Carlos Fernandez-Llatas

Publications
Public outreach and news

Articles

Article: JOURNAL OF BIOMEDICAL INFORMATICS. 2022;127:103994
Process mining for healthcare: Characteristics and challenges
Munoz-Gama J; Martin N; Fernandez-Llatas C; Johnson OA; Sepulveda M; Helm E; Galvez-Yanjari V; Rojas E; Martinez-Millana A; Aloini D; Amantea IA; Andrews R; Arias M; Beerepoot I; Benevento E; Burattin A; Capurro D; Carmona J; Comuzzi M; Dalmas B; de la Fuente R; Di Francescomarino C; Di Ciccio C; Gatta R; Ghidini C; Gonzalez-Lopez F; Ibanez-Sanchez G; Klasky HB; Kurniati AP; Lu X; Mannhardt F; Mans R; Marcos M; de Carvalho RM; Pegoraro M; Poon SK; Pufahl L; Reijers HA; Remy S; Rinderle-Ma S; Sacchi L; Seoane F; Song M; Stefanini A; Sulis E; ter Hofstede AHM; Toussaint PJ; Traver V; Valero-Ramon Z; van de Weerd I; van der Aalst WMP; Vanwersch R; Weske M; Wynn MT; Zerbato F
Article: FRONTIERS IN ONCOLOGY. 2022;12:1043411
Analytical exploratory tool for healthcare professionals to monitor cancer patients' progress
Valero-Ramon Z; Fernandez-Llatas C; Collantes G; Valdivieso B; Billis A; Bamidis P; Traver V
Article: SENSORS. 2020;20(24):E7167-7167
Design and Evaluation of a Solo-Resident Smart Home Testbed for Mobility Pattern Monitoring and Behavioural Assessment
Shirali M; Bayo-Monton J-L; Fernandez-Llatas C; Ghassemian M; Traver Salcedo V
Article: SENSORS. 2020;20(18):E5330-5330
Dynamic Models Supporting Personalised Chronic Disease Management through Healthcare Sensors with Interactive Process Mining
Valero-Ramon Z; Fernandez-Llatas C; Valdivieso B; Traver V
Article: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2020;17(18):E6616-6616
What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper
Gatta R; Vallati M; Fernandez-Llatas C; Martinez-Millana A; Orini S; Sacchi L; Lenkowicz J; Marcos M; Munoz-Gama J; Cuendet MA; de Bari B; Marco-Ruiz L; Stefanini A; Valero-Ramon Z; Michielin O; Lapinskas T; Montvila A; Martin N; Tavazzi E; Castellano M
Article: ARTIFICIAL INTELLIGENCE IN MEDICINE. 2020;109:101962
Recommendations for enhancing the usability and understandability of process mining in healthcare
Martin N; De Weerdt J; Fernandez-Llatas C; Gal A; Gatta R; Ibanez G; Johnson O; Mannhardt F; Marco-Ruiz L; Mertens S; Munoz-Gama J; Seoane F; Vanthienen J; Wynn MT; Boileve DB; Bergs J; Joosten-Melis M; Schretlen S; Van Acker B
Article: STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS. 2020;270:522-526
A Process Mining Application for the Analysis of Hospital-at-Home Admissions.
Amantea IA; Sulis E; Boella G; Marinello R; Bianca D; Brunetti E; Bo M; Fernandez-Llatas C
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2019;2019:341-344
Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.
Pebesma J; Martinez-Millana A; Sacchi L; Fernandez-Llatas C; De Cata P; Chiovato L; Bellazzi R; Traver V
Article: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2019;16(10):E1783-1783
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case
Ibanez-Sanchez G; Fernandez-Llatas C; Martinez-Millana A; Celda A; Mandingorra J; Aparici-Tortajada L; Valero-Ramon Z; Munoz-Gama J; Sepulveda M; Rojas E; Galvez V; Capurro D; Traver V
Article: SENSORS. 2019;19(3):E557-557
Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application
Dogan O; Bayo-Monton J-L; Fernandez-Llatas C; Oztaysi B
Article: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2019;16(2):E199-199
Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process
Martinez-Millana A; Lizondo A; Gatta R; Vera S; Traver Salcedo V; Fernandez-Llatas C
Article: ELECTRONICS. 2019;8(7):766
Individual Behavior Modeling with Sensors Using Process Mining
Dogan O; Martinez-Millana A; Rojas E; Sepulveda M; Munoz-Gama J; Traver V; Fernandez-Llatas C
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2018;2018:5798-5801
Integrated IoT intelligent system for the automatic detection of cardiac variability.
Martinez-Millana A; Palao C; Fernandez-Llatas C; de Carvalho P; Bianchi AM; Traver V
Article: SENSORS. 2018;18(6):E1851-1851
Wearable Sensors Integrated with Internet of Things for Advancing eHealth Care
Bayo-Monton J-L; Martinez-Millana A; Han W; Fernandez-Llatas C; Sun Y; Traver V
Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2018;20(4):e127
Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining
Conca T; Saint-Pierre C; Herskovic V; Sepulveda M; Capurro D; Prieto F; Fernandez-Llatas C
Article: PLOS ONE. 2018;13(12):e0208362
