Tom Van Steenkiste

17 papers B 1Misc 2Journal 7Unranked 7

Year	Rank	Type	Title / Venue / Authors
2020	—	`conf`	Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep Learning. ML4H@NeurIPS Thomas Uyttenhove, Aren Maes, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2020	J	`jnl`	Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	A Study of Early Sepsis Detection Models Based on Multivariate Medical Time Series. BNAIC/BENELEARN Aren Maes, Tom Van Steenkiste, Tom Dhaene, Dirk Deschrijver
2019	J	`jnl`	ALBATROS: adaptive line-based sampling trajectories for sequential measurements. Eng. Comput. Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. Artif. Intell. Medicine Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
2019	J	`jnl`	Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Continuous Exploitative Measurement Trajectories Using Bayesian Optimisation. BNAIC/BENELEARN Rémi Delanghe, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Disentangled Variational Auto-Encoders for Explaining ECG Beat Embeddings. BNAIC/BENELEARN Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Generating an Explainable ECG Beat Space With Variational Auto-Encoders. CoRR Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	B	`conf`	Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. CBMS Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	Misc	`conf`	Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments. WSC Jens Jocqué, Tom Van Steenkiste, Pieter Stroobant, Rémi Delanghe, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. ML4H@NeurIPS Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. CoRR Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2018	—	`conf`	Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene
2018	—	`conf`	Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. EMBC Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2017	J	`jnl`	Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling. CoRR Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2016	Misc	`conf`	Sensitivity analysis of expensive black-box systems using metamodeling. WSC Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene