Leaderboards/Data-Driven Disease Surveillance

Data-Driven Disease Surveillance

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Estee Y. Cramer
University of Massachusetts Amherst
2
Sungwook Lee
Inha University
3
Kiesha Prem
National University of Singapore
4
Valerie C. Bradley
University of Oxford
5
Rahul Subramanian
National Institutes of Health
6
Christophorus Beneditto Aditya Satrio
Binus University
7
Theresa Kuchler
New York University
8
Mariana Iuliana Georgescu
University of Bucharest
9
Momin M. Malik
Mayo Clinic in Florida
10
Anastasiia Safonova
Leibniz Centre for Agricultural Landscape Research

Rising Stars Papers

1
Optimal human papillomavirus vaccination strategies in the context of vaccine supply constraints in 100 countries
EClinicalMedicine|2024
10 cit.
2
Measuring effects of ivermectin-treated cattle on potential malaria vectors in Vietnam: A cluster-randomized trial
PLoS neglected tropical diseases|2024
4 cit.
3
Self-supervised learning outperforms supervised learning for crop classification by annotating only 5% of images
Precision Agriculture|2025
3 cit.
4
eSMART: A collaborative, competitive challenge to foster engineering education
Unknown Journal|2024
0 cit.
5
Deep Learning Improves Point Density in PS-InSAR Data Toward Finer-Scale Land Surface Displacement Detection
IEEE Access|2024
0 cit.
6
Population-based serosurveys for SARS-CoV-2 transmission 2021–2022, Massachusetts USA
Vaccine|2025
0 cit.
7
Deep learning for UAV thermal bird detection: Benchmarking YOLOv8–YOLOv26
Remote Sensing Applications Society and Environment|2026
0 cit.
8
Supplementary Data for "A decade of deep learning in remote sensing: A systematic review of reviews"
Zenodo (CERN European Organization for Nuclear Research)|2026
0 cit.
9
Supplementary Data for "A decade of deep learning in remote sensing: A systematic review of reviews"
Zenodo (CERN European Organization for Nuclear Research)|2026
0 cit.
10
A Decade of Deep Learning in Remote Sensing: A Systematic Review of Reviews
IEEE Access|2026
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Steve Astels
CDC Foundation
2
Gemma Buckland‐Merrett
Pfizer (United States)
3
Kathleen E. Fullerton
Centers for Disease Control and Prevention
4
Chengdong Xu
Institute of Geographic Sciences and Natural Resources Research
5
Kiara M. Rivera
Baldwin Wallace University
6
Jake Kruse
University of Wisconsin–Madison
7
San Choi
Korea University of Science and Technology
8
Seth Flaxman
University of Oxford
9
Andrew Schroeder
Direct Relief
10
Xiao Li
Zhongda Hospital Southeast University

Emerging Leaders Papers

1
Assessment of COVID-19 as the Underlying Cause of Death Among Children and Young People Aged 0 to 19 Years in the US
JAMA Network Open|2023
140 cit.
2
Long-term effects of climate factors on dengue fever over a 40-year period
BMC Public Health|2024
34 cit.
3
Using deep convolutional neural networks to forecast spatial patterns of Amazonian deforestation
Methods in Ecology and Evolution|2022
33 cit.
4
A new method for interpolation of missing air quality data at monitor stations
Environment International|2022
27 cit.
5
Distinct factors associated with short-term and long-term weight loss induced by low-fat or low-carbohydrate diet intervention
Cell Reports Medicine|2022
23 cit.
6
Geographical evolutionary pathway of global tuberculosis incidence trends
BMC Public Health|2023
20 cit.
7
Retrospective analysis of the efficacy of adjuvant cytokine‐induced killer cell immunotherapy combined with chemotherapy in colorectal cancer patients after surgery
Clinical & Translational Immunology|2022
14 cit.
8
PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation
Journal of The Royal Society Interface|2022
14 cit.
9
Making data for good better
PLOS Digital Health|2022
12 cit.
10
Spatial analysis and modelling of depression relative to social vulnerability index across the United States
Geospatial health|2022
12 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
John S. Brownstein
Boston Children's Hospital
2
Alessandro Vespignani
Northeastern University
3
Yutaka Matsuo
The University of Tokyo
4
Raimundo Real
Universidad de Málaga
5
Mark Dredze
Johns Hopkins University
6
Simon Cauchemez
Institut Pasteur
7
Kenneth D. Mandl
Boston Children's Hospital
8
Jure Leskovec
Stanford University
9
Günther Eysenbach
JMIR Publications
10
Eric Horvitz
Microsoft (United States)

Current Senior Leaders Papers

1
node2vec
Unknown Journal|2016
10.9k cit.
2
Epidemic Spreading in Scale-Free Networks
Physical Review Letters|2001
5.8k cit.
3
The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
Science|2020
4k cit.
4
Epidemic processes in complex networks
Reviews of Modern Physics|2015
3.7k cit.
5
Earthquake shakes Twitter users
Unknown Journal|2010
3.7k cit.
6
AUC: a misleading measure of the performance of predictive distribution models
Global Ecology and Biogeography|2007
3.5k cit.
7
Friendship and mobility
Unknown Journal|2011
2.9k cit.
8
{SNAP Datasets}: {Stanford} Large Network Dataset Collection
Unknown Journal|2014
2.8k cit.
9
The Law of Attrition
Journal of Medical Internet Research|2005
2.7k cit.
10
The Parable of Google Flu: Traps in Big Data Analysis
Science|2014
2.5k cit.

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