Owen A. Johnson

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 25

Top Topics

Electronic Health Records

Literature Review

Top Venues

J. Biomed. Informatics

Publications

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 134 (2022)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Nik F. Farid, Marc de Kamps, Owen A. Johnson
A Process Cube based Approach of Process Mining in Analysing Frailty Progression Exploiting Electronic Frailty Index. HEALTHINF (2022)
Alistair Bullward, Abdulaziz Aljebreen, Alexander Coles, Ciarán McInerney, Owen A. Johnson
Research Paper: Process Mining and Synthetic Health Data: Reflections and Lessons Learnt. ICPM Workshops (2022)
Guntur P. Kusuma, Angelina Prima Kurniati, Eric Rojas, Ciarán D. McInerney, Chris P. Gale, Owen A. Johnson
Process Mining of Disease Trajectories: A Literature Review. MIE (2021)
Ciarán McInerney, Jonathan Benn, Dawn Dowding, Ibrahim Habli, David A. Jenkins, Carolyn McCrorie, Niels Peek, Rebecca Randell, Richard Williams, Owen A. Johnson
Patient Safety Informatics: Meeting the Challenges of Emerging Digital Health. MedInfo (2021)
Angelina Prima Kurniati, Eric Rojas, Kieran Zucker, Geoff Hall, David C. Hogg, Owen A. Johnson
Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment. MIE (2021)
Angelina Prima Kurniati, Geoff Hall, David C. Hogg, Owen A. Johnson
Process Mining on the Extended Event Log to Analyse the System Usage During Healthcare Processes (Case Study: The GP Tab Usage During Chemotherapy Treatments). ICPM Workshops (2020)
Guntur P. Kusuma, Angelina Kurniati, Ciarán D. McInerney, Marlous S. Hall, Chris P. Gale, Owen A. Johnson
Process Mining of Disease Trajectories in MIMIC-III: A Case Study. ICPM Workshops (2020)
Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker
Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 109 (2020)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 109 (2020)
Guntur P. Kusuma, Samantha Sykes, Ciarán McInerney, Owen A. Johnson
Process Mining of Disease Trajectories: A Feasibility Study. HEALTHINF (2020)
Alicja Piotrkowicz, Owen A. Johnson, Geoff Hall
Finding relevant free-text radiology reports at scale with IBM Watson Content Analytics: a feasibility study in the UK NHS. J. Biomed. Semant. 10 (1) (2019)
Angelina Prima Kurniati, Eric Rojas, David C. Hogg, Geoff Hall, Owen A. Johnson
The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record database. Health Informatics J. 25 (4) (2019)
Carolyn McCrorie, Jonathan Benn, Owen A. Johnson, Arabella Scantlebury
Staff expectations for the implementation of an electronic health record system: a qualitative study using normalisation process theory. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Richard Williams, Darren M. Ashcroft, Benjamin Brown, Eric Rojas, Niels Peek, Owen A. Johnson
Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing. MedInfo (2019)
Angelina Prima Kurniati, Ciarán McInerney, Kieran Zucker, Geoff Hall, David C. Hogg, Owen A. Johnson
A Multi-level Approach for Identifying Process Change in Cancer Pathways. Business Process Management Workshops (2019)
Nik F. Farid, Marc de Kamps, Owen A. Johnson
Process Mining in Frail Elderly Care: A Literature Review. HEALTHINF (2019)
Amirah Alharbi, Andy Bulpitt, Owen A. Johnson
Towards Unsupervised Detection of Process Models in Healthcare. MIE (2018)
Richard Williams, Eric Rojas, Niels Peek, Owen A. Johnson
Process Mining in Primary Care: A Literature Review. MIE (2018)
Frank Fox, Vishal R. Aggarwal, Helen Whelton, Owen A. Johnson
A Data Quality Framework for Process Mining of Electronic Health Record Data. ICHI (2018)
Owen A. Johnson, Thamer Ba Dhafari, Angelina Kurniati, Frank Fox, Eric Rojas
The ClearPath Method for Care Pathway Process Mining and Simulation. Business Process Management Workshops (2018)
Karl Baker, Elaine Dunwoodie, Richard G. Jones, Alex Newsham, Owen A. Johnson, Christopher P. Price, Jane Wolstenholme, Jose Leal, Patrick McGinley, Chris Twelves, Geoff Hall
Process mining routinely collected electronic health records to define real-life clinical pathways during chemotherapy. Int. J. Medical Informatics 103 (2017)
Amirah Alharbi, Andy Bulpitt, Owen A. Johnson
Improving Pattern Detection in Healthcare Process Mining Using an Interval-Based Event Selection Method. BPM (Forum) (2017)
Samantha Crossfield, Owen A. Johnson, Thomas Fleming
Large Scale Infrastructure for Health Data Analytics. ICHI (2016)
Samuel Danso, Eric Atwell, Owen A. Johnson
A Comparative Study of Machine Learning Methods for Verbal Autopsy Text Classification. CoRR (2014)
Juliana Jaafar, Eric Atwell, Owen A. Johnson, Susan Clamp, Wan Azman Wan Ahmad
Evaluation of Machine Learning Techniques in Predicting Acute Coronary Syndrome Outcome. SGAI Conf. (2013)
Dawn Dowding, Leanne M. Currie, Elizabeth M. Borycki, Susan Clamp, Jesús Favela, Geraldine Fitzpatrick, Peter Gardner, Susan Hamer, Nicholas R. Hardiker, Owen A. Johnson, Rebecca Lawton, Ann O'Brien, Rebecca Randell, Johanna I. Westbrook, Zac Whitewood-Moores, Patricia C. Dykes
International Priorities for Research in Nursing Informatics for Patient Care. MedInfo (2013)
Saman Hina, Eric Atwell, Owen A. Johnson
SnoMedTagger: A Semantic Tagger for Medical Narratives. Int. J. Comput. Linguistics Appl. 4 (2) (2013)
Samuel Danso, Eric Atwell, Owen A. Johnson
Linguistic and Statistically Derived Features for Cause of Death Prediction from Verbal Autopsy Text. GSCL (2013)
Rob Smith, Jie Xu, Saman Hina, Owen A. Johnson
Gateway to the Cloud - Case Study: A Privacy-Aware Environment for Electronic Health Records Research. SOSE (2013)
Saman Hina, Eric Atwell, Owen A. Johnson
Secure information extraction from clinical documents using SNOMED CT gazetteer and natural language processing. ICITST (2010)
Mary Godfrey, Owen A. Johnson
Digital circles of support: Meeting the information needs of older people. Comput. Hum. Behav. 25 (3) (2009)
Stephen F. King, Owen A. Johnson
VBP: An approach to modelling process variety and best practice. Inf. Softw. Technol. 48 (11) (2006)