Caroline Buckee
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Epidemiologist and Associate Professor
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Caroline Buckee's Degrees
- Masters Public Health London School of Hygiene and Tropical Medicine
- Bachelors Biological Sciences University of Oxford
Why Is Caroline Buckee Influential?
(Suggest an Edit or Addition)According to Wikipedia, Caroline O'Flaherty Buckee is an epidemiologist. She is an associate professor of Epidemiology and is the associate director of the Center for Communicable Disease Dynamics, both at the Harvard T.H. Chan School of Public Health. Buckee is known for her work in digital epidemiology, where mathematical models track mobile and satellite data to understand the transmission of infectious diseases through populations in an effort to understand the spatial dynamics of disease transmission. Her work examines the implications of conducting surveillance and implementing control programs as a way to understand and predict what will happen when dealing with outbreaks of infectious diseases like malaria and COVID-2019.
Caroline Buckee's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Quantifying the Impact of Human Mobility on Malaria (2012) (849)
- Mortality in Puerto Rico after Hurricane Maria (2018) (399)
- Digital Epidemiology (2012) (385)
- Impact of human mobility on the emergence of dengue epidemics in Pakistan (2015) (380)
- Aggregated mobility data could help fight COVID-19 (2020) (331)
- Wrong but Useful - What Covid-19 Epidemiologic Models Can and Cannot Tell Us. (2020) (318)
- A systematic review of mathematical models of mosquito-borne pathogen transmission: 1970–2010 (2013) (317)
- Sequence of Plasmodium falciparum chromosomes 1, 3–9 and 13 (2002) (267)
- Comparing nonpharmaceutical interventions for containing emerging epidemics (2017) (219)
- The use of mobile phone data to inform analysis of COVID-19 pandemic epidemiology (2020) (216)
- The impact of biases in mobile phone ownership on estimates of human mobility (2013) (192)
- Malaria eradication within a generation: ambitious, achievable, and necessary (2019) (191)
- Heterogeneous Mobile Phone Ownership and Usage Patterns in Kenya (2012) (190)
- A Plasmodium falciparum histone deacetylase regulates antigenic variation and gametocyte conversion. (2014) (177)
- Commentary: Containing the Ebola Outbreak - the Potential and Challenge of Mobile Network Data (2014) (176)
- Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile (2021) (173)
- Rapid and Near Real-Time Assessments of Population Displacement Using Mobile Phone Data Following Disasters: The 2015 Nepal Earthquake (2016) (158)
- Individual quarantine versus active monitoring of contacts for the mitigation of COVID-19: a modelling study (2020) (154)
- Recasting the theory of mosquito-borne pathogen transmission dynamics and control (2014) (140)
- Connecting Mobility to Infectious Diseases: The Promise and Limits of Mobile Phone Data. (2016) (134)
- Human movement data for malaria control and elimination strategic planning (2012) (130)
- Role of selection in the emergence of lineages and the evolution of virulence in Neisseria meningitidis (2008) (124)
- Mobile phones and malaria: modeling human and parasite travel. (2013) (122)
- Quantifying seasonal population fluxes driving rubella transmission dynamics using mobile phone data (2015) (117)
- Antigenic Variation in Plasmodium falciparum Malaria Involves a Highly Structured Switching Pattern (2011) (115)
- Quantifying travel behavior for infectious disease research: a comparison of data from surveys and mobile phones (2014) (113)
- Wolbachia infections in natural Anopheles populations affect egg laying and negatively correlate with Plasmodium development (2016) (112)
- Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission Dynamics Should Inform Policy (2020) (112)
- Population mobility reductions associated with travel restrictions during the Ebola epidemic in Sierra Leone: use of mobile phone data (2018) (111)
- Contrasting Population Structures of the Genes Encoding Ten Leading Vaccine-Candidate Antigens of the Human Malaria Parasite, Plasmodium falciparum (2009) (105)
- A sticky situation: the unexpected stability of malaria elimination (2013) (101)
