Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. - Rein Houthooft; Joeri Ruyssinck; Joachim van der Herten; Sean Stijven; Ivo Couckuyt; Bram Gadeyne; Femke Ongenae; Kirsten Colpaert; Johan Decruyenaere; Tom Dhaene; Filip De Turck (Artif. Intell. Medicine, 2015)

Netter: re-ranking gene network inference predictions using structural network properties. - Joeri Ruyssinck; Piet Demeester; Tom Dhaene; Yvan Saeys (BMC Bioinform., 2016)

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. - Joeri Ruyssinck; Joachim van der Herten; Rein Houthooft; Femke Ongenae; Ivo Couckuyt; Bram Gadeyne; Kirsten Colpaert; Johan Decruyenaere; Filip De Turck; Tom Dhaene (Comput. Math. Methods Medicine, 2016)

Positive blood culture detection in time series data using a BiLSTM network. - Leen De Baets; Joeri Ruyssinck; Thomas Peiffer; Johan Decruyenaere; Filip De Turck; Femke Ongenae; Tom Dhaene (CoRR, 2016)

Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. - Tom Van Steenkiste; Willemijn Groenendaal; Joeri Ruyssinck; Pauline Dreesen; Susie Klerkx; Christophe Smeets; Ruben de Francisco; Dirk Deschrijver; Tom Dhaene (EMBC, 2018)

Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. - Tom Van Steenkiste; Joeri Ruyssinck; Olivier Janssens; Baptist Vandersmissen; Florian Vandecasteele; Pieter Devolder; Eric Achten; Sofie Van Hoecke; Dirk Deschrijver; Tom Dhaene (EMBC, 2018)

Data-driven Optimization of Energy Efficiency and Comfort in an Apartment. - Diego Nieves Avendano; Joeri Ruyssinck; Steven Vandekerckhove; Sofie Van Hoecke; Dirk Deschrijver (IEEE Conf. on Intelligent Systems, 2018)

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. - Tom Van Steenkiste; Joeri Ruyssinck; Leen De Baets; Johan Decruyenaere; Filip De Turck; Femke Ongenae; Tom Dhaene (Artif. Intell. Medicine, 2019)

Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification. - Roberto Medico; Joeri Ruyssinck; Dirk Deschrijver; Tom Dhaene (Adv. Data Anal. Classif., 2021)

Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. - Bram Steenwinckel; Mathias De Brouwer; Marija Stojchevska; M. Jeroen Van Der Donckt; Jelle Nelis; Joeri Ruyssinck; Joachim van der Herten; Koen Casier; Jan Van Ooteghem; Pieter Crombez; Filip De Turck; Sofie Van Hoecke; et al. (PervasiveHealth, 2022)