# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
Centers For Disease Control And Prevention, U.s.

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
Analysis At Multiple Levels Of Abstraction

# keywords[]
8 Health And Social Care Services Research

# keywords[]
8.1 Organisation And Delivery Of Services

# keywords[]
Multiple Exponential Servers With Blocking

# keywords[]
Machine Learning And Artificial Intelligence

# keywords[]
8.4 Research Design And Methodologies (health Services)

# keywords[]
8 Health And Social Care Services Research

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
Machine Learning And Artificial Intelligence

# keywords[]
8 Health And Social Care Services Research

# keywords[]
8.1 Organisation And Delivery Of Services

# educationAndTraining[].organization.label
National Institute of Industrial Engineering - (Mumbai, Maharashtra, India)

# educationAndTraining[].organization.label
Sri Venkateswara University - (Tirumala - Tirupati, Andhra Pradesh, India)

# educationAndTraining[].organization.label
Texas A&M University - (College Station, Texas, United States)

# publications[].label
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement.

# publications[].label
Using simulation, data mining, and knowledge discovery techniques for optimized aircraft engine fleet management

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Avian Influenza Datamining Using Environment, Epidemiology, and Etiology Surveillance and Analysis Toolkit (E3SAT)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
The Prediction of Diabetes Development: A Machine Learning Framework

# publications[].label
Non-invasive Wearable System for Hypoglycemia Detection: A Proof of Concept User-Centered Design Process

# publications[].label
A data-driven approach of quantifying function couplings and identifying paths towards emerging hazards in complex systems

# publications[].label
Avian Influenza Datamining Using Environment, Epidemiology, and Etiology Surveillance and Analysis Toolkit (E3SAT)

# publications[].label
Toolkit for Enabling Adaptive Modeling and Simulation (TEAMS)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved Low-Glucose Predictive Alerts Based on Sustained Hypoglycemia: Model Development and Validation Study (Preprint)

# publications[].label
A FUZZY INFERENTIAL APPROACH FOR THE DIAGNOSIS OF DEFECTS IN ELECTRONICS ASSEMBLY

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
USING SIMULATION FOR ROBUST SYSTEM-DESIGN

# publications[].label
A Framework for Adaptive Process Modeling and Execution (FAME)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Classification of Fatigue Phases in Healthy and Diabetic Adults Using Wearable Sensor.

# publications[].label
The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies.

# publications[].label
Spectral Analysis of Hand Tremors Induced during a Fatigue Test

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Neural Signatures of Handgrip Fatigue in Type 1 Diabetic Men and Women.

# publications[].label
Blood Donation: An Approach to Donor Vigilance

# publications[].label
MySidewalk  Incentivized crowdsourcing to improve walkable communities

# publications[].publisher
International Society for Gerontechnology (ISG)

# publications[].label
JOINT HYPOGLYCEMIA PREDICTION AND GLUCOSE FORECASTING VIA DEEP MULTI-TASK LEARNING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Collaborative efforts to forecast seasonal influenza in the United States, 2015-2016.

# publications[].label
NonInvasive Wearable Sensors to detect onset of hypoglycemia: A Literature Review

# publications[].publisher
Hamad bin Khalifa University Press (HBKU Press)

# publications[].label
Predicting Aquatic Development and Mortality Rates of Aedes Aegypti

# publications[].label
Classifying Major Depressive Disorder Using fNIRS During Motor Rehabilitation.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
United States Donor Hemovigilance System: Experience of 3 Blood Centers

# publications[].label
Better management of blood supply-chain with GIS-based analytics

# publications[].tags
12 Responsible Consumption and Production

# publications[].label
The Prediction of Diabetes Development: A Machine Learning Framework

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
The Interrelationships between the length of stay, readmission, and post-acute care referral in cardiac surgery patients

# publications[].label
Adaptive Knowledge Discovery Framework (AKDF)

# publications[].label
Erratum on Feature-Based Machine Learning Model for Real-Time Hypoglycemia Prediction.

# publications[].label
Fear of Hypoglycemia, Hypoglycemia Confidence, and Time in Range in Adolescents and Young Adults with Type 1 Diabetes (T1D)

# publications[].label
Data mining in military health systems - Clinical and administrative applications

# publications[].label
Understanding Patient Beliefs in Using Technology to Manage Diabetes: Path Analysis Model From a National Web-Based Sample (Preprint)

# publications[].label
Hypoglycemia Detection Using Hand Tremors: Home Study of Patients With Type 1 Diabetes.

# publications[].label
Improved Low-Glucose Predictive Alerts Based on Sustained Hypoglycemia: Model Development and Validation Study.

# publications[].label
Simulation modeling at multiple levels of abstraction

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Diabetes Management Experience and the State of Hypoglycemia: National Online Survey Study.

