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Daniel Fabbri
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Deep learning for brain tumor classification
JS Paul, AJ Plassard, BA Landman, D Fabbri
SPIE Medical Imaging, 2017
1232017
A scalable framework to detect personal health mentions on Twitter
Z Yin, D Fabbri, ST Rosenbloom, B Malin
Journal of medical Internet research 17 (6), e4305, 2015
722015
A comparison of rule-based and machine learning approaches for classifying patient portal messages
RM Cronin, D Fabbri, JC Denny, ST Rosenbloom, GP Jackson
International journal of medical informatics 105, 110-120, 2017
532017
Explanation-based auditing
D Fabbri, K LeFevre
arXiv preprint arXiv:1109.6880, 2011
502011
Classifying patient portal messages using Convolutional Neural Networks
L Sulieman, D Gilmore, C French, RM Cronin, GP Jackson, M Russell, ...
Journal of biomedical informatics 74, 59-70, 2017
482017
Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks
L Zhang, D Fabbri, R Upender, D Kent
Sleep 42 (11), zsz159, 2019
452019
Toward content-based image retrieval with deep convolutional neural networks
JES Sklan, AJ Plassard, D Fabbri, BA Landman
Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and …, 2015
412015
Automated Classification of Consumer Health Information Needs in Patient Portal Messages
R Cronin, D Fabbri, J Denny, G Jackson
American Medical Informatics Association, 2015
372015
Predicting discharge dates from the NICU using progress note data
MW Temple, CU Lehmann, D Fabbri
Pediatrics 136 (2), e395-e405, 2015
312015
Explaining accesses to electronic medical records using diagnosis information
D Fabbri, K LeFevre
Journal of the American Medical Informatics Association 20 (1), 52-60, 2013
312013
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation
Z Yin, M Harrell, J Warner, Q Chen, D Fabbri, BA Malin
Journal of the American Medical Informatics Association, 2018
262018
Complexity of medical decision-making in care provided by surgeons through patient portals
JR Robinson, A Valentine, C Carney, D Fabbri, GP Jackson
Journal of Surgical Research 214, 93-101, 2017
262017
Development of an automated phenotyping algorithm for hepatorenal syndrome
JD Koola, SE Davis, O Al-Nimri, SK Parr, D Fabbri, BA Malin, SB Ho, ...
Journal of biomedical informatics 80, 87-95, 2018
242018
Development of a natural language processing algorithm to identify and evaluate transgender patients in electronic health record systems
JM Ehrenfeld, KG Gottlieb, LB Beach, SE Monahan, D Fabbri
Ethnicity & Disease 29 (Suppl 2), 441, 2019
232019
A Crowdsourcing Framework for Medical Data Sets
C Ye, J Coco, B Malin, T Lasko, L Novak, J Denny, Y Vorobeychik, ...
American Medical Informatics AssociationAMIA, 2018
202018
Select triggers for data auditing
D Fabbri, R Ramamurthy, R Kaushik
2013 IEEE 29th International Conference on Data Engineering (ICDE), 1141-1152, 2013
202013
Single-dose oral dexamethasone is effective in preventing relapse after acute asthma exacerbations
CS Watnick, D Fabbri, DH Arnold
Annals of Allergy, Asthma & Immunology 116 (2), 171-172, 2016
192016
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms
A Hicks, W Hogan, M Rutherford, B Malin, M Xie, C Fellbaum, Z Yin, ...
American Medical Informatics Association, 2015
192015
Extracting similar terms from multiple EMR-based semantic embeddings to support chart reviews
C Ye, D Fabbri
Journal of Biomedical Informatics, 2018
172018
Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU
M Temple, C Lehmann, D Fabbri
Applied Clinical Informatics 7 (1), 101-115, 2016
152016
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