Prognostic value of texture analysis from cardiac magnetic resonance imaging in patients with Takotsubo syndrome: a machine learning based proof-of-principle approach

por Manoj Mannil, Ken Kato, Robert Manka, Jochen von Spiczak, Benjamin Peters, Victoria L. Cammann, Christoph Kaiser, Stefan Osswald, Thanh Ha Nguyen, John D. Horowitz, Hugo A. Katus, Frank Ruschitzka, Jelena R. Ghadri, Hatem Alkadhi, Christian Templin
Publicado 2020

COVID 19-related burnout among healthcare workers in India and ECG based predictive machine learning model: Insights from the BRUCEE- Li study

por Mohit D. Gupta, Manish Kumar Jha, Ankit Bansal, Rakesh Yadav, Sivasubramanian Ramakrishanan, M.P. Girish, Prattay G. Sarkar, Arman Qamar, Suresh Kumar, Satish Kumar, Ajeet Jain, Rajni Saijpaul, Vandana Gupta, Deepankar Kansal, Sandeep Garg, Sameer Arora, P.S. Biswas, Jamal Yusuf, Rajeev K. Malhotra, Vishal Batra, Sanjeev Kathuria, Vimal Mehta, Safal, Manu Kumar Shetty, Saibal Mukhopadhyay, Sanjay Tyagi, Anubha Gupta
Publicado 2021

Diagnostic Performance of 2D and 3D T2WI-Based Radiomics Features With Machine Learning Algorithms to Distinguish Solid Solitary Pulmonary Lesion

por Qi Wan, Jiaxuan Zhou, Xiaoying Xia, Jianfeng Hu, Peng Wang, Yu Peng, Tianjing Zhang, Jianqing Sun, Yang Song, Guang Yang, Xinchun Li
Publicado 2021

Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application...

por Giulia Varotto, Giulia Varotto, Gianluca Susi, Gianluca Susi, Laura Tassi, Francesca Gozzo, Silvana Franceschetti, Ferruccio Panzica
Publicado 2021

Machine learning-based CT radiomics approach for predicting WHO/ISUP nuclear grade of clear cell renal cell carcinoma: an exploratory and comparative study

por Yingjie Xv, Fajin Lv, Haoming Guo, Xiang Zhou, Hao Tan, Mingzhao Xiao, Yineng Zheng
Publicado 2021

The University of Washington Ice–Liquid Discriminator (UWILD) improves single-particle phase classifications of hydrometeors within Southern Ocean clouds using machine learning

por R. Atlas, J. Mohrmann, J. Finlon, J. Lu, I. Hsiao, R. Wood, M. Diao
Publicado 2021

A Study on the Anomaly Detection of Engine Clutch Engagement/Disengagement Using Machine Learning...

por Yonghyeok Ji, Seongyong Jeong, Yeongjin Cho, Howon Seo, Jaesung Bang, Jihwan Kim, Hyeongcheol Lee
Publicado 2021

Combining Metabolomics and Interpretable Machine Learning to Reveal Plasma Metabolic Profiling...

por Xiuqing Zhu, Xiuqing Zhu, Jiaxin Huang, Shanqing Huang, Yuguan Wen, Yuguan Wen, Xiaochang Lan, Xiaochang Lan, Xipei Wang, Chuanli Lu, Zhanzhang Wang, Zhanzhang Wang, Ni Fan, Ni Fan, Dewei Shang, Dewei Shang
Publicado 2021

Detección del estado fisiológico de los ojos en Conductores mediante técnicas de visión artificial

por Ale Ale,Neisser, Fabián,Junior
Publicado 2019

Prediction of Acquired Antimicrobial Resistance for Multiple Bacterial Species Using Neural Networks

por D. Aytan-Aktug, P. T. L. C. Clausen, V. Bortolaia, F. M. Aarestrup, O. Lund
Publicado 2020

Intermittent Hypoxia and Hypercapnia Reproducibly Change the Gut Microbiome and Metabolome across Rodent Model Systems

por Anupriya Tripathi, Zhenjiang Zech Xu, Jin Xue, Orit Poulsen, Antonio Gonzalez, Gregory Humphrey, Michael J. Meehan, Alexey V. Melnik, Gail Ackermann, Dan Zhou, Atul Malhotra, Gabriel G. Haddad, Pieter C. Dorrestein, Rob Knight
Publicado 2019

Rigorous Statistical Methods for Rigorous Microbiome Science

por Amy D. Willis
Publicado 2019

Data and Statistical Methods To Analyze the Human Microbiome

por Levi Waldron
Publicado 2018

Predicting Phenotypic Polymyxin Resistance in <named-content content-type="genus-species">Klebsiella pneumoniae</named-content> through Machine Learning Analysis of Genomic Data

por Nenad Macesic, Oliver J. Bear Don’t Walk, Itsik Pe’er, Nicholas P. Tatonetti, Anton Y. Peleg, Anne-Catrin Uhlemann
Publicado 2020

Advanced Authentication Method by Geometric Data Analysis Based on User Behavior and Biometrics for IoT Device with Touchscreen

por Jiwoo Lee, Sohyeon Park, Young-Gon Kim, Eun-Kyu Lee, Junghee Jo
Publicado 2021

Intelligent Ensemble Learning Approach for Phishing Website Detection Based on Weighted Soft Voting

por Altyeb Taha
Publicado 2021

Molecular Classification and Interpretation of Amyotrophic Lateral Sclerosis Using Deep Convolution Neural Networks and Shapley Values

por Abdul Karim, Zheng Su, Phillip K. West, Matthew Keon, The NYGC ALS Consortium, Jannah Shamsani, Samuel Brennan, Ted Wong, Ognjen Milicevic, Guus Teunisse, Hima Nikafshan Rad, Abdul Sattar
Publicado 2021

An Empirical Study of Training Data Selection Methods for Ranking-Oriented Cross-Project Defect Prediction

por Haoyu Luo, Heng Dai, Weiqiang Peng, Wenhua Hu, Fuyang Li
Publicado 2021

Brain Immunoinformatics: A Symmetrical Link between Informatics, Wet Lab and the Clinic

por Ismini Papageorgiou, Daniel Bittner, Marios Nikos Psychogios, Stathis Hadjidemetriou
Publicado 2021

An artificially intelligent (or algorithm-enhanced) electronic medical record in orofacial pain

por Anette Paulina Vistoso Monreal, Nicolas Veas, Glenn Clark
Publicado 2021