Machine learning model for preoperative classification of stromal subtypes in salivary gland pleomorphic adenoma based on ultrasound histogram analysis by Huan-Zhong Su, Dao-Hui Yang, Long-Cheng Hong, Yu-Hui Wu, Kun Yu, Zuo-Bing Zhang, Xiao-Dong Zhang

Get full text

IMPACT OF CIRCULAR ECONOMY INDICATORS ON RESOURCE PRODUCTIVITY IN EU COUNTRIES by Daniela Rybárová, Helena Majdúchová

Molecular classification and construction of the risk signature for diffuse large B-cell lymphoma based on vitamin B6 metabolism by Wen Wei, Dao Xin, Huawei Weng, Le Yu, Lingxi Jiang, Yuxin Man

Get full text

Employees’ Satisfaction and Sentiment Analysis toward BERSATU Application by Ayub Prasetyo, Hotniar Siringoringo, Firda Amalia

“…Regression Logistics had 96% accuracy, but it had low recall. …”
Get full text

Microseismic moment tensor inversion based on ResNet model by Jiaqi Yan, Li Ma, Tianqi Jiang, Jing Zheng, Dewei Li, Xingzhi Teng

Get full text

Examining Emotional Reactions to the COVID-19 Crisis Through Twitter Data Analysis: A Comparative Study of Classification Techniques by Saira Yaqub, Muhammad Shoaib, Abdul Jaleel, Syed Khaldoon Khurshid, Shazia Arshad, Riaz Ahmad Ziar

Get full text

A novel machine learning architecture to improve classification of intermediate cases in health: workflow and case study for public health by Bassel Hammoud, Aline Semaan, Lenka Benova, Imad H. Elhajj

Get full text

Machine Learning-Based Classification and Statistical Analysis of Liver Cancer: A Comprehensive Study of Model Performance and Clinical Significance by Pratyush Kumar MAHARANA, Tapan Kumar BEHERA, Pradeep Kumar NAIK

Get full text

Machine Learning-Based Classification of Anterior Circulation Cerebral Infarction Using Computational Fluid Dynamics and CT Perfusion Metrics by Xulong Yin, Yusheng Zhao, Fuping Huang, Hui Wang, Qi Fang

Get full text

Correct diagnostic classification and treatment of pneumonia symptoms in under-five children, northwest Ethiopia: a cross-sectional study by Lemma Derseh Gezie, Kassahun Alemu, Telake Azale, Zemene Tigabu, Abebaw Addis Gelagay

“…Both descriptive and multilevel binary logistic regression analyses were done.Results Only 35.6% (95% CI: 33.2, 38.0) of sick children with pneumonia symptoms received the correct classification and treatment. …”
Get full text

Quinary Classification of Human Gait Phases Using Machine Learning: Investigating the Potential of Different Training Methods and Scaling Techniques by Amal Mekni, Jyotindra Narayan, Hassène Gritli

“…This article delves into the classification of gait phases using advanced machine learning techniques, specifically focusing on dividing these phases into five distinct subphases. …”
Get full text

Impact of computing platforms on classifier performance in heart disease prediction by Beenish Ayesha Akram, Muhammad Irfan, Amna Zafar, Sidra Khan, Rubina Shaheen

Get full text

Utility of the 2019 EULAR/ACR SLE classification criteria for predicting mortality and hospitalisation: development and cross-validation of ominosity score by Ali Duarte-García, Gabriel Figueroa-Parra, Andrew C Hanson, Cynthia Crowson, Kamil E Barbour, Alain Sanchez-Rodriguez, María C Cuéllar-Gutiérrez, Mariana González-Treviño, José A Meade-Aguilar

Get full text

Classification of benign and malignant solid breast lesions on the ultrasound images based on the textural features: the importance of the perifocal lesion area by А.А. Kolchev, D.V. Pasynkov, I.A. Egoshin, I.V. Kliouchkin, О.О. Pasynkova

Get full text

Timeseries Fault Classification in Power Transmission Lines by Non-Intrusive Feature Extraction and Selection Using Supervised Machine Learning by Rab Nawaz, Hani A. Albalawi, Syed Basit Ali Bukhari, Khawaja Khalid Mehmood, Muhammad Sajid

Get full text

Association between lifestyle behaviors and body mass index with blood pressure classifications among older adults with hypertension in China by Jian Wu, Yue Chen, Yudong Miao, Quanman Li, Clifford Silver Tarimo, Clifford Silver Tarimo, Nengguang Dai, Qiuping Zhao, Yadong Niu

Get full text

Monitoring Livestock Health by Modeling Rumination Behavior According to Accelerometer-Based Information by E. Vahedi Tekmehdash, H. Navid, H. Ghasemzadeh, H. Karimi, M. Javani Holan

“…Muzzle mode was found to be the best place to install the sensor. Logistic regression was the best modeling method for binary classification between rumination and other behaviors. …”
Get full text

Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis by Rodrigo Yáñez-Sepúlveda, Aldo Vásquez-Bonilla, Rodrigo Olivares, Pablo Olivares, Juan Pablo Zavala-Crichton, Claudio Hinojosa-Torres, Catalina Muñoz-Strale, Frano Giakoni-Ramírez, Josivaldo de Souza-Lima, Jacqueline Páez-Herrera, Jorge Olivares-Arancibia, Tomás Reyes-Amigo, Guillermo Cortés-Roco, Juan Hurtado-Almonacid, Eduardo Guzmán-Muñoz, Nicole Aguilera-Martínez, José Francisco López-Gil, Boryi A. Becerra-Patiño, Juan David Paucar-Uribe, Exal Garcia-Carrillo, Vicente Javier Clemente-Suárez

Get full text

Legg-Calve´-Perthes disease - diagnostic value of acetabular-femoral head match index by Dun Zhao, Yinuo Fan, Wenru Guan, Hao Xiong, Bin Fang, Yue Li

Get full text

INTERPRETABLE PREDICTIVE MODEL OF NETWORK INTRUSION USING SEVERAL MACHINE LEARNING ALGORITHMS by Muhammad Ahsan, Arif Khoirul Anam, Erdi Julian, Andi Indra Jaya

Get full text