Fred Lu
Fred Lu
Booz Allen Hamilton
Verified email at stanford.edu
Title
Cited by
Cited by
Year
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
772019
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
762017
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
73*2018
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
43*2021
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
35*2020
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
202019
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
International Conference on Learning Representations
B Zhou, E Zelikman, F Lu, AY Ng, GE Carlsson, S Ermon
62015
Evaluating the disentanglement of deep generative models through manifold topology
S Zhou, E Zelikman, F Lu, AY Ng, G Carlsson, S Ermon
ICLR 2021, 2021
32021
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
12021
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands
J Irvin, S Zhou, G McNicol, F Lu, V Liu, E Fluet-Chouinard, Z Ouyang, ...
Agricultural and Forest Meteorology 308, 108528, 2021
2021
Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches
FS Lu, AT Nguyen, NB Link, M Molina, JT Davis, M Chinazzi, X Xiong, ...
PLOS Computational Biology 17 (6), e1008994, 2021
2021
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, ...
Nature communications 12 (1), 1-18, 2021
2021
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
Appliance Level Energy Disaggregation
S Sen, F Lu
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