Lukasz Roguski

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper.
Nat. Lang. Process. J.
Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
2023 J jnl
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey.
CoRR
Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic
2021 J jnl
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals.
CoRR
Kawsar Noor, Lukasz Roguski, Alex Handy, Roman Klapaukh, Amos Folarin, Luis Romao, Joshua Matteson, Nathan Lea, Leilei Zhu, Wai Keong Wong, Anoop D. Shah, Richard J. B. Dobson
2021 J jnl
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit.
Artif. Intell. Medicine
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
2021 — conf
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis.
SustaiNLP@EMNLP
Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic
2020 J jnl
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit.
CoRR
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
2020 J jnl
Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.
IEEE J. Biomed. Health Informatics
Hegler Correa Tissot, Anoop D. Shah, David Brealey, Steve K. Harris, Ruth Agbakoba, Amos Folarin, Luis Romao, Lukasz Roguski, Richard J. B. Dobson, Folkert W. Asselbergs
2019 J jnl
MedCAT - Medical Concept Annotation Tool.
CoRR
Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson
2018 J jnl
FaStore: a space-saving solution for raw sequencing data.
Bioinform.
Lukasz Roguski, Idoia Ochoa, Mikel Hernaez, Sebastian Deorowicz
2015 J jnl
CARGO: Effective format-free compressed storage of genomic information.
CoRR
Lukasz Roguski, Paolo Ribeca
2015 J jnl
Disk-based compression of data from genome sequencing.
Bioinform.
Szymon Grabowski, Sebastian Deorowicz, Lukasz Roguski
2014 J jnl
DSRC 2 - Industry-oriented compression of FASTQ files.
Bioinform.
Lukasz Roguski, Sebastian Deorowicz
2014 J jnl
Disk-based genome sequencing data compression.
CoRR
Szymon Grabowski, Sebastian Deorowicz, Lukasz Roguski