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Hongxia Lu, Ph.D.
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A comparative study on deep learning models for text classification of unstructured medical notes with various levels of class imbalance
H Lu, L Ehwerhemuepha, C Rakovski
BMC medical research methodology 22 (1), 181, 2022
942022
Combined use of Donepezil and Memantine increases the probability of five-year survival of Alzheimer’s disease patients
E Yaghmaei, H Lu, L Ehwerhemuepha, J Zheng, S Danioko, A Rezaie, ...
Communications Medicine 4 (1), 99, 2024
152024
Predicting suicidal and self-injurious events in a correctional setting using AI algorithms on unstructured medical notes and structured data
H Lu, A Barrett, A Pierce, J Zheng, Y Wang, C Chiang, C Rakovski
Journal of psychiatric research 160, 19-27, 2023
102023
CardioGPT: an ECG interpretation generation model
G Fu, J Zheng, I Abudayyeh, C Ani, C Rakovski, L Ehwerhemuepha, H Lu, ...
IEEE Access, 2024
82024
The effect of text data augmentation methods and strategies in classification tasks of unstructured medical notes
H Lu, C Rakovski
82022
A causal inference study: The impact of the combined administration of Donepezil and Memantine on decreasing hospital and emergency department visits of Alzheimer’s disease …
E Yaghmaei, A Pierce, H Lu, YM Patel, L Ehwerhemuepha, A Rezaie, ...
PLOS ONE 18 (9), 2023
52023
Geospatial analysis of opioid dispensing patterns in California: a 2021 real-world study
H Lu, J Zheng, Y Wang
Healthcare 11 (12), 1732, 2023
22023
Corrections to “CardioGPT: An ECG Interpretation Generation Model”
G Fu, J Zheng, I Abudayyeh, C Ani, C Rakovski, L Ehwerhemuepha, H Lu, ...
IEEE Access 13, 32197-32197, 2025
2025
Early life adversity increases risk for chronic posttraumatic pain, data from humans and rodents
LA McKibben, A Woolard, SA McLean, Y Zhao, T Verma, J Mickelson, ...
medRxiv, 2024.11. 01.24316303, 2024
2024
Advances in NLP Algorithms on Unstructured Medical Notes Data and Approaches to Handling Class Imbalance Issues
H Lu
Chapman University, 2022
2022
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Articles 1–10