Lukasz Roguski

According to our database, Lukasz Roguski authored at least 12 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper.

Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic

Nat. Lang. Process. J., 2024

2023

Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey.

Lovre Torbarina, Tin Ferkovic, Lukasz Roguski, Velimir Mihelcic, Bruno Sarlija, Zeljko Kraljevic

CoRR, 2023

2021

Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals.

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

CoRR, 2021

Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit.

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

Artif. Intell. Medicine, 2021

Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis.

Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

2020

Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.

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

IEEE J. Biomed. Health Informatics, 2020

2019

MedCAT - Medical Concept Annotation Tool.

Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson

CoRR, 2019

2018

FaStore: a space-saving solution for raw sequencing data.

Lukasz Roguski, Idoia Ochoa, Mikel Hernaez, Sebastian Deorowicz

Bioinform., 2018

2015

CARGO: Effective format-free compressed storage of genomic information.

Lukasz Roguski, Paolo Ribeca

CoRR, 2015

Disk-based compression of data from genome sequencing.

Szymon Grabowski, Sebastian Deorowicz, Lukasz Roguski

Bioinform., 2015

2014

Disk-based genome sequencing data compression.

Szymon Grabowski, Sebastian Deorowicz, Lukasz Roguski

CoRR, 2014

DSRC 2 - Industry-oriented compression of FASTQ files.

Lukasz Roguski, Sebastian Deorowicz

Bioinform., 2014