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dziura

Time-Varying, Adaptable Models for Personalized Digital Health and Clinical Outcomes

Time-Varying, Adaptable Models for Personalized Digital Health and Clinical Outcomes 150 150 Biomedical & Health Informatics (BHI)
Clinical models are often static in nature, homogenized in patient population and in patient comparisons and treatment decision making. read more

Alzheimer’s Disease: At the Interface of Engineering, Medicine, and Biology

Alzheimer’s Disease: At the Interface of Engineering, Medicine, and Biology 150 150 Biomedical & Health Informatics (BHI)
Over the past two decades Biomedical Engineering has emerged as a major discipline that bridges societal needs of human health care with development of novel engineering methods and technologies. read more

From Clinical Language Representation to Patient Representation using Electronic Health Records

From Clinical Language Representation to Patient Representation using Electronic Health Records 150 150 Biomedical & Health Informatics (BHI)
The widespread adoption of Electronic Health Records (EHRs) has enabled the use of clinical data for clinical research and practice. read more

The Possibility of Cognitive Automation in Medicine

The Possibility of Cognitive Automation in Medicine 150 150 Biomedical & Health Informatics (BHI)
The Healthcare industry in the United States is under digital transformation to address several macroeconomic and socioeconomic challenges including high costs and low quality, increase in federal regulations and policies, better expectation on patient experience, health inequities, hospital consolidation, and so on. read more

The Digital Physiome: Wearables for Early Disease Detection

The Digital Physiome: Wearables for Early Disease Detection 150 150 Biomedical & Health Informatics (BHI)
Digital health is rapidly expanding due to surging healthcare costs, deteriorating health outcomes, and the growing prevalence and accessibility of mobile health and wearable technologies. read more

Machine Learning for Computational Network Biology

Machine Learning for Computational Network Biology 150 150 Biomedical & Health Informatics (BHI)
Real-world biomedical problems often involve complex biological systems that consist of numerous interacting entities. read more

Improving prenatal health with medical grade wearables and large scale data analysis

Improving prenatal health with medical grade wearables and large scale data analysis 150 150 Biomedical & Health Informatics (BHI)
We are witnessing a maternal health crisis with increasing rates of maternal death, preterm births and widening of disparities in care globally. read more

Challenges of Developing Intelligent Critical Care Systems

Challenges of Developing Intelligent Critical Care Systems 150 150 Biomedical & Health Informatics (BHI)
Today’s ICUs face many critical barriers to achieving continuous monitoring of the patients. read more

Computational prediction of disease effects of genetic variants and altered 3D chromosome folding patterns

Computational prediction of disease effects of genetic variants and altered 3D chromosome folding patterns 150 150 Biomedical & Health Informatics (BHI)
With the rapid progress of genome studies, many missense single-nucleotide polymorphisms (SNPs) in populations of somatic cells of different diseases such as cancer have been identified. read more

From Wearable Sensors to Behavioral Informatics: Frontiers in Digital Health

From Wearable Sensors to Behavioral Informatics: Frontiers in Digital Health 150 150 Biomedical & Health Informatics (BHI)
The emergence of wearable sensor technology paves the way for objective, sensor-driven assessment of health-related behaviors, which in modern society act as the major determining factors of life expectancy and quality of life. read more