- Reductions in commuting mobility correlate with geographic differences in SARS-CoV-2 prevalence in New York City (2020) (97)
- Identifying climate drivers of infectious disease dynamics: recent advances and challenges ahead (2017) (96)
- Expansion of host cellular niche can drive adaptation of a zoonotic malaria parasite to humans (2013) (95)
- Plasmodium falciparum antigenic variation. Mapping mosaic var gene sequences onto a network of shared, highly polymorphic sequence blocks (2008) (95)
- Multilocus haplotypes reveal variable levels of diversity and population structure of Plasmodium falciparum in Papua New Guinea, a region of intense perennial transmission (2010) (88)
- Targeting Human Transmission Biology for Malaria Elimination (2015) (88)
- Exposing Anopheles mosquitoes to antimalarials blocks Plasmodium parasite transmission (2019) (82)
- Evaluating Spatial Interaction Models for Regional Mobility in Sub-Saharan Africa (2015) (78)
- A Network Approach to Analyzing Highly Recombinant Malaria Parasite Genes (2013) (77)
- Using predicted imports of 2019-nCoV cases to determine locations that may not be identifying all imported cases (2020) (76)
- Estimating SARS-CoV-2 seroprevalence and epidemiological parameters with uncertainty from serological surveys (2020) (76)
- Resistance to Plasmodium falciparum in sickle cell trait erythrocytes is driven by oxygen-dependent growth inhibition (2018) (75)
- Measuring mobility to monitor travel and physical distancing interventions: a common framework for mobile phone data analysis (2020) (73)
- The effects of host contact network structure on pathogen diversity and strain structure. (2004) (71)
- Quantifying connectivity between local Plasmodium falciparum malaria parasite populations using identity by descent (2017) (71)
- THE REAL McCOIL: A method for the concurrent estimation of the complexity of infection and SNP allele frequency for malaria parasites (2017) (71)
- Multinational patterns of seasonal asymmetry in human movement influence infectious disease dynamics (2017) (71)
- The Use of Census Migration Data to Approximate Human Movement Patterns across Temporal Scales (2013) (69)
- An approach to classifying sequence tags sampled from Plasmodium falciparum var genes (2007) (67)
- Every Body Counts: Measuring Mortality From the COVID-19 Pandemic (2020) (61)
- Epigenetic dysregulation of virulence gene expression in severe Plasmodium falciparum malaria. (2012) (58)
- Mapping malaria by combining parasite genomic and epidemiologic data (2018) (56)
- Resolving the cause of recurrent Plasmodium vivax malaria probabilistically (2019) (55)
- Disrupting Mosquito Reproduction and Parasite Development for Malaria Control (2016) (54)
- Mapping imported malaria in Bangladesh using parasite genetic and human mobility data (2019) (54)
- U.S. county-level characteristics to inform equitable COVID-19 response (2020) (54)
- Evidence for widespread cryptic sexual generations in apparently purely asexual Andricus gallwasps (2007) (50)
- Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile (2021) (50)
- Improving epidemic surveillance and response: big data is dead, long live big data (2020) (48)
- The Use and Misuse of Mathematical Modeling for Infectious Disease Policymaking: Lessons for the COVID-19 Pandemic (2021) (47)
- Thinking clearly about social aspects of infectious disease transmission (2021) (44)
- Comparative Impact of Individual Quarantine vs. Active Monitoring of Contacts for the Mitigation of COVID-19: a modelling study (2020) (43)
- Estimation of Transmission of COVID-19 in Simulated Nursing Homes With Frequent Testing and Immunity-Based Staffing (2021) (42)
- Ape parasite origins of human malaria virulence genes (2015) (40)
- US-county level variation in intersecting individual, household and community characteristics relevant to COVID-19 and planning an equitable response: a cross-sectional analysis (2020) (39)
- Vaccination Drives Changes in Metabolic and Virulence Profiles of Streptococcus pneumoniae (2015) (39)
- Dissecting the determinants of malaria chronicity: why within-host models struggle to reproduce infection dynamics (2015) (38)
- Persistence of Plasmodium falciparum parasitemia after artemisinin combination therapy: evidence from a randomized trial in Uganda (2016) (38)
