|Snorkel: Rapid training data creation with weak supervision|
A Ratner, SH Bach, H Ehrenberg, J Fries, S Wu, C Ré
Proceedings of the VLDB Endowment. International Conference on Very Large …, 2017
|Monitoring hand hygiene via human observers: how should we be sampling?|
J Fries, AM Segre, G Thomas, T Herman, K Ellingson, PM Polgreen
Infection control and hospital epidemiology: the official journal of the …, 2012
|Swellshark: A generative model for biomedical named entity recognition without labeled data|
J Fries, S Wu, A Ratner, C Ré
arXiv preprint arXiv:1704.06360, 2017
|Brundlefly at SemEval-2016 Task 12: Recurrent neural networks vs. joint inference for clinical temporal information extraction|
arXiv preprint arXiv:1606.01433, 2016
|Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences|
JA Fries, P Varma, VS Chen, K Xiao, H Tejeda, P Saha, J Dunnmon, ...
Nature communications 10 (1), 1-10, 2019
|Shortfuse: Biomedical time series representations in the presence of structured information|
M Fiterau, S Bhooshan, J Fries, C Bournhonesque, J Hicks, E Halilaj, ...
Proceedings of machine learning research 68, 59, 2017
|Data programming with DDLite: Putting humans in a different part of the loop|
HR Ehrenberg, J Shin, AJ Ratner, JA Fries, C Ré
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-6, 2016
|Wireless applications for hospital epidemiology|
T Herman, SV Pemmaraju, AM Segre, PM Polgreen, DE Curtis, J Fries, ...
Proceedings of the 1st ACM international workshop on Medical-grade wireless …, 2009
|A low-cost non-RFID based method for automated monitoring of hand hygiene compliance|
J Fries, C Hlady, T Herman, PM Polgreen, AM Segre
Program and abstracts of the 19th Annual Scientific Meeting of the Society …, 2009
|Multi-resolution weak supervision for sequential data|
P Varma, F Sala, S Sagawa, J Fries, D Fu, S Khattar, A Ramamoorthy, ...
Advances in Neural Information Processing Systems, 192-203, 2019
|A near-real-time method for discovering healthcare worker social networks via wireless devices|
C Hlady, D Curtis, M Severson, J Fries, S Pemmaraju, A Segre, T Herman, ...
47th Annual Meeting of the Infectious Disease Society of America, 2009
|Similarity-based lstms for time series representation learning in the presence of structured covariates|
M Fiterau, J Fries, E Halilaj, N Siranart, S Bhooshan, C Re
29th Conference on Neural Information Processing Systems 3, 2016
|Using Craigslist messages for syphilis surveillance|
JA Fries, TY Ho, AM Segre, PM Polgreen
Int. Meeting on Emerg. Diseases and Surveil, 2011
|Using online classified ads to identify the geographic footprints of anonymous, casual sex-seeking individuals|
JA Fries, AM Segre, PM Polgreen
2012 International Conference on Privacy, Security, Risk and Trust and 2012 …, 2012
|Medical device surveillance with electronic health records|
A Callahan, JA Fries, C Ré, JI Huddleston, NJ Giori, S Delp, NH Shah
NPJ digital medicine 2 (1), 1-10, 2019
|Machine learning for health (ML4H) workshop at NeurIPS 2018|
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
arXiv preprint arXiv:1811.07216, 2018
|Mining the demographics of Craigslist casual sex ads to inform public health policy|
JA Fries, PM Polgreen, AM Segre
2014 IEEE International Conference on Healthcare Informatics, 61-70, 2014
|The use of Craigslist posts for risk behavior and STI surveillance|
JA Fries, A Segre, L Polgreen, P Polgreen
Using administrative databases to identify cases of chronic kidney disease …, 2011
|Vaccination strategies for healthcare workers based on social networks|
D Curtis, S Pemmaraju, C Hlady, J Fries, T Herman, A Segre, P Polgreen
Proceedings of the International Meeting on Emerging Diseases and …, 2009
|Measure what matters: counts of hospitalized patients are a better metric for health system capacity planning for a reopening|
S Kashyap, S Gombar, S Yadlowsky, A Callahan, J Fries, BA Pinsky, ...