5 citations · 11 across the 4 of their papers we have counts for
4 papers
Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach
Nathan A. Chi, Peter Washington, Aaron Kline +5
Autism spectrum disorder (ASD) is a neurodevelopmental disorder which results in altered behavior, social development, and communication patterns. In past years, autism prevalence…
Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures
Chloe He, Raksha Jain, Jérôme Chambost +2
We present the first deep learning model for the analysis of intracytoplasmic sperm injection (ICSI) procedures. Using a dataset of ICSI procedure videos, we train a deep neural ne…
Unsupervised Representations of Pollen in Bright-Field Microscopy
Chloe He, Gerard Glowacki, Alexis Gkantiragas
We present the first unsupervised deep learning method for pollen analysis using bright-field microscopy. Using a modest dataset of 650 images of pollen grains collected from honey…
Honey Authentication with Machine Learning Augmented Bright-Field Microscopy
Chloe He, Alexis Gkantiragas, Gerard Glowacki
Honey has been collected and used by humankind as both a food and medicine for thousands of years. However, in the modern economy, honey has become subject to mislabelling and adul…