output
20142026
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

8 papers

stat.ME2026

Optimizing Complex Health Intervention Packages through the Learn-As-you-GO (LAGO) Design

Donna Spiegelman, Dong Roman Xu, Ante Bing +11

In the face of vast numbers of preventable deaths worldwide and gaping disparities in their distribution, we cannot afford to conduct null and inconclusive effectiveness and implem…

cs.HC2025★ 2 cited

GeoDEN: A Visual Exploration Tool for Analysing the Geographic Spread of Dengue Serotypes

Aidan Marler, Yannik Roell, Steffen Knoblauch +3

Static maps and animations remain popular in spatial epidemiology of dengue, limiting the analytical depth and scope of visualisations. Over half of the global population live in d…

eess.IV2024★ 9 cited

Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge

Dominic LaBella, Ujjwal Baid, Omaditya Khanna +119

We describe the design and results from the BraTS 2023 Intracranial Meningioma Segmentation Challenge. The BraTS Meningioma Challenge differed from prior BraTS Glioma challenges in…

cs.HC2024★ 5 cited

HIV Client Perspectives on Digital Health in Malawi

Lisa Orii, Caryl Feldacker, Jacqueline Madalitso Huwa +6

eHealth has strong potential to advance HIV care in low- and middle-income countries. Given the sensitivity of HIV-related information and the risks associated with unintended HIV…

cs.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

stat.ME2021★ 4 cited

An empirical Bayes approach to estimating dynamic models of co-regulated gene expression

Sara Venkatraman, Sumanta Basu, Andrew G. Clark +3

Time-course gene expression datasets provide insight into the dynamics of complex biological processes, such as immune response and organ development. It is of interest to identify…

q-bio.PE2015★ 121 cited

A Global Map of Suitability for Coastal Vibrio cholerae Under Current and Future Climate Conditions

Luis E. Escobar, Sadie J. Ryan, Anna M. Stewart-Ibarra +4

Vibrio cholerae is a globally distributed water-borne pathogen that causes severe diarrheal disease and mortality, with current outbreaks as part of the seventh pandemic. Further u…

q-bio.PE2014★ 137 cited

Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010

Anna M. Stewart Ibarra, Angel G. Munoz, Sadie J. Ryan +7

The objective of this study was to characterize the spatiotemporal dynamics and climatic and social-ecological risk factors associated with the largest dengue epidemic to date in M…