Anis Davoudi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Intensive Care Unit

Machine Learning

Cardiac Surgery

Physical Activity

Top Venues

Frontiers Digit. Health

Publications

Anis Davoudi, Jacek K. Urbanek, Lacey Etzkorn, Romil Parikh, Elsayed Z. Soliman, Amal A. Wanigatunga, Kelley Pettee Gabriel, Josef Coresh, Jennifer A. Schrack, Lin Yee Chen
Validation of a Zio XT Patch Accelerometer for the Objective Assessment of Physical Activity in the Atherosclerosis Risk in Communities (ARIC) Study. Sensors 24 (3) (2024)
Anis Davoudi, Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit. Frontiers Digit. Health 4 (2022)
Anis Davoudi, Ruba Sajdeya, Ron Ison, Jennifer Hagen, Parisa Rashidi, Catherine C. Price, Patrick James Tighe
Fairness in the prediction of acute postoperative pain using machine learning models. Frontiers Digit. Health 4 (2022)
Anis Davoudi, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Posture Recognition in the Critical Care Settings using Wearable Devices. CoRR (2021)
Benjamin Shickel, Anis Davoudi, Tezcan Ozrazgat-Baslanti, Matthew Ruppert, Azra Bihorac, Parisa Rashidi
Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU. Frontiers Digit. Health 3 (2021)
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
. EMBC (2020)
Anis Davoudi, Catherine Dion, Shawna Amini, David J. Libon, Patrick J. Tighe, Catherine C. Price, Parisa Rashidi
Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test. EMBC (2020)
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Pain and Physical Activity Association in Critically Ill Patients. CoRR (2020)
Matin Kheirkhahan, Sanjay P. Nair, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Tonatiuh Mendoza, Todd M. Manini, Sanjay Ranka
A smartwatch-based framework for real-time and online assessment and mobility monitoring. J. Biomed. Informatics 89 (2019)
Anis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi
Activity and circadian rhythm of sepsis patients in the Intensive Care Unit. BHI (2018)
Paul Nickerson, Raheleh Baharloo, Anis Davoudi, Azra Bihorac, Parisa Rashidi
Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series. EMBC (2018)
Kumar Rohit Malhotra, Anis Davoudi, Scott Siegel, Azra Bihorac, Parisa Rashidi
Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN. CVPR Workshops (2018)
Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring. CoRR (2018)
Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M. Manini, Sanjay Ranka
Power-efficient real-time approach to non-wear time detection for smartwatches. BHI (2017)
Scott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick J. Tighe, Parisa Rashidi
Anesthesia Instrument Recognition System. AMIA (2017)
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Alberto C. Bursian, Azra Bihorac, Parisa Rashidi
Delirium Prediction using Machine Learning Models on Predictive Electronic Health Records Data. BIBE (2017)
Sanjay P. Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka
ROAMM: A software infrastructure for real-time monitoring of personal health. HealthCom (2016)