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Avelino Javer
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 8
Top Topics
Electronic Health Records
Medical Data
Neural Network
Prognostic Factors
Top Venues
CoRR
ISBI
ML4H@NeurIPS
MLMI@MICCAI
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Publications
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Avelino Javer
,
Owen Parsons
,
Oliver Carr
,
Janie Baxter
,
Christian Diedrich
,
Eren Elçi
,
Steffen Schaper
,
Katrin Coboeken
,
Robert Dürichen
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks.
CoRR
(2021)
Oliver Carr
,
Avelino Javer
,
Patrick Rockenschaub
,
Owen Parsons
,
Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes.
CoRR
(2021)
Oliver Carr
,
Avelino Javer
,
Patrick Rockenschaub
,
Owen Parsons
,
Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes.
ML4H@NeurIPS
(2021)
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
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.
CoRR
(2020)
Joël Lefebvre
,
Avelino Javer
,
Mariia Dmitrieva
,
Jens Rittscher
,
Bohdan Lewków
,
Edward Allgeyer
,
George Sirinakis
,
Daniel St Johnston
Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments.
ISBI
(2020)
Avelino Javer
,
Jens Rittscher
Semantic filtering through deep source separation on microscopy images.
CoRR
(2019)
Avelino Javer
,
Jens Rittscher
Semantic Filtering Through Deep Source Separation on Microscopy Images.
MLMI@MICCAI
(2019)
Avelino Javer
,
André E. X. Brown
,
Iasonas Kokkinos
,
Jens Rittscher
Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics.
ECCV Workshops (6)
(2018)