# publications[].label
Transient queueing analysis for emergency hospital management

# publications[].label
Hand tremor-based hypoglycemia detection and prediction in adolescents with type 1 diabetes

# publications[].label
Static and Dynamic Work Activity Classification from a Single Accelerometer: Implications for Ergonomic Assessment of Manual Handling Tasks

# publications[].label
CHANGE IN UNMET NEEDS FOR DAILY MOBILITY AND SELF-CARE ACTIVITIES AND FUTURE HEALTH OUTCOMES

# publications[].label
Data Integration and Predictive Analysis System for Disease Prophylaxis: Incorporating Dengue Fever Forecasts

# publications[].label
Impacts of diurnal temperature and larval density on aquatic development of Aedes aegypti.

# publications[].label
Factors affecting the COVID-19 risk in the US counties: an innovative approach by combining unsupervised and supervised learning.

# publications[].label
Framework for Infectious Disease Analysis: A comprehensive and integrative multi-modeling approach to disease prediction and management.

# publications[].label
Multi-Modal Physiological Sensing on the Upper Arm

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Predicting long-term Type 2 Diabetes with Support Vector Machine using Oral Glucose Tolerance Test

# publications[].label
Towards a method for ontology driven systems reengineering (ODSR)

# publications[].label
Inference of Missing ICD 9 Codes Using Text Mining and Nearest Neighbor Techniques

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Features of Physiological Tremor in Diabetic Patients

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An introduction to using ProSim for business process simulation and analysis

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Neuromuscular Fatigue mechanisms in Type 1 diabetic men and women

# publications[].label
Hand Tremor-Based Hypoglycemia Detection and Prediction in Adolescents with Type 1 Diabetes

# publications[].label
AI and Machine Learning in Diabetes Management: Opportunity, Status, and Challenges

# publications[].label
Factors affecting the COVID-19 risk in the US counties: an innovative  approach by combining unsupervised and supervised learning

# publications[].label
Hypoglycemia Detection Using Hand Tremors: Home Study of Patients With Type 1 Diabetes (Preprint)

# publications[].label
An integrated toolkit for enterprise modeling and analysis

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Understanding Patient Beliefs in Using Technology to Manage Diabetes: Path Analysis Model From a National Web-Based Sample.

# publications[].label
A Knowledge Based Framework for the Design of Soft-Computing Systems

# publications[].label
Medical material management support using data mining and analytics

# publications[].label
Towards a Knowledge Discovery Wizard (KDW)

# publications[].label
Measuring Fatigue through Heart Rate Variability and Activity Recognition: A Scoping Literature Review of Machine Learning Techniques

# publications[].label
Data Mining in Military Health Systems - Clinical and Administrative Applications1 1 This material is based upon work partially supported by the United States Army Military Health Data Mining Library (MHDML) project (contract number DAMD17-02-C-0071). The MHDML project has developed a research data cube and the advanced data mining methods serving as knowledge analysis templates for medical knowledge discovery demonstrated in this study. This material is also partially supported by the United States Army Blood Reserve Availability Assessment, Tracking, and Management System (BRAMS) project (contract number W81XWH-05-C-0074). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the United States Army.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Formal model of single agent planning situations

# publications[].label
Data Integration and Predictive Analysis System for Disease Prophylaxis

# publications[].label
Correction to: The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies.

# publications[].label
Feature-Based Machine Learning Model for Real-Time Hypoglycemia Prediction.

# publications[].label
Investigating the Efficacy of Using Hand Tremors for Early Detection of Hypoglycemic Events: A Scoping Literature Review

# publications[].label
Distributed information gathering, exploration and sensemaking toolkit (DIGEST)

# publications[].label
Diabetes Management Experience and the State of Hypoglycemia: National Online Survey Study (Preprint)

# publications[].label
Quantifying Accelerometer-Based Tremor Features of Neuromuscular Fatigue in Healthy and Diabetic Adults

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A framework to identify and respond to weak signals of disastrous process incidents based on FRAM and machine learning techniques

# publications[].label
A framework for modeling and simulation at multiple levels of abstraction

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Predicting aquatic development and mortality rates of Aedes aegypti.

# publications[].label
Data Mining to Improve Safety of Blood Donation Process

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
AN ARCHITECTURE OF A KNOWLEDGE-BASED SIMULATION ENGINE

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An introduction to using PROSIM for business process simulation and analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Predicting long-term type 2 diabetes with support vector machine using oral glucose tolerance test.

# publications[].label
Integrated modeling and analysis generator environment (image): A decision support tool

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Detection of Hypoglycemia and Hyperglycemia Using Noninvasive Wearable Sensors: ECG and Accelerometry.

# publications[].label
Toolkit for enabling analysis and modeling of adaptive workflow (TEAMWORK)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Factors affecting the COVID-19 risk in the US counties: an innovative approach by combining unsupervised and supervised learning

# publications[].label
Predictive model for microclimatic temperature and its use in mosquito population modeling.

# researcherOn[].label
SenSE: Multimodal noninvasive wearable sensors and machine learning for predicting critical glycemic events

# researcherOn[].awardedBy.label
Directorate for Engineering - (Arlington, Virginia, United States)

# researcherOn[].label
Smart, Secure, Non Invasive Wearable System for Proactive Detection of Hypoglycemic Events

# researcherOn[].awardedBy.label
United States Department of Veterans Affairs - (Washington D.C., District of Columbia, United States)

# streetAddress
Texas A&M University; Industrial Engineering; 3131 TAMU