- Identifying Locations with Possible Undetected Imported Severe Acute Respiratory Syndrome Coronavirus 2 Cases by Using Importation Predictions (2020) (37)
- Estimating Relatedness Between Malaria Parasites (2019) (35)
- Lockdowns result in changes in human mobility which may impact the epidemiologic dynamics of SARS-CoV-2 (2021) (34)
- Genetic surveillance in the Greater Mekong subregion and South Asia to support malaria control and elimination (2020) (34)
- Long-term evolution of antigen repertoires among carried meningococci (2010) (31)
- The Effect of Immune Selection on the Structure of the Meningococcal Opa Protein Repertoire (2008) (30)
- Evolution of the Multi-Domain Structures of Virulence Genes in the Human Malaria Parasite, Plasmodium falciparum (2012) (29)
- Role of stochastic processes in maintaining discrete strain structure in antigenically diverse pathogen populations (2011) (29)
- Low-level malaria infections detected by a sensitive polymerase chain reaction assay and use of this technique in the evaluation of malaria vaccines in an endemic area. (2007) (28)
- Estimating sources and sinks of malaria parasites in Madagascar (2018) (28)
- Variation in human mobility and its impact on the risk of future COVID-19 outbreaks in Taiwan (2020) (28)
- Pathogen selection drives nonoverlapping associations between HLA loci (2013) (28)
- Inferring malaria parasite population structure from serological networks (2008) (28)
- Plasmodium falciparum var Gene Expression Homogeneity as a Marker of the Host-Parasite Relationship under Different Levels of Naturally Acquired Immunity to Malaria (2013) (27)
- Host community structure and the maintenance of pathogen diversity (2007) (25)
- Variation in human mobility and its impact on the risk of future COVID-19 outbreaks in Taiwan (2021) (24)
- Quantifying the Impact of Accessibility on Preventive Healthcare in Sub-Saharan Africa Using Mobile Phone Data (2015) (24)
- Modeling the Comparative Impact of Individual Quarantine vs. Active Monitoring of Contacts for the Mitigation of COVID-19 (2020) (23)
- Multiple blood feeding in mosquitoes shortens the Plasmodium falciparum incubation period and increases malaria transmission potential. (2020) (23)
- Incorporating human mobility data improves forecasts of Dengue fever in Thailand (2020) (23)
- Estimating internationally imported cases during the early COVID-19 pandemic (2020) (21)
- Modeling the impact of human mobility and travel restrictions on the potential spread of SARS-CoV-2 in Taiwan (2020) (20)
- Models of immune selection for multi-locus antigenic diversity of pathogens (2018) (20)
- Longitudinal analysis of naturally acquired PfEMP1 CIDR domain variant antibodies identifies associations with malaria protection. (2020) (19)
- Seasonal Population Movements and the Surveillance and Control of Infectious Diseases. (2017) (19)
- Risk factors and short-term projections for serotype-1 poliomyelitis incidence in Pakistan: A spatiotemporal analysis (2017) (19)
- Recent advances in the molecular epidemiology of clinical malaria (2018) (18)
- Mortality in Puerto Rico after Hurricane Maria. (2018) (18)
- Quantifying the dynamics of migration after Hurricane Maria in Puerto Rico (2020) (17)
- Prolonging herd immunity to cholera via vaccination: Accounting for human mobility and waning vaccine effects (2018) (17)
- Incubation periods impact the spatial predictability of cholera and Ebola outbreaks in Sierra Leone (2020) (16)
- Modelling challenges in context: lessons from malaria, HIV, and tuberculosis. (2015) (15)
- Antibodies to type II and XI collagens: evidence for the formation of antigen specific as well as cross reacting antibodies in patients with rheumatoid arthritis. (1988) (15)
- Opa Protein Repertoires of Disease-Causing and Carried Meningococci (2008) (15)
- Estimating internationally imported cases during the early COVID-19 pandemic (2021) (15)
- Introduction of rubella-containing-vaccine to Madagascar: implications for roll-out and local elimination (2016) (15)
- Mathematical Models for a New Era of Malaria Eradication (2008) (15)
- Megacities as drivers of national outbreaks: The 2017 chikungunya outbreak in Dhaka, Bangladesh. (2021) (14)
