Search Results for author: Simon Colreavy-Donnelly

Found 3 papers, 2 papers with code

Direct deduction of chemical class from NMR spectra

1 code implementation6 Nov 2022 Stefan Kuhn, Carlos Cobas, Agustin Barba, Simon Colreavy-Donnelly, Fabio Caraffini, Ricardo Moreira Borges

This paper presents a proof-of-concept method for classifying chemical compounds directly from NMR data without doing structure elucidation.

Clustering Image Registration

Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images

no code implementations19 Aug 2020 Saul Calderon-Ramirez, Shengxiang-Yang, Armaghan Moemeni, David Elizondo, Simon Colreavy-Donnelly, Luis Fernando Chavarria-Estrada, Miguel A. Molina-Cabello

In this work we evaluate the performance of the semi-supervised deep learning architecture known as MixMatch using a very limited number of labelled observations and highly imbalanced labelled dataset.

Image Classification Pseudo Label

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