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Jenish Maharjan
Jenish Maharjan
Data Scientist and Machine Learning Engineer
Verified email at villanova.edu
Title
Cited by
Cited by
Year
OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models
J Maharjan, A Garikipati, NP Singh, L Cyrus, M Sharma, M Ciobanu, ...
Scientific Reports 14 (1), 14156, 2024
812024
Predicting pulmonary embolism among hospitalized patients with machine learning algorithms
L Ryan, J Maharjan, S Mataraso, G Barnes, J Hoffman, Q Mao, J Calvert, ...
Pulmonary circulation 12 (1), e12013, 2022
342022
Machine learning determination of applied behavioral analysis treatment plan type
J Maharjan, A Garikipati, FA Dinenno, M Ciobanu, G Barnes, E Browning, ...
Brain Informatics 10 (1), 7, 2023
262023
Machine learning approach for improved longitudinal prediction of progression from mild cognitive impairment to Alzheimer’s disease
RP Adelson, A Garikipati, J Maharjan, M Ciobanu, G Barnes, NP Singh, ...
Diagnostics 14 (1), 13, 2023
162023
Massive external validation of a machine learning algorithm to predict pulmonary embolism in hospitalized patients
J Shen, SC Chetty, S Shokouhi, J Maharjan, Y Chuba, J Calvert, Q Mao
Thrombosis Research 216, 14-21, 2022
152022
Enriching the study population for ischemic stroke therapeutic trials using a machine learning algorithm
J Maharjan, Y Ektefaie, L Ryan, S Mataraso, G Barnes, S Shokouhi, ...
Frontiers in Neurology 12, 784250, 2022
132022
Navan Preet Singh, Leo Cyrus, Mayank Sharma, Madalina Ciobanu, Gina Barnes, Rahul Thapa, Qingqing Mao, and Ritankar Das. 2024. Openmedlm: prompt engineering can out-perform …
J Maharjan, A Garikipati
Scientific Reports 14 (1), 14156, 2024
122024
Application of deep learning to identify COVID-19 infection in posteroanterior chest X-rays
J Maharjan, J Calvert, E Pellegrini, A Green-Saxena, J Hoffman, A McCoy, ...
Clinical imaging 80, 268-273, 2021
92021
Early prediction of prostate cancer risk in younger men using polygenic risk scores and electronic health records
A Varma, J Maharjan, A Garikipati, M Hurtado, S Shokouhi, Q Mao
Cancer Medicine 12 (1), 379-386, 2023
82023
Mortality, disease progression, and disease burden of acute kidney injury in alcohol use disorder subpopulation
J Maharjan, S Le, A Green-Saxena, M Khattar, J Calvert, E Pellegrini, ...
The American Journal of the Medical Sciences 364 (1), 46-52, 2022
72022
OpenMedLM: prompt engineering can out‐perform fine‐tuning in medical question‐answering with open‐source large language models. Sci Rep. 2024; 14 (14156)
J Maharjan, A Garikipati, NP Singh, L Cyrus, M Sharma, M Ciobanu
6
Guided ultrasound imaging using a deep regression network
J Maharjan, BR Mitchell, VWS Chan, E Kim
SPIE Medical Imaging 11319, 2020
42020
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models
A Garikipati, J Maharjan, NP Singh, L Cyrus, M Sharma, M Ciobanu, ...
AAAI 2024 spring symposium on clinical foundation models, 2024
32024
System and process for feature extraction from therapy notes
J MAHARJAN, A GARIKIPATI, NP SINGH, M CIOBANU, Q MAO
US Patent App. 18/496,525, 2024
12024
Artificial intelligence method for determining therapy recomendation for individuals with neurodevelopmental disorders
J MAHARJAN, A GARIKIPATI, M CIOBANU, F DINENNO, Q MAO
US Patent App. 17/955,616, 2024
12024
A new standard for Sepsis prediction algorithms: using time-dependent analysis for earlier clinically relevant alerts
J Maharjan, R Thapa, J Calvert, MM Attwood, S Shokouhi, S Casie Chetty, ...
Available at SSRN 4130480, 2022
12022
Method for decreasing meltdown incidence and severity in neurodevelopmental disorders
M CIOBANU, R THAPA, A GARIKIPATI, J MAHARJAN, NP SINGH, ...
US Patent App. 18/216,358, 2024
2024
False positive analysis of machine-learning based sepsis prediction
D Basu, J Maharjan, A Allen, R Thapa, MM Attwood, M Hurtado, Z Iqbal, ...
2022
Machine Learning to Predict Long and Short Term Fracture Risk in Postmenopausal Women
A Radhachandran, J Maharjan, G Barnes, S Shokouhi, J Hoffman, Q Mao
2022
Enriching the Study Population For Ischemic Stroke Therapeutic Trials Using a Machine Learning Algorithm
J Maharjan, G Barnes, AG Saxena, J Calvert
CIRCULATION RESEARCH 129 (12), E241-E241, 2021
2021
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