Search Results for author: Danny Crookes

Found 7 papers, 0 papers with code

Multi-Channel Auto-Encoders and a Novel Dataset for Learning Domain Invariant Representations of Histopathology Images

no code implementations15 Jul 2021 Andrew Moyes, Richard Gault, Kun Zhang, Ji Ming, Danny Crookes, Jing Wang

Experimental results show that the MCAE model produces feature representations that are less sensitive to inter-domain variations than the comparative StaNoSA method when tested on the novel synthetic data.

Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

no code implementations16 May 2021 Richard Jiang, Paul Chazot, Danny Crookes, Ahmed Bouridane, M Emre Celebi

Facial phenotyping has recently been successfully exploited for medical diagnosis as a novel way to diagnose a range of diseases, where facial biometrics has been revealed to have rich links to underlying genetic or medical causes.

Medical Diagnosis Privacy Preserving

Towards advancing the earthquake forecasting by machine learning of satellite data

no code implementations31 Jan 2021 Pan Xiong, Lei Tong, Kun Zhang, Xuhui Shen, Roberto Battiston, Dimitar Ouzounov, Roberto Iuppa, Danny Crookes, Cheng Long, Huiyu Zhou

Amongst the available technologies for earthquake research, remote sensing has been commonly used due to its unique features such as fast imaging and wide image-acquisition range.

BIG-bench Machine Learning

Shallow Unorganized Neural Networks using Smart Neuron Model for Visual Perception

no code implementations21 Jul 2019 Richard Jiang, Danny Crookes

In this paper, we propose a new computational model, namely shallow unorganized neural networks (SUNNs), in contrast to ANNs/DNNs.

Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework

no code implementations27 Mar 2019 Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang

Behavioural phenotyping of Drosophila is an important means in biological and medical research to identify genetic, pathologic or psychologic impact on animal behaviour.

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