Learning from the global response to COVID‐19 to accelerate innovation in mental health trials
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DOI: 10.1002/wps.20918
Abstract: World Psychiatry 20:3 October 2021 concussions, airborne allergen and pollutant exposure, as well as psychosocial stressors. Future research goals are to examine how to best monitor, prevent and treat psychiatric, behavioral and cognitive consequences of… read more here.
Keywords: response; learning global; covid; global response ... See more keywords
Information-theoretic regularization for learning global features by sequential VAE
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DOI: 10.1007/s10994-021-06032-4
Abstract: Sequential variational autoencoders (VAEs) with a global latent variable z have been studied for disentangling the global features of data, which is useful for several downstream tasks. To further assist the sequential VAEs in obtaining… read more here.
Keywords: information; sequential vaes; global features; information theoretic ... See more keywords
Learning from a global pandemic
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DOI: 10.1136/oemed-2020-106801
Abstract: Taking on the job of Editor in Chief of Occupational and Environmental Medicine is a challenge, especially during a pandemic with enormous societal as well as environmental and occupational consequences. While we cannot fully anticipate… read more here.
Keywords: medicine; research; occupational environmental; learning global ... See more keywords