| Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts A Cocos, AG Fiks, AJ Masino Journal of the American Medical Informatics Association 24 (4), 813-821, 2017 | 235 | 2017 |
| Clinical sequencing exploratory research consortium: accelerating evidence-based practice of genomic medicine RC Green, KAB Goddard, GP Jarvik, LM Amendola, PS Appelbaum, ... The American Journal of Human Genetics 98 (6), 1051-1066, 2016 | 167 | 2016 |
| Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data AJ Masino, MC Harris, D Forsyth, S Ostapenko, L Srinivasan, ... PloS one 14 (2), e0212665, 2019 | 150 | 2019 |
| Clinical phenotype-based gene prioritization: an initial study using semantic similarity and the human phenotype ontology AJ Masino, ET Dechene, MC Dulik, A Wilkens, NB Spinner, ID Krantz, ... BMC bioinformatics 15, 1-11, 2014 | 61 | 2014 |
| Prediction of early childhood obesity with machine learning and electronic health record data X Pang, CB Forrest, F Lê-Scherban, AJ Masino International journal of medical informatics 150, 104454, 2021 | 55 | 2021 |
| Preoperative fluid fasting times and postinduction low blood pressure in children: a retrospective analysis AF Simpao, L Wu, O Nelson, JA Gálvez, JM Tan, JO Wasey, WT Muhly, ... Anesthesiology 133 (3), 523-533, 2020 | 55 | 2020 |
| The wave structure function in weak to strong fluctuations: an analytic model based on heuristic theory CY Young, AJ Masino, FE Thomas, CJ Subich Waves in random media 14 (1), 75, 2003 | 37 | 2003 |
| Surviving sepsis in a referral neonatal intensive care unit: association between time to antibiotic administration and in-hospital outcomes M Schmatz, L Srinivasan, RW Grundmeier, OU Elci, SL Weiss, AJ Masino, ... The Journal of Pediatrics 217, 59-65. e1, 2020 | 36 | 2020 |
| Identification of long bone fractures in radiology reports using natural language processing to support healthcare quality improvement RW Grundmeier, AJ Masino, TC Casper, JM Dean, J Bell, R Enriquez, ... Applied clinical informatics 7 (04), 1051-1068, 2016 | 35 | 2016 |
| Crowd control: Effectively utilizing unscreened crowd workers for biomedical data annotation A Cocos, T Qian, C Callison-Burch, AJ Masino Journal of biomedical informatics 69, 86-92, 2017 | 33 | 2017 |
| Personalized prediction of early childhood asthma persistence: a machine learning approach S Bose, CC Kenyon, AJ Masino PloS one 16 (3), e0247784, 2021 | 32 | 2021 |
| Unsupervised machine learning reveals novel traumatic brain injury patient phenotypes with distinct acute injury profiles and long-term outcomes KA Folweiler, DK Sandsmark, R Diaz-Arrastia, AS Cohen, AJ Masino Journal of Neurotrauma 37 (12), 1431-1444, 2020 | 32 | 2020 |
| International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA network open 4 (6), e2112596-e2112596, 2021 | 31 | 2021 |
| Temporal bone radiology report classification using open source machine learning and natural langue processing libraries AJ Masino, RW Grundmeier, JW Pennington, JA Germiller, EB Crenshaw BMC medical informatics and decision making 16, 1-10, 2016 | 26 | 2016 |
| Understanding early childhood obesity via interpretation of machine learning model predictions X Pang, CB Forrest, F Lê-Scherban, AJ Masino 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 25 | 2019 |
| M-Health and autism: recognizing stress and anxiety with machine learning and wearables data AJ Masino, D Forsyth, H Nuske, J Herrington, J Pennington, Y Kushleyeva, ... 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019 | 24 | 2019 |
| A framework for developing and evaluating word embeddings of drug-named entity M Zhao, AJ Masino, CC Yang Proceedings of the BioNLP 2018 workshop, 156-160, 2018 | 23 | 2018 |
| The biorepository portal toolkit: an honest brokered, modular service oriented software tool set for biospecimen-driven translational research AS Felmeister, AJ Masino, TJ Rivera, AC Resnick, JW Pennington BMC genomics 17, 419-432, 2016 | 20 | 2016 |
| Phase fluctuations in moderate to strong turbulence CY Young, AJ Masino, F Thomas Atmospheric Propagation 4976, 141-148, 2003 | 17 | 2003 |
| Temporal condition pattern mining in large, sparse electronic health record data: A case study in characterizing pediatric asthma EA Campbell, EJ Bass, AJ Masino Journal of the American Medical Informatics Association 27 (4), 558-566, 2020 | 15 | 2020 |
Robert GrundmeierAssociate Professor of Pediatrics, University of PennsylvaniaVerified email at chop.edu
