Avelino Javer

According to our database, Avelino Javer authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks.

Avelino Javer, Owen Parsons, Oliver Carr, Janie Baxter, Christian Diedrich, Eren Elçi, Steffen Schaper, Katrin Coboeken, Robert Dürichen

CoRR, 2021

Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes.

Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen

Proceedings of the Machine Learning for Health, 2021

2020

Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.

Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous, Ming Li, Avelino Javer, Oliver Carr, Stojan Jovanovic, Nadezda Lipunova, Benjamin Irving, Rabia T. Khan, Robert Dürichen

CoRR, 2020

Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments.

Joël Lefebvre, Avelino Javer, Mariia Dmitrieva, Jens Rittscher, Bohdan Lewków, Edward Allgeyer, George Sirinakis, Daniel St Johnston

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Semantic Filtering Through Deep Source Separation on Microscopy Images.

Avelino Javer, Jens Rittscher

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

2018

Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics.

Avelino Javer, André E. X. Brown, Iasonas Kokkinos, Jens Rittscher

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018