Image-based cell profiling is a powerful tool that compares perturbed cell populations by measuring thousands of single-cell features and summarizing them into profiles.Typically a sample is represented by averaging across cells, but this fails to capture the heterogeneity within cell populations.We introduce CytoSummaryNet: a Deep Sets-based appro
A 28-year-old female with a history of contact lens wear presented with a 1 week history of pain and photophobia in her left eye.In vivo confocal microscopy (IVCM) and corneal scrape confirmed the diagnosis of Acanthamoeba keratitis (AK) which was treated with intensive topical propamidine isethionate (0.1%) and chlorhexidine (0.02%) with tapering
Geotagging, the process of tagging of documents with geographical information, is an important issue in geographical information retrieval systems.In this paper, we propose a novel approach for geotagging of textual web documents.Existing techniques disambiguate place names occurring in a document individually first and then find its focus.As oppos
HIV-associated neurocognitive disorders (HANDs) are common, often go undetected, and can impact treatment outcomes.There is limited evidence on how to perform routine cognitive screening in HIV clinical settings.To address this, 44 HIV-positive males were recruited from a Veteran Affairs Infectious Disease clinic and completed the Montreal Cognitiv
Distributed Generation (DG) integration into an existing electrical distribution system plays a great role in combating power system profile problems associated with load growth, overloading, lowquality of supply and non-reliability.Hence, there is a need to improve the technical benefits of DG integration by optimal sitting and sizing in a Home De