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Emily Muller

High-resolution spatiotemporal measurement of air and environmental noise pollution in Sub-Saharan African cities: Pathways to Equitable Health Cities Study protocol for Accra, Ghana
2020 · Sierra N Clark, Abosede S Alli, et al. · BMJ Open · 35
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Beyond here and now: Evaluating pollution estimation across space and time from street view images with deep learning
2023 · Ricky Nathvani, Vishwanath D., et al. · The Science of The Total Environment · 22
Phenotyping urban built and natural environments with high-resolution satellite images and unsupervised deep learning
2023 · A. Barbara Metzler, Ricky Nathvani, et al. · The Science of The Total Environment · 19
Changes in life expectancy and house prices in London from 2002 to 2019: hyper-resolution spatiotemporal analysis of death registration and real estate data
2023 · James E. Bennett, Theo Rashid, et al. · The Lancet Regional Health - Europe · 14
Characterisation of urban environment and activity across space and time using street images and deep learning in Accra
2022 · Ricky Nathvani, Sierra N. Clark, et al. · Scientific Reports · 13
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Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images
2023 · Esra Suel, Emily Muller, et al. · EPJ Data Science · 11
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Outcome prediction with serial neuron-specific enolase and machine learning in anoxic-ischaemic disorders of consciousness
2019 · Emily Muller, Jonathan P. Shock, et al. · Computers in Biology and Medicine · 7
Unsupervised deep clustering of high-resolution satellite imagery reveals phenotypes of urban development in Sub-Saharan Africa
2025 · A. Barbara Metzler, Ricky Nathvani, et al. · The Science of The Total Environment · 6
City-Wide Perceptions of Neighbourhood Quality using Street View Images
2022 · Muller, Emily, Gemmell, Emily, et al. · arXiv (Cornell University) · 4
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Synthesising Electronic Health Records: Cystic Fibrosis Patient Group
2022 · Muller, Emily, Zheng, Xu, et al. · arXiv (Cornell University) · 2
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Capturing urban activities and environment across time scales: Object detection and time-series analysis of 6.8 million images in Accra, Ghana
2026 · Vishwa Nath, Ricky Nathvani, et al. · Cities
Correction: Rita et al. Using Deep Learning and Google Street View Imagery to Assess and Improve Cyclist Safety in London. Sustainability 2023, 15, 10270
2025 · Luís Rita, Ricky Nathvani, et al. · Sustainability
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Characterization of urban built and natural environments with high-resolution satellite images and unsupervised deep learning
2022 · Antje Barbara Metzler, Ricky Nathvani, et al. · ISEE Conference Abstracts
Evaluation of the Synthetic Electronic Health Records
2022 · Emily Muller, Xu Zheng, et al.
Spatiotemporal characterization of urban activity and environment with imagery and deep learning
2021 · Ricky Nathvani, Sierra N. Clark, et al. · ISEE Conference Abstracts
Works count: 20
Citation count: 133
H-index: 7
I10-index: 6
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