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Tumor Profiling from Pathology Images using Deep Learning
(2021-11-23)
Pathologists diagnose tumor biopsies under the microscope, navigating different levels of magnification to survey cellular composition, local glands, and global tissue landscapes across a slide. Recently, digital whole ...
Predictive Maintenance in the Internet of Things: Survival Analysis and Deep Learning on Time Series Data from a Large Scale Wireless Sensor Network
(2021-05-24)
A major challenge in deploying battery powered sensors for the Internet of Things (IoT) involves making accurate predictions for when the batteries in the sensors will reach the end of their life. Maintenance of large ...
Predicting the Unpredictable: Comparing Statistical Forecasting and Deep Learning Models for Forecasting Emergency Department Arrivals
(2021-05-24)
The hospital emergency department must be continuously staffed and ready to care for patients. Staffing and demand could be more easily matched if hospitals were able to better predict surges in emergency department visits. ...
Disease2Vec: a method of determining disease from gut microbiome using neural embeddings
(2021-07-22)
Neural networks in the use of word representation has yielded useful
and efficient representations of complex natural language problems, proving
to be capable of disambiguating the semantic and syntactic relationships ...