Optimisation of children z-score calculation based on new statistical techniques
Martinez-Millana A; Hulst JM; Boon M; Witters P; Fernandez-Llatas C; Asseiceira I; Calvo-Lerma J; Basagoiti I; Traver V; De Boeck K; Ribes-Koninckx C
Article: SENSORS. 2017;18(1):E79-79
Integration of Distributed Services and Hybrid Models Based on Process Choreography to Predict and Detect Type 2 Diabetes
Martinez-Millana A; Bayo-Monton J-L; Argente-Pla M; Fernandez-Llatas C; Francisco Merino-Torres J; Traver-Salcedo V
Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2017;19(5):e181
Evaluating the Social Media Performance of Hospitals in Spain: A Longitudinal and Comparative Study.
Martinez-Millana A; Fernandez-Llatas C; Basagoiti Bilbao I; Traver Salcedo M; Traver Salcedo V
Article: COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. 2017;2017:8194940-9
Are Health Videos from Hospitals, Health Organizations, and Active Users Available to Health Consumers? An Analysis of Diabetes Health Video Ranking in YouTube
Fernandez-Llatas C; Traver V; Borras-Morell J-E; Martinez-Millana A; Karlsen R
Article: APPLIED SCIENCES. 2017;7(3):302
Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining
Rojas E; Sepulveda M; Munoz-Gama J; Capurro D; Traver V; Fernandez-Llatas C
Article: SENSORS. 2016;16(12):E2142-2142
Evaluation of Google Glass Technical Limitations on Their Integration in Medical Systems
Martinez-Millana A; Bayo-Monton J-L; Lizondo A; Fernandez-Llatas C; Traver V
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2016;2016:5644-5647
Experiences of a general practitioner in the daily practice about Digital Health Literacy. The real needs.
Traver M; Basagoiti I; Martinez-Millana A; Fernandez-Llatas C; Traver V
Article: MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING. 2015;53(12):1295-1303
Performance assessment of a closed-loop system for diabetes management
Martinez-Millana A; Fico G; Fernandez-Llatas C; Traver V
Article: SENSORS. 2015;15(12):29821-29840
Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems
Fernandez-Llatas C; Lizondo A; Monton E; Benedi J-M; Traver V
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2015;2015:8161-8164
From data to the decision: A software architecture to integrate predictive modelling in clinical settings.
Martinez-Millana A; Fernandez-Llatas C; Sacchi L; Segagni D; Guillen S; Bellazzi R; Traver V
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2015;2015:2127-2130
Diabetes care related process modelling using Process Mining techniques. Lessons learned in the application of Interactive Pattern Recognition: coping with the Spaghetti Effect.
Fernandez-Llatas C; Martinez-Millana A; Martinez-Romero A; Benedi JM; Traver V
Article: METHODS IN MOLECULAR BIOLOGY. 2015;1246:v-viii
Data mining in clinical medicine. Preface.
Fernandez-Llatas C; García-Góme JM
Article: METHODS IN MOLECULAR BIOLOGY. 2015;1246:147-155
Cloud computing for context-aware enhanced m-Health services.
Fernandez-Llatas C; Pileggi SF; Ibañez G; Valero Z; Sala P
Article: METHODS IN MOLECULAR BIOLOGY. 2015;1246:79-88
Using process mining for automatic support of clinical pathways design.
Fernandez-Llatas C; Valdivieso B; Traver V; Benedi JM
Article: SENSORS. 2013;13(11):15434-15451
Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes
Fernandez-Llatas C; Benedi J-M; Garcia-Gomez JM; Traver V
Article: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2013;10(11):5671-5682
Applying Evidence-Based Medicine in Telehealth: An Interactive Pattern Recognition Approximation
Fernandez-Llatas C; Meneu T; Traver V; Benedi J-M
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2011;2011:6413-6417
Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients.
Fernández-Llatas C; Garcia-Gomez JM; Vicente J; Naranjo JC; Robles M; Benedi JM; Traver V
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2011;2011:1785-1788
Ambient Assisted Living spaces validation by services and devices simulation.
Fernández-Llatas C; Mocholí JB; Sala P; Naranjo JC; Pileggi SF; Guillén S; Traver V
Article: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2010;2010:6178-6181
Activity-based process mining for clinical pathways computer aided design.
Fernandez-Llatas C; Meneu T; Benedi JM; Traver V
Article: IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2002;49(12):1431-1437
Multimedia telehomecare system using standard TV set
Guillén S; Arredondo MT; Traver V; García JM; Fernández C
Show more