- Frequent testing and immunity-based staffing will help mitigate outbreaks in nursing home settings (2020) (14)
- Rapid Forecasting of Cholera Risk in Mozambique: Translational Challenges and Opportunities (2019) (14)
- Measles outbreak risk in Pakistan: exploring the potential of combining vaccination coverage and incidence data with novel data-streams to strengthen control (2018) (14)
- Evaluating the reliability of mobility metrics from aggregated mobile phone data as proxies for SARS-CoV-2 transmission in the USA: a population-based study (2021) (13)
- Estimating the number of undetected COVID-19 cases exported internationally from all of China (2020) (13)
- Productive disruption: opportunities and challenges for innovation in infectious disease surveillance (2018) (13)
- Sociodemographic characteristics of missing data in digital phenotyping (2021) (13)
- A Network Approach to Understanding Pathogen Population Structure (2010) (13)
- The effects of a partitioned var gene repertoire of Plasmodium falciparum on antigenic diversity and the acquisition of clinical immunity (2008) (12)
- The emergence and maintenance of sickle cell hotspots in the Mediterranean (2012) (12)
- Measuring the Association between Artemisinin-Based Case Management and Malaria Incidence in Southern Vietnam, 1991–2010 (2015) (11)
- Genomics, social media and mobile phone data enable mapping of SARS-CoV-2 lineages to inform health policy in Bangladesh (2021) (11)
- Diversity of antibodies to type II collagen in patients with rheumatoid arthritis: detection by binding to alpha-chains and to cyanogen bromide peptides. (1990) (11)
- Design and implementation of multiplexed amplicon sequencing panels to serve genomic epidemiology of infectious disease: A malaria case study (2021) (11)
- Immune Characterization of Plasmodium falciparum Parasites with a Shared Genetic Signature in a Region of Decreasing Transmission (2014) (11)
- Variation in infection length and superinfection enhance selection efficiency in the human malaria parasite (2016) (11)
- Individual model forecasts can be misleading, but together they are useful (2020) (10)
- Genomic and mobility data reveal mass population movement as a driver of SARS-CoV-2 dissemination and diversity in Bangladesh (2021) (10)
- Identity-by-descent with uncertainty characterises connectivity of Plasmodium falciparum populations on the Colombian-Pacific coast (2020) (9)
- Multinational patterns of seasonal asymmetry in human movement influence infectious disease dynamics (2017) (9)
- Megacities as drivers of national outbreaks: the role of holiday travel in the spread of infectious diseases (2019) (9)
- Quantifying the success of measles vaccination campaigns in the Rohingya refugee camps (2019) (9)
- Reconstructing unseen transmission events to infer dengue dynamics from viral sequences (2020) (9)
- Multiple blood feeding in mosquitoes shortens the Plasmodium falciparum incubation period and increases malaria transmission potential (2020) (8)
- Nonannual seasonality of influenza‐like illness in a tropical urban setting (2018) (8)
- Modeling the human infectious reservoir for malaria control: does heterogeneity matter? (2013) (8)
- Contrasting within- and between-host immune selection shapes Neisseria Opa repertoires (2014) (8)
- The impact of mobility network properties on predicted epidemic dynamics in Dhaka and Bangkok (2021) (7)
- Modelling malaria population structure and its implications for control. (2010) (6)
- Mapping the travel patterns of people with malaria in Bangladesh (2020) (6)
- Mobile phone data for public health: towards data-sharing solutions that protect individual privacy and national security (2016) (6)
- Plasmodium falciparum population genetic complexity influences transcriptional profile and immune recognition of highly related genotypic clusters (2020) (5)
- COVID-19 Futures: A Framework for Exploring Medium and Long-Term Impacts (2020) (5)
- Decomposition of the US black/white inequality in premature mortality, 2010–2015: an observational study (2019) (5)
- Characterizing human mobility patterns in rural settings of sub-Saharan Africa (2021) (5)
- Mobile phone data analysis guidelines: applications to monitoring physical distancing and modeling COVID-19 (2020) (5)
- Participatory syndromic surveillance as a tool for tracking COVID-19 in Bangladesh (2020) (5)
