Owen A. Johnson

38 papers Journal 12Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Machine Learning Approaches to the Early Detection of Pancreatic Cancer from Time-Series Primary Care Data. AIME (1) Victoria Moglia, Lesley Smith, Gordon Cook, Marc de Kamps, Owen A. Johnson
2024	—	`conf`	Predicting Unplanned Hospital Readmissions Using Outcome-Oriented Predictive Process Mining. ICPM Workshops Abdulaziz Aljebreen, Allan Pang, Marc de Kamps, Owen A. Johnson
2024	—	`conf`	Systems for Identification and Location of Items at Scale: Study of Scan4Safety in Leeds Hospitals. Nursing Informatics Valentina Lichtner, Aleksandra Irnazarow, Owen A. Johnson, Stephen Bush, Stuart Macmillan, Mark Songhurst
2022	—	`conf`	A Process Cube based Approach of Process Mining in Analysing Frailty Progression Exploiting Electronic Frailty Index. HEALTHINF Nik F. Farid, Marc de Kamps, Owen A. Johnson
2022	J	`jnl`	Innovative informatics methods for process mining in health care. J. Biomed. Informatics Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
2022	—	`conf`	Measuring the Impact of COVID-19 on Hospital Care Pathways. ICPM Workshops Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu, Tom Lawton, Owen A. Johnson
2022	J	`jnl`	Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 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
2022	—	`conf`	Research Paper: Process Mining and Synthetic Health Data: Reflections and Lessons Learnt. ICPM Workshops Alistair Bullward, Abdulaziz Aljebreen, Alexander Coles, Ciarán McInerney, Owen A. Johnson
2021	—	`conf`	Patient Safety Informatics: Meeting the Challenges of Emerging Digital Health. MedInfo Ciarán McInerney, Jonathan Benn, Dawn Dowding, Ibrahim Habli, David A. Jenkins, Carolyn McCrorie, Niels Peek, Rebecca Randell, Richard Williams, Owen A. Johnson
2021	—	`conf`	Process Mining of Disease Trajectories: A Literature Review. MIE Guntur P. Kusuma, Angelina Prima Kurniati, Eric Rojas, Ciarán D. McInerney, Chris P. Gale, Owen A. Johnson
2021	—	`conf`	Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment. MIE Angelina Prima Kurniati, Eric Rojas, Kieran Zucker, Geoff Hall, David C. Hogg, Owen A. Johnson
2020	J	`jnl`	Innovative informatics methods for process mining in health care. J. Biomed. Informatics Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
2020	—	`conf`	Process Mining of Disease Trajectories in MIMIC-III: A Case Study. ICPM Workshops Guntur P. Kusuma, Angelina Kurniati, Ciarán D. McInerney, Marlous S. Hall, Chris P. Gale, Owen A. Johnson
2020	—	`conf`	Process Mining of Disease Trajectories: A Feasibility Study. HEALTHINF Guntur P. Kusuma, Samantha Sykes, Ciarán McInerney, Owen A. Johnson
2020	—	`conf`	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 Angelina Prima Kurniati, Geoff Hall, David C. Hogg, Owen A. Johnson
2020	J	`jnl`	Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 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
2019	—	`conf`	A Multi-level Approach for Identifying Process Change in Cancer Pathways. Business Process Management Workshops Angelina Prima Kurniati, Ciarán McInerney, Kieran Zucker, Geoff Hall, David C. Hogg, Owen A. Johnson
2019	J	`jnl`	Finding relevant free-text radiology reports at scale with IBM Watson Content Analytics: a feasibility study in the UK NHS. J. Biomed. Semant. Alicja Piotrkowicz, Owen A. Johnson, Geoff Hall
2019	—	`conf`	Process Mining in Frail Elderly Care: A Literature Review. HEALTHINF Nik F. Farid, Marc de Kamps, Owen A. Johnson
2019	—	`conf`	Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing. MedInfo Richard Williams, Darren M. Ashcroft, Benjamin Brown, Eric Rojas, Niels Peek, Owen A. Johnson
2019	J	`jnl`	Staff expectations for the implementation of an electronic health record system: a qualitative study using normalisation process theory. BMC Medical Informatics Decis. Mak. Carolyn McCrorie, Jonathan Benn, Owen A. Johnson, Arabella Scantlebury
2019	J	`jnl`	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. Angelina Prima Kurniati, Eric Rojas, David C. Hogg, Geoff Hall, Owen A. Johnson
2018	—	`conf`	A Data Quality Framework for Process Mining of Electronic Health Record Data. ICHI Frank Fox, Vishal R. Aggarwal, Helen Whelton, Owen A. Johnson
2018	—	`conf`	Process Mining in Primary Care: A Literature Review. MIE Richard Williams, Eric Rojas, Niels Peek, Owen A. Johnson
2018	—	`conf`	The ClearPath Method for Care Pathway Process Mining and Simulation. Business Process Management Workshops Owen A. Johnson, Thamer Ba Dhafari, Angelina Kurniati, Frank Fox, Eric Rojas
2018	—	`conf`	Towards Unsupervised Detection of Process Models in Healthcare. MIE Amirah Alharbi, Andy Bulpitt, Owen A. Johnson
2017	—	`conf`	Improving Pattern Detection in Healthcare Process Mining Using an Interval-Based Event Selection Method. BPM (Forum) Amirah Alharbi, Andy Bulpitt, Owen A. Johnson
2017	J	`jnl`	Process mining routinely collected electronic health records to define real-life clinical pathways during chemotherapy. Int. J. Medical Informatics 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
2016	—	`conf`	Large Scale Infrastructure for Health Data Analytics. ICHI Samantha Crossfield, Owen A. Johnson, Thomas Fleming
2014	J	`jnl`	A Comparative Study of Machine Learning Methods for Verbal Autopsy Text Classification. CoRR Samuel Danso, Eric Atwell, Owen A. Johnson
2013	—	`conf`	Evaluation of Machine Learning Techniques in Predicting Acute Coronary Syndrome Outcome. SGAI Conf. Juliana Jaafar, Eric Atwell, Owen A. Johnson, Susan Clamp, Wan Azman Wan Ahmad
2013	—	`conf`	Gateway to the Cloud - Case Study: A Privacy-Aware Environment for Electronic Health Records Research. SOSE Rob Smith, Jie Xu, Saman Hina, Owen A. Johnson
2013	—	`conf`	International Priorities for Research in Nursing Informatics for Patient Care. MedInfo 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
2013	—	`conf`	Linguistic and Statistically Derived Features for Cause of Death Prediction from Verbal Autopsy Text. GSCL Samuel Danso, Eric Atwell, Owen A. Johnson
2013	J	`jnl`	SnoMedTagger: A Semantic Tagger for Medical Narratives. Int. J. Comput. Linguistics Appl. Saman Hina, Eric Atwell, Owen A. Johnson
2010	—	`conf`	Secure information extraction from clinical documents using SNOMED CT gazetteer and natural language processing. ICITST Saman Hina, Eric Atwell, Owen A. Johnson
2009	J	`jnl`	Digital circles of support: Meeting the information needs of older people. Comput. Hum. Behav. Mary Godfrey, Owen A. Johnson
2006	J	`jnl`	VBP: An approach to modelling process variety and best practice. Inf. Softw. Technol. Stephen F. King, Owen A. Johnson