Application of statistical machine learning in biomarker selection

by Vashistha, Ritwik, Noor, Zubdahe, Dasgupta, Shibasish, Pu, Jie, Deng, Shibing
Published 2023

Statistical Machine Learning for Human Behaviour Analysis

by Moeslund, Thomas B., Escalera, Sergio, Anbarjafari, Gholamreza, Nasrollahi, Kamal, Wan, Jun
Published 2020

Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

by Montesinos López, Osval A., Mosqueda González, Brandon Alejandro, Montesinos López, Abelardo, Crossa, José
Published 2023

Identifying Effective Biomarkers for Accurate Pancreatic Cancer Prognosis Using Statistical Machine Learning

by Abu-Khudir, Rasha, Hafsa, Noor, Badr, Badr E.
Published 2023

Feature combination networks for the interpretation of statistical machine learning models: application to Ames mutagenicity

by Webb, Samuel J, Hanser, Thierry, Howlin, Brendan, Krause, Paul, Vessey, Jonathan D
Published 2014

Integrating Statistical Machine Learning in a Semantic Sensor Web for Proactive Monitoring and Control

by Adeleke, Jude Adekunle, Moodley, Deshendran, Rens, Gavin, Adewumi, Aderemi Oluyinka
Published 2017

Statistical machine learning for comparative protein dynamics with the DROIDS/maxDemon software pipeline

by Babbitt, Gregory A., Fokoue, Ernest P., Srivastava, Harsh R., Callahan, Breanna, Rajendran, Madhusudan
Published 2022

Statistical machine learning forecasting simulation for discipline prediction and cost estimation of COVID-19 pandemic

by Ghosh, Papri, Dutta, Ritam
Published 2021

Challenges in the Analysis of Mass-Throughput Data: A Technical Commentary from the Statistical Machine Learning Perspective

by Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis
Published 2007

Quantifying ultrasonic mouse vocalizations using acoustic analysis in a supervised statistical machine learning framework

by Vogel, Adam P., Tsanas, Athanasios, Scattoni, Maria Luisa
Published 2019

TGPred: efficient methods for predicting target genes of a transcription factor by integrating statistics, machine learning and optimization

by Cao, Xuewei, Zhang, Ling, Islam, Md Khairul, Zhao, Mingxia, He, Cheng, Zhang, Kui, Liu, Sanzhen, Sha, Qiuying, Wei, Hairong
Published 2023

Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine

by Wang, Kevin Y. X., Pupo, Gulietta M., Tembe, Varsha, Patrick, Ellis, Strbenac, Dario, Schramm, Sarah-Jane, Thompson, John F., Scolyer, Richard A., Muller, Samuel, Tarr, Garth, Mann, Graham J., Yang, Jean Y. H.
Published 2022

Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants

by Willetts, Matthew, Hollowell, Sven, Aslett, Louis, Holmes, Chris, Doherty, Aiden
Published 2018

Spatial statistical machine learning models to assess the relationship between development vulnerabilities and educational factors in children in Queensland, Australia

by Draidi Areed, Wala, Price, Aiden, Arnett, Kathryn, Mengersen, Kerrie
Published 2022

Author Correction: Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants

by Willetts, Matthew, Hollowell, Sven, Aslett, Louis, Holmes, Chris, Doherty, Aiden
Published 2022

Differentially expressed discriminative genes and significant meta-hub genes based key genes identification for hepatocellular carcinoma using statistical machine learning

by Hasan, Md. Al Mehedi, Maniruzzaman, Md., Shin, Jungpil
Published 2023

Possible Alternatives: Identifying and Quantifying Adulteration in Buffalo, Goat, and Camel Milk Using Mid-Infrared Spectroscopy Combined with Modern Statistical Machine Learning Methods

by Chu, Chu, Wang, Haitong, Luo, Xuelu, Wen, Peipei, Nan, Liangkang, Du, Chao, Fan, Yikai, Gao, Dengying, Wang, Dongwei, Yang, Zhuo, Yang, Guochang, Liu, Li, Li, Yongqing, Hu, Bo, Abula, Zunongjiang, Zhang, Shujun
Published 2023

Predicting the impact of the third wave of COVID-19 in India using hybrid statistical machine learning models: A time series forecasting and sentiment analysis approach

by Mohan, Sumit, Solanki, Anil Kumar, Taluja, Harish Kumar, Anuradha, Singh, Anuj
Published 2022

Forecasting the dynamics of cumulative COVID-19 cases (confirmed, recovered and deaths) for top-16 countries using statistical machine learning models: Auto-Regressive Integrated Moving Average (ARIMA) and Seasonal Auto-Regressive Integrated Moving Average (SARIMA)

by ArunKumar, K.E., Kalaga, Dinesh V., Sai Kumar, Ch. Mohan, Chilkoor, Govinda, Kawaji, Masahiro, Brenza, Timothy M.
Published 2021

Applications of Metabolomics in Forensic Toxicology and Forensic Medicine

by Szeremeta, Michal, Pietrowska, Karolina, Niemcunowicz-Janica, Anna, Kretowski, Adam, Ciborowski, Michal
Published 2021