- The Microbiome of Size-Fractionated Airborne Particles from the Sahara Region. (2021) (4)
- Genome-wide association studies in Plasmodium species (2010) (4)
- Estimating the probable cause of recurrence in Plasmodium vivax malaria: relapse, reinfection or recrudescence? (2018) (4)
- Data in Crisis - Rethinking Disaster Preparedness in the United States. (2021) (4)
- All-cause excess mortality in the State of Gujarat, India, during the COVID-19 pandemic (March 2020-April 2021) (2021) (4)
- A cautionary note on the use of unsupervised machine learning algorithms to characterise malaria parasite population structure from genetic distance matrices (2020) (4)
- Protect privacy of mobile data (2014) (3)
- Correction to: Mapping malaria by combining parasite genomic and epidemiologic data (2018) (3)
- Identity-by-descent relatedness estimates with uncertainty characterise departure from isolation-by-distance between Plasmodium falciparum populations on the Colombian-Pacific coast (2020) (3)
- Tube Well Use as Protection Against Rotavirus Infection During the Monsoons in an Urban Setting (2019) (3)
- The geography of malaria elimination in Bangladesh: combining data layers to estimate the spatial spread of parasites (2018) (3)
- Distinguishing gene flow between malaria parasite populations (2021) (3)
- Lockdown related travel behavior undermines thecontainment of SARS-CoV-2 (2020) (3)
- Low parasite connectivity among three malaria hotspots in Thailand (2021) (3)
- Non-annual seasonality of influenza-like illness in a tropical urban setting (2017) (3)
- The relationship between human mobility measures and SAR-Cov-2 transmission varies by epidemic phase and urbanicity: results from the United States (2021) (3)
- Mortality in Puerto Rico after Hurricane (2018) (3)
- Accounting for red blood cell accessibility reveals distinct invasion strategies in Plasmodium falciparum strains (2019) (2)
- Author response: Genetic surveillance in the Greater Mekong subregion and South Asia to support malaria control and elimination (2021) (2)
- The association between gold mining and malaria in Guyana: a statistical inference and time-series analysis (2021) (2)
- Human Trypanosoma cruzi chronic infection leads to individual level steady-state parasitemia: Implications for drug-trial optimization in Chagas disease (2022) (2)
- Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis (2022) (2)
- Measurably recombining malaria parasites (2022) (2)
- Predicting dengue incidence leveraging internet-based data sources. A case study in 20 cities in Brazil (2020) (2)
- Diversity of the immune response to bovine type II and XI collagens in rats. (1991) (2)
- Deconstructing the parasite multiplication rate of Plasmodium falciparum. (2021) (2)
- A nowcasting framework for correcting for reporting delays in malaria surveillance (2021) (2)
- Current estimates of malaria basic reproduction number underestimate parasite transmission efficiency due to multiple blood feeding (2020) (2)
- Pixelate to communicate: visualising uncertainty in maps of disease risk and other spatial continua (2020) (1)
- Spatiotemporal epidemiology of malaria in Madagascar between 2006 and 2015 (2016) (1)
- Connecting the dots: understanding how human mobility shapes TB epidemics. (2022) (1)
- Contact surveys reveal heterogeneities in age-group contributions to SARS-CoV-2 dynamics in the United States (2021) (1)
- Risk-factors and short-term projections for serotype-1 poliomyelitis incidence in Pakistan: a spatio-temporal analysis (2017) (1)
- Quantifying the Dynamics of Migration after a Disaster: Impact of Hurricane Maria in Puerto Rico (2020) (1)
- Explorer Genome-wide association studies in Plasmodium species (1)
- Longitudinal analysis of naturally acquired antibodies to PfEMP1 CIDR domain variants and their association with malaria protection (2020) (1)
- Rising Gold Prices Threaten the Feasibility of Malaria Elimination in Guyana (2021) (1)
- Declines in prevalence alter the optimal level of sexual investment for the malaria parasite Plasmodium falciparum (2022) (1)
- Altered drug susceptibility during host adaptation of a Plasmodium falciparum strain in a non-human primate model (2016) (1)
