Using autoencoders as a weight initialization method on deep neural networks for disease detection

by Mafalda Falcão Ferreira, Rui Camacho, Luís F. Teixeira
Published 2020-08-01

Using an analogical reasoning framework to infer language patterns for negative life events

by Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, Shao-Zhen Ye, K. Robert Lai
Published 2019-08-01

An adaptive term proximity based rocchio’s model for clinical decision support retrieval

by Min Pan, Yue Zhang, Qiang Zhu, Bo Sun, Tingting He, Xingpeng Jiang
Published 2019-12-01

Reporting of screening and diagnostic AI rarely acknowledges ethical, legal, and social implications: a mass media frame analysis

by Emma K. Frost, Stacy M. Carter
Published 2020-12-01

Predicting hospitalization following psychiatric crisis care using machine learning

by Matthijs Blankers, Louk F. M. van der Post, Jack J. M. Dekker
Published 2020-12-01

Using machine learning models to improve stroke risk level classification methods of China national stroke screening

by Xuemeng Li, Di Bian, Jinghui Yu, Mei Li, Dongsheng Zhao
Published 2019-12-01

A comparison between two semantic deep learning frameworks for the autosomal dominant polycystic kidney disease segmentation based on magnetic resonance images

by Vitoantonio Bevilacqua, Antonio Brunetti, Giacomo Donato Cascarano, Andrea Guerriero, Francesco Pesce, Marco Moschetta, Loreto Gesualdo
Published 2019-12-01

Biometric handwriting analysis to support Parkinson’s Disease assessment and grading

by Giacomo Donato Cascarano, Claudio Loconsole, Antonio Brunetti, Antonio Lattarulo, Domenico Buongiorno, Giacomo Losavio, Eugenio Di Sciascio, Vitoantonio Bevilacqua
Published 2019-12-01

Representation learning in intraoperative vital signs for heart failure risk prediction

by Yuwen Chen, Baolian Qi
Published 2019-12-01

A low-cost vision system based on the analysis of motor features for recognition and severity rating of Parkinson’s Disease

by Domenico Buongiorno, Ilaria Bortone, Giacomo Donato Cascarano, Gianpaolo Francesco Trotta, Antonio Brunetti, Vitoantonio Bevilacqua
Published 2019-12-01

Can statistical adjustment guided by causal inference improve the accuracy of effect estimation? A simulation and empirical research based on meta-analyses of case–control studies...

by Ruohua Yan, Tianyi Liu, Yaguang Peng, Xiaoxia Peng
Published 2020-12-01

Implementation of machine learning algorithms to create diabetic patient re-admission profiles

by Mohamed Alloghani, Ahmed Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf
Published 2019-12-01

Towards semantic interoperability: finding and repairing hidden contradictions in biomedical ontologies

by Luke T. Slater, Georgios V. Gkoutos, Robert Hoehndorf
Published 2020-12-01

Friend of a Friend with Benefits ontology (FOAF+): extending a social network ontology for public health

by Muhammad Amith, Kayo Fujimoto, Rebecca Mauldin, Cui Tao
Published 2020-12-01

Inter/intra-frame constrained vascular segmentation in X-ray angiographic image sequence

by Shuang Song, Chenbing Du, Ying Chen, Danni Ai, Hong Song, Yong Huang, Yongtian Wang, Jian Yang
Published 2019-12-01

Does a Mobile app improve patients’ knowledge of stroke risk factors and health-related quality of life in patients with stroke? A randomized controlled trial

by Yi-No Kang, Hsiu-Nien Shen, Chia-Yun Lin, Glyn Elwyn, Szu-Chi Huang, Tsung-Fu Wu, Wen-Hsuan Hou
Published 2019-12-01

MultiSourcDSim: an integrated approach for exploring disease similarity

by Lei Deng, Danyi Ye, Junmin Zhao, Jingpu Zhang
Published 2019-12-01

A stacking-based model for predicting 30-day all-cause hospital readmissions of patients with acute myocardial infarction

by Zhen Zhang, Hang Qiu, Weihao Li, Yucheng Chen
Published 2020-12-01

A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes

by Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou
Published 2019-12-01

Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-expe...

by Elisa Puigdomenech, Anne Martin, Alexandra Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Conxa Castell, Mireia Espallargues, on behalf of the PEGASO Fit For Future Consortium
Published 2019-12-01