Fred Lu
Fred Lu
Booz Allen Hamilton
Verified email at stanford.edu
Title
Cited by
Cited by
Year
Accurate influenza monitoring and forecasting using novel internet data streams: a case study in the Boston Metropolis
FS Lu, S Hou, K Baltrusaitis, M Shah, J Leskovec, J Hawkins, ...
JMIR public health and surveillance 4 (1), e4, 2018
67*2018
Advances in using Internet searches to track dengue
S Yang, SC Kou, F Lu, JS Brownstein, N Brooke, M Santillana
PLoS computational biology 13 (7), e1005607, 2017
672017
Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
FS Lu, MW Hattab, CL Clemente, M Biggerstaff, M Santillana
Nature communications 10 (1), 1-10, 2019
532019
Estimating the early outbreak cumulative incidence of COVID-19 in the United States: three complementary approaches
FS Lu, AT Nguyen, NB Link, M Lipsitch, M Santillana
medRxiv, 2020
31*2020
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
Science Advances 7 (10), eabd6989, 2021
30*2021
Improved real-time influenza surveillance: using internet search data in eight Latin American countries
L Clemente, F Lu, M Santillana
JMIR public health and surveillance 5 (2), e12214, 2019
192019
Sub-national levels and trends in contraceptive prevalence, unmet need, and demand for family planning in Nigeria with survey uncertainty
LD Mercer, F Lu, JL Proctor
BMC public health 19 (1), 1-9, 2019
62019
Identification of putative causal loci in whole-genome sequencing data via knockoff statistics
Z He, L Liu, C Wang, Y Le Guen, J Lee, S Gogarten, F Lu, S Montgomery, ...
bioRxiv, 2021
2021
Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data
PM de Salazar, F Lu, JA Hay, D Gomez-Barroso, P Fernandez-Navarro, ...
medRxiv, 2021
2021
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
S Zhou, E Zelikman, F Lu, AY Ng, G Carlsson, S Ermon
arXiv preprint arXiv:2006.03680, 2020
2020
Predicting Dengue Incidence Leveraging Internet-Based Data Sources. A Case Study in 20 cities in Brazil
G Koplewitz, F Lu, L Clemente, C Buckee, M Santillana
medRxiv, 2020
2020
FLUXNET Methane Synthesis: Modeling Wetland Methane Fluxes from Sites to the Globe
G McNicol, E Fluet-chouinard, Z Zhang, J Irvin, S Zhou, F Lu, A Kondrich, ...
AGU Fall Meeting Abstracts 2019, B13O-2502, 2019
2019
EVALUATING THE DISENTANGLEMENT OF DEEP GENERATIVE MODELS WITH MANIFOLD TOPOLOGY
S Zhou, E Zelikman, F Lu, AY Ng, G Carlsson, S Ermon
Appliance Level Energy Disaggregation
S Sen, F Lu
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Articles 1–14