- Human movement data for malaria control and elimination strategic planning (2012) (1)
- West Africa human mobility models (2014) (1)
- TRAVEL PATTERNS OF PATIENTS WITH MALARIA IN THE GREATER MEKONG SUBREGION AND NEIGHBORING COUNTRIES IN SOUTH ASIA (2018) (1)
- Adjusting for reporting lags in remote regions to improve malaria surveillance: Guyana as a case study (2020) (1)
- Making data for good better (2022) (1)
- Recasting the Theory of Mosquito ‐ 1 Borne Pathogen Transmission Dynamics 2 and Control 3 (2015) (0)
- Maximum likelihood estimate of the fraction susceptible fMLE (y-axis) and λMLE (x-axis) for six lab strains, stratified by age of red blood cell fraction. (2020) (0)
- Comparison of Poisson and zero-inflated Poisson model fits. (2020) (0)
- Supplementary material from "Identifying climate drivers of infectious disease dynamics: recent advances, and challenges ahead" (2017) (0)
- Digital Epidemiology The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters (2012) (0)
- Incubation periods impact the spatial predictability of outbreaks: analysis of cholera and Ebola outbreaks in Sierra Leone (2019) (0)
- Recruitment location influences bias and uncertainty in SARS-CoV-2 seroprevalence estimates (2021) (0)
- OP-IJEJ180096 1562..1570 (2018) (0)
- GPS-estimated foot traffic data and venue selection for COVID-19 serosurveillance studies (2021) (0)
- Genomic framework for malaria parasites: challenging but necessary. (2023) (0)
- Geographically skewed recruitment and COVID-19 seroprevalence estimates: a cross-sectional serosurveillance study and mathematical modelling analysis (2023) (0)
- CONCURRENTLY ESTIMATING THE COMPLEXITY OF INFECTION AND SNP ALLELE FREQUENCY FOR MALARIA PARASITES (2017) (0)
- Distinct var gene subsets associated with low host age and disease severity in Kenya. (2008) (0)
- Epidemiology of malaria in Madagascar : spatio-temporal distribution of complicated and uncomplicated malaria (2016) (0)
- Author response: Characterizing human mobility patterns in rural settings of sub-Saharan Africa (2021) (0)
- QUANTIFYING POPULATION STRUCTURE OF MALARIA PARASITES USING EPIDEMIOLOGICAL AND GENOMIC DATA (2018) (0)
- Containing Emerging Epidemics: a Quantitative Comparison of Quarantine and Symptom Monitoring (2016) (0)
- CrisisReady's Novel Framework for Transdisciplinary Translation: Case-studies in Wildfire and Hurricane Response (2022) (0)
- Effects of Immune Selection on Population Structure of Bacteria (2008) (0)
- Relative post-invasion parasitemia versus strains. (2020) (0)
- POTENTIAL FOR CELLPHONES TO ACCELERATE MALARIA ELIMINATION IN THE GREATER MEKONG SUBREGION, NE INDIA AND BANGLADESH (2018) (0)
- Invasion strategies of field strains. (2020) (0)
- A standardised differential privacy framework for epidemiological modelling with mobile phone data (2023) (0)
- Flexible embedding of networks (2016) (0)
- MALARIA PARASITE POPULATION STRUCTURE AND HUMAN MOBILITY IN NORTHWEST THAILAND (2017) (0)
- Evaluating SARS-CoV-2 infection under tenofovir-based antiviral prophylaxis: a multi-scale modeling analysis upon experimental data (2021) (0)
- Additional modeling details. (2020) (0)
- Models of immune selection for multi-locus antigenic diversity of pathogens (2018) (0)
- Comments and Discussion (2021) (0)
- Estimating sources and sinks of malaria parasites in Madagascar (2018) (0)
- Accounting for heterogeneity in wild adult samples to measure insecticide resistance in Anopheles malaria vectors (2021) (0)
- Distribution of multiplicity used to estimate invasion profile of the Dd2Nm strain. (2020) (0)
- All-cause excess mortality across 90 municipalities in Gujarat, India, during the COVID-19 pandemic (March 2020-April 2021) (2022) (0)
- Expression of glycoprotein gene of Rabies virus and evaluation of recombinant protein for seromonitoring of vaccinal antibodies in dogs (2016) (0)
- Exposing Anopheles mosquitoes to antimalarials blocks Plasmodium parasite transmission (2019) (0)
- Incorporating human mobility data improves forecasts of Dengue fever in Thailand (2021) (0)
- Tubewell use protects against rotavirus infection during the monsoons in an urban setting (2019) (0)
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What Schools Are Affiliated With Caroline Buckee?
Caroline Buckee is affiliated with the following schools:
