of non-primary auditory cortical receptive fields. by Shoutik Mukherjee, Behtash Babadi, Shihab Shamma

“…CortRFs of PEG neurons captured their selectivity to more complex spectrotemporal features than A1 neurons; moreover, CortRF models were more predictive of PEG (but not A1) responses to speech. …”
Get full text

Lip-Reading Classification of Turkish Digits Using Ensemble Learning Architecture Based on 3DCNN by Ali Erbey, Necaattin Barışçı

“…The aim of this study is to create a lip reading dataset for Turkish digit recognition and to conduct predictive analyses. The dataset has divided into two subsets: the face region and the lip region. …”
Get full text

Predictors of Sleep Apnea in the Canadian Population by Ina van der Spuy, Gaungming Zhao, Chandima Karunanayake, Punam Pahwa

“…Multivariable logistic regression analysis indicated that age (45 and older), loud snoring, sudden awakening with gasping/choking (rare/sometimes and once or more a week), and nodding off/falling asleep in driving in the past 12 months were significantly associated with diagnosed sleep apnea. Predictive probability demonstrated that in overweight and obese persons, ≥15 minutes of daily exercise significantly decreased the risk of diagnosed sleep apnea. …”
Get full text

Commercial bioinoculants improve colonization but do not alter the arbuscular mycorrhizal fungal community of greenhouse-grown grapevine roots by Mariam P. Berdeja, Nicole K. Reynolds, Teresa Pawlowska, Justine E. Vanden Heuvel

“…Results Contrary to our predictions, no differences in the microbiome of plants exposed to native AMF communities versus commercial AMF bioinoculants + native AMF communities were detected in roots. …”
Get full text

Evaluation of the Energy Efficiency of Industrial Furnaces Based on the Modeling of Fuel Consumption Modes by Ya. L. Shenets

“…The presented methods and the numerical calculations obtained for reducing the energy efficiency of a glass furnace make it possible to predict fuel consumption and form a correct annual application for its required volume to a gas supply organization, as well as evaluate the energy efficiency of production operating an industrial furnace and calculate the energy consumption rate for the output of a unit of production. …”
Get full text

Mathematical Simulation of Lost Circulation in Fracture and Its Control by Xiao Cai, Boyun Guo, Qingfeng Guo, Hongwei Jiang

“…A numerical model is developed to simulate the deposition of lost circulation materials in fractures and predict the time and the volume of drilling fluid needed for lost circulation control. …”
Get full text

Emotional competence and problem behavior of left-behind preschool children—the roles of self-regulation and authoritative grandparenting styles by Lanlan Luo, Shan Jin, Qi Huang

“…Although previous studies have found that emotional competence significantly predicts problem behavior, little is known about the mechanism(s) through which self-regulation and authoritative grandparenting styles affect emotional competence and problem behavior. …”
Get full text

Impact of attention on rare events across industries in Indonesia by Dedi Hariyanto, Rayenda Khresna Brahmana, Wendy Wendy

“…Rare events (RE) are substantial with significant impact but are difficult to predict, often deviating from regular expectations. …”
Get full text

Quantitative Estimating Salt Content of Saline Soil Using Laboratory Hyperspectral Data Treated by Fractional Derivative by Dong Zhang, Tashpolat Tiyip, Jianli Ding, Fei Zhang, Ilyas Nurmemet, Ardak Kelimu, Jingzhe Wang

“…Combined with the soil salt content, partial least square regression method was applied for model calibrations and predictions and some indexes were used to evaluate the performance of models. …”
Get full text

Analyzing COVID-19 progression with Markov multistage models: insights from a Korean cohort by Frank Aimee Rodrigue Ndagijimana, Taesung Park

“…The model estimated instantaneous transition rates between different levels of COVID-19 severity, predicted probabilities of state transitions, and determined hazard ratios associated with underlying comorbidities. …”
Get full text

E-Book Mobile Application: A Case of Kabale University Mukombe Library, Uganda by Clare, Ninsiima, Patricia, Kyomugisha

