Search Results - "Saraswat, Manu"
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Evidence for transmission of COVID-19 prior to symptom onset
Published in eLife (22-06-2020)“…We collated contact tracing data from COVID-19 clusters in Singapore and Tianjin, China and estimated the extent of pre-symptomatic transmission by estimating…”
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Biologically relevant transfer learning improves transcription factor binding prediction
Published in Genome Biology (27-09-2021)“…Deep learning has proven to be a powerful technique for transcription factor (TF) binding prediction but requires large training datasets. Transfer learning…”
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ExplaiNN: interpretable and transparent neural networks for genomics
Published in Genome Biology (27-06-2023)“…Deep learning models such as convolutional neural networks (CNNs) excel in genomic tasks but lack interpretability. We introduce ExplaiNN, which combines the…”
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Changes in health service use due to alcohol during the COVID-19 pandemic among individuals with and individuals without pre-existing alcohol-related medical diagnoses
Published in Canadian journal of public health (01-04-2023)“…Objective To compare changes in outpatient and acute care visits due to alcohol during the COVID-19 pandemic between individuals with and those without a…”
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Functional, impulse-based quantification of plantar pressure patterns in typical adult gait
Published in Gait & posture (01-01-2019)“…•Dynamic pedobarography can be used to measure plantar pressure patterns in gait.•Current analyses lack functional, impulse-based measures and normative…”
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MYT1L haploinsufficiency in human neurons and mice causes autism-associated phenotypes that can be reversed by genetic and pharmacologic intervention
Published in Molecular psychiatry (01-05-2023)“…MYT1L is an autism spectrum disorder (ASD)-associated transcription factor that is expressed in virtually all neurons throughout life. How MYT1L mutations…”
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Queer In AI: A Case Study in Community-Led Participatory AI
Published 08-06-2023“…2023 ACM Conference on Fairness, Accountability, and Transparency We present Queer in AI as a case study for community-led participatory design in AI. We…”
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