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Colin Mitchell

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Articles

Identifying high-risk patient clusters for falls using unsupervised machine learning on linked primary and secondary care electronic health record data

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By Rachael Lear, Rachel Tao, Catalina Carenzo, Ekin Yagis, Zhuoyu Li, Sharon O’Malley, Yusuf AbdulLahi, Ben Glampson, Colin Mitchell, Erik K. Mayer, Maria Tipper, Agnes Motsi
| Nature Verified
Abstract Falls risk is multifactorial, involving a combination of clinical and sociodemographic factors. Although guidelines acknowledge this complexity, most research has focused on individual risk factors, leaving the combined impact of comorbidities relatively understudied.
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RIP botsin.space

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By Colin Mitchell
| muffinlabs.com
There's no easy way to put it, so here goes -- after a lot of consideration, I've made the hard (frankly, painful) decision to shut down botsin.space. TLDR: here's the plan: Effective immediately I'm shutting down new account signups I will switch the site into read-only mode sometime not long after December 15th. I'll do everything I can to help people migrate their accounts elsewhere, and/or generate archives.
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Deep-ultraviolet Fourier ptychography (DUV-FP) for label-free biochemical imaging via feature-domain optimization

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By Colin Mitchell, Mohamed Mahmoud, Bioengineering Innovation, Artem Prokoshin
| American Institute of Physics
Topics Chemical imaging, Image sensors, Optical microscopy, Bioimaging, Medical diagnosis, Pathology Histological staining is an essential tool for visualizing cellular structures and studying biological processes. Traditional imaging methods heavily rely on exogenous labels and dyes, such as hematoxylin and eosin (H&E) staining and fluorescent dyes to provide contrast and specificity.1,2 While highly informative, these labeling techniques have several limitations.
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