Karthik Srinivasan

发表

Title : Sensor-Based Sleep Quality Index ( SB-SQI ) : A New Metric to Examine the Association of Office Workstation Type on Stress and Sleep Short title : Sensor-Based Sleep Quality Index ( SB-SQI )

M. Mehl, S. Ram, Faiz Currim, 2018 .

Wellbuilt for wellbeing: Controlling relative humidity in the workplace matters for our health

M. Mehl, S. Ram, Faiz Currim, 2019, Indoor air.

A Human-in-the-loop Segmented Mixed-effects Modeling Method For Analyzing Wearables Data

S. Ram, Faiz Currim, Karthik Srinivasan, 2022, ACM Transactions on Management Information Systems.

Discovery of associative patterns between workplace sound level and physiological wellbeing using wearable devices and empirical Bayes modeling

M. Mehl, S. Ram, Faiz Currim, 2023, npj Digital Medicine.

A Novel Fracture Prediction Model Using Machine Learning in a Community‐Based Cohort

Sudha Ram, Sung Hye Kong, Daehwan Ahn, 2020, JBMR plus.

Learning occupants’ workplace interactions from wearable and stationary ambient sensing systems

Edward Arens, Karthik Srinivasan, Jovan Pantelic, 2018, Applied Energy.

Sensor-Based Sleep Quality Index (SB-SQI): A New Metric to Examine the Association of Office Workstation Type on Stress and Sleep

M. Mehl, S. Ram, Hyo-Ki Lee, 2018 .

Effects of office workstation type on physical activity and stress

Kevin Kampschroer, Sudha Ram, Javad Razjouyan, 2018, Occupational and Environmental Medicine.

Mobile Assisted Living: Smartwatch-based Fall Risk Assessment for Elderly People

Marian Haescher, Gerald Bieber, Denys J. C. Matthies, 2018, iWOAR.

Predicting High-Cost Patients at Point of Admission Using Network Science

Karthik Srinivasan, Sudha Ram, Faiz Currim, 2018, IEEE Journal of Biomedical and Health Informatics.

A Human-in-the-Loop Segmented Mixed-Effects Modeling Method for Analyzing Wearables Data

S. Ram, Faiz Currim, Karthik Srinivasan, 2022, ACM Trans. Manag. Inf. Syst..

Robust Local Explanations for Healthcare Predictive Analytics: An Application to Fragility Fracture Risk Modeling

Sudha Ram, Buomsoo Kim, Karthik Srinivasan, 2019, International Conference on Interaction Sciences.

Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers

Gerald Bieber, Dimitri Kraft, Karthik Srinivasan, 2020, Technologies.

Wrist-worn accelerometer based fall detection for embedded systems and IoT devices using deep learning algorithms

Gerald Bieber, Dimitri Kraft, Karthik Srinivasan, 2020, PETRA.

Automated fall risk assessment of elderly using wearable devices

Gerald Bieber, Marian Haescher, Mario Aehnelt, 2020, Journal of rehabilitation and assistive technologies engineering.

Feature Importance and Predictive Modeling for Multi-source Healthcare Data with Missing Values

Kevin Kampschroer, Sudha Ram, Javad Razjouyan, 2016, Digital Health.