Identifying robust markers of Parkinson's disease in typing behaviour using a CNN-LSTM network

no code implementations • CONLL 2020 • Neil Dhir, Mathias Edman, {\'A}lvaro Sanchez Ferro, Tom Stafford, Colin Bannard

There is urgent need for non-intrusive tests that can detect early signs of Parkinson{'}s disease (PD), a debilitating neurodegenerative disorder that affects motor control.

Boltzmann Exploration Expectation-Maximisation

1 code implementation • 18 Dec 2019 • Mathias Edman, Neil Dhir

While effective, the success of any monotone algorithm is crucially dependant on good parameter initialisation, where a common choice is $K$-means initialisation, commonly employed for Gaussian mixture models.

Boltzmann Exploration Expectation–Maximisation

1 code implementation • arXiv 2019 • Mathias Edman, Neil Dhir

While effective, the success of any monotone algorithm is crucially dependant on good parameter initialisation, where a common choice is K-means initialisation, commonly employed for Gaussian mixture models.

Iris Segmentation