Retinal image analytics detects white matter hyperintensities in healthy adults
Sign Up to like & getrecommendations! Published in 2019 at "Annals of Clinical and Translational Neurology"
DOI: 10.1002/acn3.688
Abstract: We investigated whether an automatic retinal image analysis (ARIA) incorporating machine learning approach can identify asymptomatic older adults harboring high burden of white matter hyperintensities (WMH) using MRI as gold standard. read more here.
Keywords: retinal image; image analytics; matter hyperintensities; white matter ... See more keywords
Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2020.3046452
Abstract: Real-time in situ image analytics impose stringent latency requirements on intelligent neural network inference operations. While conventional software-based implementations on the graphic processing unit (GPU)-accelerated platforms are flexible and have achieved very high inference throughput,… read more here.
Keywords: neural network; image analytics; image; latency ... See more keywords