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20202026
most citedMetrics reloaded: Recommendations for image analysis validation

469 citations · 864 across the 21 of their papers we have counts for

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6 papers · 1 filter

cs.LG2024★ 4 cited

Health AI Developer Foundations

Atilla P. Kiraly, Sebastien Baur, Kenneth Philbrick +23

Robust medical Machine Learning (ML) models have the potential to revolutionize healthcare by accelerating clinical research, improving workflows and outcomes, and producing novel…

cs.LG2024★ 3 cited

General Geospatial Inference with a Population Dynamics Foundation Model

Mohit Agarwal, Mimi Sun, Chaitanya Kamath +31

Supporting the health and well-being of dynamic populations around the world requires governmental agencies, organizations and researchers to understand and reason over complex rel…

cs.LG2024

Community search signatures as foundation features for human-centered geospatial modeling

Mimi Sun, Chaitanya Kamath, Mohit Agarwal +7

Aggregated relative search frequencies offer a unique composite signal reflecting people's habits, concerns, interests, intents, and general information needs, which are not found…

cs.LG2024★ 9 cited

HeAR -- Health Acoustic Representations

Sebastien Baur, Zaid Nabulsi, Wei-Hung Weng +15

Health acoustic sounds such as coughs and breaths are known to contain useful health signals with significant potential for monitoring health and disease, yet are underexplored in…

cs.LG2022

Enabling faster and more reliable sonographic assessment of gestational age through machine learning

Chace Lee, Angelica Willis, Christina Chen +8

Fetal ultrasounds are an essential part of prenatal care and can be used to estimate gestational age (GA). Accurate GA assessment is important for providing appropriate prenatal ca…

cs.LG2022★ 2 cited

AI system for fetal ultrasound in low-resource settings

Ryan G. Gomes, Bellington Vwalika, Chace Lee +26

Despite considerable progress in maternal healthcare, maternal and perinatal deaths remain high in low-to-middle income countries. Fetal ultrasound is an important component of ant…