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2020 – today
- 2024
[i3]Aleix Lafita, Ferran Gonzalez, Mahmoud Hossam, Paul Smyth, Jacob Deasy, Ari Allyn-Feuer, Daniel Seaton, Stephen Young:
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction. CoRR abs/2405.06729 (2024)- 2022
- [j2]Stephen Price
, Stéphane Tombeur, Alexander Hudson, Nanda Kumar Sathiyamoorthy, Paul Smyth, Anjana Singh, Mara Peccianti, Elisa Baroncelli, Ahmed Essaghir, Ilaria Ferlenghi, Sanjay Kumar Phogat, Gurpreet Singh:
TMQuery: a database of precomputed template modeling scores for assessment of protein structural similarity. Bioinform. 38(7): 2062-2063 (2022) - [j1]Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee:
Deep learning to detect bacterial colonies for the production of vaccines. Neurocomputing 470: 427-431 (2022) - 2021
- [i2]Tanguy Naets, Maarten Huijsmans, Paul Smyth, Laurent Sorber, Gaël de Lannoy:
A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development. CoRR abs/2103.05337 (2021) - 2020
- [c5]Gaël de Lannoy, Thibault Helleputte, Paul Smyth:
Machine learning in the biopharma industry. ESANN 2020: 533-540 - [c4]Paul Smyth, John A. Lee, Gaël de Lannoy, Thomas Beznik:
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. ESANN 2020: 541-546 - [c3]Paul Smyth, Tanguy Naets, Gaël de Lannoy, Laurent Sorber:
An agile machine learning project in pharma - developing a Mask R-CNN-based web application for bacterial colony counting. ESANN 2020: 553-558 - [i1]Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee:
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. CoRR abs/2009.00926 (2020)
2010 – 2019
- 2019
- [c2]Paul Smyth, Gaël de Lannoy, Moritz von Stosch, Alexander Pysik, Amin Khan:
Machine learning in research and development of new vaccines products: opportunities and challenges. ESANN 2019 - 2015
- [c1]Florian Schweiger, Graham A. Thomas, Alia Sheikh, Wolfgang Paier, Markus Kettern, Peter Eisert, Jean-Sébastien Franco, Marco Volino, Peng Huang, John P. Collomosse, Adrian Hilton, Vincent Jantet, Paul Smyth:
RE@CT: A new production pipeline for interactive 3D content. ICME Workshops 2015: 1-4
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