All other publications

Review: ARTIFICIAL INTELLIGENCE IN MEDICINE. 2023;144:102645
Process mining and data mining applications in the domain of chronic diseases: A systematic review
Chen K; Abtahi F; Carrero J-J; Fernandez-Llatas C; Seoane F
Editorial comment: FRONTIERS IN ONCOLOGY. 2023;13:1298446
Artificial intelligence in process modelling in oncology
Fernandez-Llatas C; Gatta R; Seoane F; Valentini V
Editorial comment: JOURNAL OF BIOMEDICAL INFORMATICS. 2022;134:104203
Innovative informatics methods for process mining in health care
Munoz-Gama J; Martin N; Fernandez-Llatas C; Johnson OA; Sepulveda M
Editorial comment: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2022;19(14):8427
Building Process-Oriented Data Science Solutions for Real-World Healthcare
Fernandez-Llatas C; Martin N; Johnson O; Sepulveda M; Helm E; Munoz-Gama J
Editorial comment: JOURNAL OF BIOMEDICAL INFORMATICS. 2020;109:103551
Innovative informatics methods for process mining in health care.
Munoz-Gama J; Martin N; Fernandez-Llatas C; Johnson O; Sepúlveda M
Published conference paper: JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS. 2020;38(1):675-684
Segmentation of indoor customer paths using intuitionistic fuzzy clustering: Process mining visualization
Dogan O; Oztaysi B; Fernandez-Llatas C
Review: JMIR MHEALTH AND UHEALTH. 2018;6(11):e12237
App Features for Type 1 Diabetes Support and Patient Empowerment: Systematic Literature Review and Benchmark Comparison
Martinez-Millana A; Jarones E; Fernandez-Llatas C; Hartvigsen G; Traver V
Published conference paper: PROCEEDINGS - AMIA . ANNUAL SYMPOSIUM. AMIA SYMPOSIUM. 2001;:721-725
Impact of a broadband interactive televisit/teleconsultation service for residential and working environments
Valero MA; Arredondo MT; Guillén S; Traver V; Fernández C; Basagoiti I; del Nogal F; Gallar P; Insausti J

Articles

All other publications

News from KI

Events from KI