“…The use of existing information from the library helped to develop a model to predict the E-book application and testing of the application using Android smartphones. …”
Get full text

School Management Committee and The Implementation of Universal Primary Education in Primary Schools. A Case of Nakaseke Central Constituency, Uganda. by Isingoma, Tomson

“…Regression analysis concludes that the roles of SMCs significantly predict UPE implementation, F (1, 31 = 1.546, B = 2.486, t = 4.768, P<0.000). …”
Get full text

Challenges Faced by Refugees in Kanungu: A Case Study of Matanda Campsite in Kanungu District Uganda. by Ainembabazi, Roland

“…A descriptive survey design was adopted as it is suitable for describing group characteristics, estimating proportions, and making predictions. Using the Krejcie and Morgan table (1970), a sample size of 92 respondents was determined from a population of 120. …”
Get full text

E-Banking and Performance of Financial Institutions in Uganda: A Case of Kabale District by Bosco, Ismail Bashaija

“…Electronic banking was found to account for 74.5% of the performance of financial institutions, with electronic cards alone predicting about 61.6% for any unit-change in the use of electronic cards. …”
Get full text

Psychological discomfort in carriers and non-carriers of the Huntington disease mutation and its relationship with disease burden by Y. Rodríguez-Agudelo, M. Chávez-Oliveros, A. Ochoa-Morales, L. Martínez-Ruano, A. Camacho-Molina, F. Paz-Rodríguez

“…Introduction: Huntington's disease (HD) is a neurodegenerative and hereditary disorder. Due to the predictive diagnosis, incipient clinical characteristics have been described in the prodromal phase. …”
Get full text

Investigating factors affecting the financial recovery of businesses admitted to the stock exchange by Fatemeh Sahraei, Jafar Jamali, Hamidreza Vakilifard, Ali Zare, Seyed Yaghoub Zeraatkish

“…Financial recovery strategiesThe increase in the bankruptcy of business units due to the economic situation attracted the attention of researchers to this field and caused research to be found to provide a model to predict the exit from helplessness of helpless companies. …”
Get full text

Designing a Model for Brand Engagement Value Creation through the Integration of Gamification Technology and Explainable Artificial Intelligence (XAI) by Zahra. Atf, fariz taherikia, kambiz heidarzadeh Hanzaei

“…Financial recovery strategies The increase in the bankruptcy of business units due to the economic situation attracted the attention of researchers to this field and caused research to be found to provide a model to predict the exit from helplessness of helpless companies. …”
Get full text

A simple staging system using biomarkers for wild‐type transthyretin amyloid cardiomyopathy in Japan by Naoya Nakashima, Seiji Takashio, Mami Morioka, Masato Nishi, Toshihiro Yamada, Kyoko Hirakawa, Masanobu Ishii, Noriaki Tabata, Kenshi Yamanaga, Koichiro Fujisue, Daisuke Sueta, Hisanori Kanazawa, Tadashi Hoshiyama, Shinsuke Hanatani, Satoshi Araki, Hiroki Usuku, Eiichiro Yamamoto, Mitsuharu Ueda, Kenichi Matsushita, Kenichi Tsujita

“…Conclusions This simple staging system, which combines hs‐cTnT, BNP, and eGFR, was useful for predicting prognosis in Japanese patients with ATTRwt‐CM. …”
Get full text

Occurrence of Fatal and Nonfatal Adverse Outcomes after Heart Transplantation in Patients with Pretransplant Noncytotoxic HLA Antibodies by Luciano Potena, Andrea Bontadini, Sandra Iannelli, Fiorenza Fruet, Ornella Leone, Francesco Barberini, Laura Borgese, Valentina Manfredini, Marco Masetti, Gaia Magnani, Francesco Fallani, Francesco Grigioni, Angelo Branzi

“…By an inexpensive, luminex-based, HLA-screening assay, we were able to detect non-cytotoxic HLA ab predicting fatal and nonfatal adverse outcomes after heart transplant. …”
Get full text