Hola,
Are you new here?

I have an account

Conecta con

+150K Projects

+300K Companies

+230 Financiaciones

¿Te ayudamos?

Ejemplos de búsqueda

Vídeos Explicativos

DeeBMED

financed

Closed

Deep learning and Bayesian inference for medical imaging

Diseases characteristic for modern western civilization, such as cancer, diabetes or cardiovascular disorders, lead to millions of deaths per year in the European Union. In order to decrease this enormous quantity, medical imaging... see more

30/09/2018

UvA

178K€

Project Budget: 178K€

Project leader

UNIVERSITEIT VAN AMSTERDAM No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

PARTICIPATION DEPralty Sin fecha límite de participación.

Financing granted El organismo H2020 notifico la concesión del proyecto The day 2018-09-30

MSCA-IF-2015-EF: Marie Skłodowska-Curie Individual F... Scope:Proposals for European Fellowships involve a single host organisation (future beneficiary) est...

I+D

Cerrada does 9 years

0% 100%

characteristics of the participant

Este proyecto no cuenta con búsquedas de partenariado abiertas en este momento.

Private Information

No hay información privada compartida para este proyecto. Habla con el coordinador.

1 Participantes

UvA

177.60K€ | Leader

Conecta tu I+D

¿Tienes un proyecto y buscas un partner? Gracias a nuestro motor inteligente podemos recomendarte los mejores socios y ponerte en contacto con ellos. Te lo explicamos en este video

Project duration: 31 months Date Start: 2016-02-17
End date: 2018-09-30

Project leader

UNIVERSITEIT VAN AMSTERDAM No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

Project Budget 178K€

participation deadline Sin fecha límite de participación.

Project description Diseases characteristic for modern western civilization, such as cancer, diabetes or cardiovascular disorders, lead to millions of deaths per year in the European Union. In order to decrease this enormous quantity, medical imaging should be widely available at early diagnostics and every stage of a therapy. Nowadays, there are various diagnostics techniques including CT, PET, MRI, however, analysis of a medical image is time-consuming and expensive. Development of new effective automatic tool for medical imaging will appear a new strategy in highly specific control of incidences and disease progression. The aim of the DeeBMED project is to develop powerful automatic medical imaging tool that can cope with main problems associated with complex images like medical scans: multimodality of data distribution, large number of dimension and small number of examples, small amount of labeled data, multi-source learning, and robustness to transformations. In this project I will propose a probabilistic framework that combines different deep neural networks (DNN), such as feedforward nets, convolutional nets, Gaussian processes. I will apply DNN to model probabilistic relationships among a medical scan, a disease label, and hidden variables representing latent factors in data. In the case of a small sample size DNN are prone to overfitting. A possible remedy for that is Bayesian learning, however, it is still challenging how to apply it to DNN. In this project I will use various approaches: modelling weights uncertainty, Dropout, Bayesian Distillation. As the result I predict identification of the first highly effective medical imaging analysis tool that in the future will be widely used by radiologists in medical institutes in the whole EU. Novel automation will drastically reduce time and costs of analysis and provide more accessible diagnostics. The project will be carried out at the University of Amsterdam, under the supervision of Prof. Max Welling.

Conecta tu I+D

Entra hoy

Forgot your password?

Financing

Companies

CTIs/Universidades

Projects

researchers

What is innovating.Works? Lose yourself in the best search engine for innovative companies you've ever seen, see how your competition is funded, connect with that partner you didn't know about, discover R&D projects that need you, and much, much more just a click away.

Smart Company-Financial Motor Innovating tiene un perfil tecnológico financiero de 400.000 empresas gracias al cual sabe a qué ayuda puede ir o no cualquier empresa de forma automática. Parece magia pero es tecnología.

Create your project and find partners ¿Tienes un proyecto y buscas un partner? Una Universidad, Centro Tecnológico, Consultoría? Este es tu sitio. Gracias al motor de búsqueda podemos recomendarte los mejores socios y ponerte en contacto con ellos.