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Teeranan Pokaprakarn
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Sequence to sequence ECG cardiac rhythm classification using convolutional recurrent neural networks
T Pokaprakarn, RR Kitzmiller, R Moorman, DE Lake, AK Krishnamurthy, ...
IEEE journal of biomedical and health informatics 26 (2), 572-580, 2021
412021
AI estimation of gestational age from blind ultrasound sweeps in low-resource settings
T Pokaprakarn, JC Prieto, JT Price, MP Kasaro, N Sindano, HR Shah, ...
NEJM evidence 1 (5), EVIDoa2100058, 2022
242022
The impact of racial and ethnic health disparities in diabetes management on clinical outcomes: a reinforcement learning analysis of health inequity among youth and young …
AR Kahkoska, T Pokaprakarn, GR Alexander, TL Crume, D Dabelea, ...
Diabetes Care 45 (1), 108-118, 2022
192022
Design of the Advancing Care for Type 1 Diabetes and Obesity Network energy metabolism and sequential multiple assignment randomized trial nutrition pilot studies: An …
KD Corbin, D Igudesman, A Addala, A Casu, J Crandell, MR Kosorok, ...
Contemporary clinical trials 117, 106765, 2022
102022
Weight management in young adults with type 1 diabetes: the advancing Care for type 1 diabetes and obesity Network sequential multiple assignment randomized trial pilot results
D Igudesman, J Crandell, KD Corbin, DP Zaharieva, A Addala, ...
Diabetes, Obesity and Metabolism 25 (3), 688-699, 2023
52023
Deep learning to estimate gestational age from blind ultrasound sweeps of the gravid abdomen
T Pokaprakarn, JC Prieto, JT Price, MP Kasaro, N Sindano, HR Shah, ...
medRxiv, 2021.11. 22.21265452, 2021
32021
Deep learning to estimate gestational age from fly‐to cineloop videos: A novel approach to ultrasound quality control
AV Viswanathan, T Pokaprakarn, MP Kasaro, HR Shah, JC Prieto, ...
International Journal of Gynecology & Obstetrics, 2024
2024
622 Deep learning to assess twin gestation from blindly obtained ultrasound sweeps
AV Viswanathan, T Pokaprakarn, EM Stringer, M Foster, J Prieto, ...
American Journal of Obstetrics & Gynecology 230 (1), S336, 2024
2024
SimNorth: A Novel Contrastive Learning Approach for Clustering Prenatal Ultrasound Images
J Prieto, C Benabdelkader, T Pokaprakarn, H Shah, Y Sebastião, Q Dan, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 100-108, 2023
2023
Check for updates SimNorth: A Novel Contrastive Learning Approach for Clustering Prenatal Ultrasound Images
J Prieto, C Benabdelkader, T Pokaprakarn, H Shah, Y Sebastião, Q Dan, ...
Simplifying Medical Ultrasound: 4th International Workshop, ASMUS 2023, Held …, 2023
2023
559-P: The Advancing Care for T1D Obesity Network (ACT1ON) Sequential Multiple Assignment Randomized Trial Pilot Results for Effect on Weight and Glycemia
D Igudesman, J Crandell, T Pokaprakarn, K Corbin, DP Zaharieva, ...
Diabetes 71 (Supplement_1), 2022
2022
32-OR: The Advancing Care for T1D Obesity Network (ACT1ON) Sequential Multiple Assignment Randomized Trial Pilot Re-randomization Results
D Igudesman, J Crandell, T Pokaprakarn, K Corbin, DP Zaharieva, ...
Diabetes 71 (Supplement_1), 2022
2022
Limiting adverse birth outcomes in resource-limited settings (LABOR): protocol of a prospective intrapartum cohort study
A Adu-Amankwah, MB Bellad, AM Benson, TK Beyuo, M Bhandankar, ...
Gates Open Research 6, 2022
2022
Machine Learning Methods for Modern Biomedical Data: Deep Learning and Reinforcement Learning in Precision Health
T Pokaprakarn
The University of North Carolina at Chapel Hill, 2021
2021
Comment: Models as Approximations
NLB Freeman, X Jiang, OE Leete, DJ Luckett, TB Pokaprakarn, ...
Statistical science: a review journal of the Institute of Mathematical …, 2019
2019
Discussion of Laber et al.“Optimal treatment allocations in space and time for on-line control of an emerging infectious disease”
MT Lawson, H Cho, A Choudhury, Y Cui, X Jiang, T Pokaprakarn, ...
Journal of the Royal Statistical Society. Series C, Applied statistics, 779, 2018
2018
Policy optimization approach in Reinforcement Learning
TB Pokaprakarn
Policy, 2018
2018
Accuracy of portable ultrasound for obstetric biometry
KJ Rittenhouse, B Vwalika, Y Sebastiao, T Pokaprakarn, N Sindano, ...
Ultrasound in Obstetrics & Gynecology, 0
Design and Sample Size for SMART Studies
M Kosorok, J Chen, M Chaudhari, A Choudhury, Y Cui, X Jiang, ...
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Articles 1–19