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Samer Albahra
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Machine learning in health care and laboratory medicine: General overview of supervised learning and Auto‐ML
HH Rashidi, N Tran, S Albahra, LT Dang
International Journal of Laboratory Hematology 43, 15-22, 2021
522021
Evolving applications of artificial intelligence and machine learning in infectious diseases testing
NK Tran, S Albahra, L May, S Waldman, S Crabtree, S Bainbridge, ...
Clinical chemistry 68 (1), 125-133, 2022
452022
Artificial intelligence and machine learning overview in pathology & laboratory medicine: A general review of data preprocessing and basic supervised concepts
S Albahra, T Gorbett, S Robertson, G D'Aleo, SVS Kumar, S Ockunzzi, ...
Seminars in Diagnostic Pathology 40 (2), 71-87, 2023
382023
Novel application of an automated-machine learning development tool for predicting burn sepsis: proof of concept
NK Tran, S Albahra, TN Pham, JH Holmes IV, D Greenhalgh, TL Palmieri, ...
Scientific reports 10 (1), 12354, 2020
382020
Automated en masse machine learning model generation shows comparable performance as classic regression models for predicting delayed graft function in renal allografts
KY Jen, S Albahra, F Yen, J Sageshima, LX Chen, N Tran, HH Rashidi
Transplantation 105 (12), 2646-2654, 2021
142021
Innovations in infectious disease testing: leveraging COVID-19 pandemic technologies for the future
NK Tran, S Albahra, H Rashidi, L May
Clinical Biochemistry 117, 10-15, 2023
132023
Common statistical concepts in the supervised Machine Learning arena
HH Rashidi, S Albahra, S Robertson, NK Tran, B Hu
Frontiers in Oncology 13, 1130229, 2023
122023
Enhancing military burn-and trauma-related acute kidney injury prediction through an automated machine learning platform and point-of-care testing
HH Rashidi, A Makley, TL Palmieri, S Albahra, J Loegering, L Fang, ...
Archives of Pathology & Laboratory Medicine 145 (3), 320-326, 2021
112021
Comparative performance of two automated machine learning platforms for COVID-19 detection by MALDI-TOF-MS
HH Rashidi, J Pepper, T Howard, K Klein, L May, S Albahra, B Phinney, ...
PloS one 17 (7), e0263954, 2022
72022
Prediction of tuberculosis using an automated machine learning platform for models trained on synthetic data
HH Rashidi, IH Khan, LT Dang, S Albahra, U Ratan, N Chadderwala, ...
Journal of pathology informatics 13, 100172, 2022
72022
The ChatGPT conundrum: Human-generated scientific manuscripts misidentified as AI creations by AI text detection tool
HH Rashidi, BD Fennell, S Albahra, B Hu, T Gorbett
Journal of Pathology Informatics 14, 100342, 2023
62023
Systems and methods for automated machine learning
HH Rashidi, S Albahra, N Tran
US Patent App. 17/100,082, 2021
42021
Automated machine learning for endemic active tuberculosis prediction from multiplex serological data
HH Rashidi, LT Dang, S Albahra, R Ravindran, IH Khan
Scientific reports 11 (1), 17900, 2021
32021
STNG (Synthetic Tabular Neural Generator): A Novel and Fully Automated Platform for Synthetic Tabular Data Generation and Validation
H Rashidi, S Albahra, B Rubin, B Hu
2023
COMPARATIVE PERFORMANCE OF TWO AUTOMATED MACHINE LEARNING PLATFORMS FOR COVID-19 DETECTION BY MALDI-TOF-MS (preprint)
HH Rashidi, J Pepper, T Howard, K Klein, L May, S Albahra, B Phinney, ...
2022
Archived Past Lab Bests Real
N Tran, S Albahra
Archived Past Lab Best Practice
R Thomas, S Albahra, CLS Scott Bainbridge, NK Tran
Lab Best Practice
R Thomas, S Barnhard
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Articles 1–18