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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
632021
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
432022
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
212022
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
132023
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
112022
Diagnostic accuracy of an integrated AI tool to estimate gestational age from blind ultrasound sweeps
JSA Stringer, T Pokaprakarn, JC Prieto, B Vwalika, SV Chari, N Sindano, ...
Jama 332 (8), 649-657, 2024
82024
Accuracy of portable ultrasound machines for obstetric biometry
KJ Rittenhouse, B Vwalika, Y Sebastiao, T Pokaprakarn, N Sindano, ...
Ultrasound in Obstetrics & Gynecology 63 (6), 772-780, 2024
42024
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 165 (3), 1013-1021, 2024
32024
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
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
12022
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
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
AI-ENABLED POINT-OF-CARE ULTRASOUND TO ESTIMATE GESTATIONAL AGE FROM BLIND ULTRASOUND SWEEPS IN LOW-RESOURCE SETTINGS: A RANDOMIZED DIAGNOSTIC ACCURACY STUDY
J Stringer, T Pokaprakarn, J Prieto, M Kasaro, S Chari, H Shah, ...
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