Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics. - Avelino Javer; André E. X. Brown; Iasonas Kokkinos; Jens Rittscher (ECCV Workshops (6), 2018)

Semantic Filtering Through Deep Source Separation on Microscopy Images. - Avelino Javer; Jens Rittscher (MLMI@MICCAI, 2019)

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 (ISBI, 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)

Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. - Oliver Carr; Avelino Javer; Patrick Rockenschaub; Owen Parsons; Robert Dürichen (ML4H@NeurIPS, 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)