IEEE Journal of Translational Engineering in Health and Medicine

Articles
Classifying multi-level stress responses from brain cortical EEG in Nurses and Non-health professionals using Machine Learning Auto Encoder
Ashlesha Akella, Avinash Kumar Singh, Daniel Leong, Sara Lal, Phillip Newton, Roderick Clifton-Bligh, Craig Steven McLachlan, Sylvia Maria Gustin, Shamona Maharaj, Ty Lees, Zehong Cao, Chin-Teng Lin
Objective: Mental stress is a major problem in our society and has become an area of interest for many psychiatric researchers. One primary research focus area is the identification of bio-markers that not only identify stress but also predict the... Read more
Posted on 10 MAY 2021
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Prediction of Freezing of Gait in Parkinson’s Disease Using Statistical Inference and Lower–Limb Acceleration Data
Nader Naghavi, Eric Wade
The freezing of gait (FoG) is a common type of motor dysfunction in advanced Parkinson’s disease (PD) associated with falls. Over the last decade, a significant amount of studies has been focused on detecting FoG episodes in clinical and home... Read more
Posted on 29 MAR 2021
Articles, Published Articles
Radial Pulse Spectrum Analysis as Risk Markers to Improve the Risk Stratification of Silent Myocardial Ischemia in Type 2 Diabetic Patients
Chi-Wei Chang, Kuo-Meng Liao, Ying-Chun Chen, Sheng-Hung Wang, Ming-Yie Jan, Gin-Chung Wang
      Diabetic patients with silent myocardial ischemia (SMI) have elevated rates of morbidity and mortality and need intensive care and monitoring. An early predictor of SMI may lead to early diagnosis and medical treatment to prevent progression and adverse clinical events.... Read more
Posted on 19 SEP 2018
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Hierarchy of Neural Organization in the Embryonic Spinal Cord: Granger-Causality Graph Analysis of In Vivo Calcium Imaging Data
Fabrizio De Vico Fallani, Martina Corazzol, Jenna R. Sternberg, Claire Wyart, Mario Chavez
Abstract The recent development of genetically encoded calcium indicators enables monitoring in vivo the activity of neuronal populations. Most analysis of these calcium transients relies on linear regression analysis based on the sensory stimulus applied or the behavior observed. To estimate the basic properties of... Read more
Posted on 6 MAY 2015
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A Generalized dSpliceType Framework to Detect Differential Splicing and Differential Expression Events Using RNA-Seq
Dongxiao Zhu, Nan Deng, Changxin Bai
ACCESS PAPER DATA READ FULL ARTICLE ON IEEE XPLORE Abstract Transcriptomes are routinely compared in term of a list of differentially expressed genes followed by functional enrichment analysis. Due to the technology limitations of microarray, the molecular mechanisms of differential expression is poorly... Read more
Posted on 14 APR 2015