Παρακολούθηση
Jenish Maharjan
Jenish Maharjan
Data Scientist and Machine Learning Engineer
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα villanova.edu
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Παρατίθεται από
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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
172022
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
102023
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
72021
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
52022
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
32023
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
32022
Guided ultrasound imaging using a deep regression network
J Maharjan, BR Mitchell, VWS Chan, E Kim
SPIE Medical Imaging 11319, 2020
32020
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
22023
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
12024
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
12022
Artificial intelligence method for determining therapy recomendation for individuals with neurodevelopmental disorders
J Maharjan, A Garikipati, M Ciobanu, F Dinenno, MAO Qingqing
US Patent App. 17/955,616, 2024
2024
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, ...
arXiv preprint arXiv:2402.19371, 2024
2024
Method for decreasing meltdown incidence and severity in neurodevelopmental disorders
M Ciobanu, R Thapa, A Garikipati, J Maharjan, NP Singh, S Thakkar
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
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
2022
Multi-Task Learning with Recurrent Neural Networks for ARDS Prediction using only EHR Data: Model Development and Validation Study
C Lam, R Thapa, J Maharjan, K Rahmani, CF Tso, N Singh, SC Chetty, ...
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