Dennis Bontempi

Affiliations

Department of Information Engineering, University of Brescia, Brescia, Italy.

Publications (7)

CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI.

Medical image analysis

Avec: Dennis Bontempi , Sergio Benini , Alberto Signoroni , Michele Svanera , Lars Muckli

End-to-end reproducible AI pipelines in radiology using the cloud.

Nature communications

Avec: Dennis Bontempi , Leonard Nuernberg , Suraj Pai , Deepa Krishnaswamy , Vamsi Thiriveedhi , Ahmed Hosny , Raymond H Mak , Keyvan Farahani , Ron Kikinis , Andrey Fedorov , Hugo J W L Aerts

Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology.

Frontiers in oncology

Avec: Christopher E Kehayias , Yujie Yan , Dennis Bontempi , Sarah Quirk , Danielle S Bitterman , Jeremy S Bredfeldt , Hugo J W L Aerts , Raymond H Mak , Christian V Guthier

National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence.

Radiographics : a review publication of the Radiological Society of North America, Inc

Avec: Andrey Fedorov , William J R Longabaugh , David Pot , David A Clunie , Steven D Pieper , David L Gibbs , Christopher Bridge , Markus D Herrmann , André Homeyer , Rob Lewis , Hugo J W L Aerts , Deepa Krishnaswamy , Vamsi Krishna Thiriveedhi , Cosmin Ciausu , Daniela P Schacherer , Dennis Bontempi , Todd Pihl , Ulrike Wagner , Keyvan Farahani , Erika Kim , Ron Kikinis

CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes.

Human brain mapping

Avec: Michele Svanera , Sergio Benini , Dennis Bontempi , Lars Muckli

NCI Imaging Data Commons.

Cancer research

Avec: Andrey Fedorov , William J R Longabaugh , David Pot , David A Clunie , Steve Pieper , Hugo J W L Aerts , André Homeyer , Rob Lewis , Afshin Akbarzadeh , Dennis Bontempi , William Clifford , Markus D Herrmann , Henning Höfener , Igor Octaviano , Chad Osborne , Suzanne Paquette , James Petts , Davide Punzo , Madelyn Reyes , Daniela P Schacherer , Mi Tian , George White , Erik Ziegler , Ilya Shmulevich , Todd Pihl , Ulrike Wagner , Keyvan Farahani , Ron Kikinis

Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors.

European journal of cancer (Oxford, England : 1990)

Avec: Fariba Tohidinezhad , Dennis Bontempi , Zhen Zhang , Anne-Marie Dingemans , Joachim Aerts , Gerben Bootsma , Johan Vansteenkiste , Sayed Hashemi , Egbert Smit , Hester Gietema , Hugo Jwl Aerts , Andre Dekker , Lizza E L Hendriks , Alberto Traverso , Dirk De Ruysscher

Réseau de co-auteurs

Hugo J W L Aerts 4 collaborations

Keyvan Farahani 3 collaborations

Ron Kikinis 3 collaborations

Andrey Fedorov 3 collaborations

Sergio Benini 2 collaborations

Michele Svanera 2 collaborations

Lars Muckli 2 collaborations

Deepa Krishnaswamy 2 collaborations

Raymond H Mak 2 collaborations

William J R Longabaugh 2 collaborations

David Pot 2 collaborations

David A Clunie 2 collaborations

Markus D Herrmann 2 collaborations

André Homeyer 2 collaborations

Rob Lewis 2 collaborations

Daniela P Schacherer 2 collaborations

Todd Pihl 2 collaborations

Ulrike Wagner 2 collaborations

Alberto Signoroni 1 collaboration

Leonard Nuernberg 1 collaboration

Suraj Pai 1 collaboration

Vamsi Thiriveedhi 1 collaboration

Ahmed Hosny 1 collaboration

Christopher E Kehayias 1 collaboration

Yujie Yan 1 collaboration

Sarah Quirk 1 collaboration

Danielle S Bitterman 1 collaboration

Jeremy S Bredfeldt 1 collaboration

Christian V Guthier 1 collaboration

Steven D Pieper 1 collaboration

David L Gibbs 1 collaboration

Christopher Bridge 1 collaboration

Vamsi Krishna Thiriveedhi 1 collaboration

Cosmin Ciausu 1 collaboration

Erika Kim 1 collaboration

Steve Pieper 1 collaboration

Afshin Akbarzadeh 1 collaboration

William Clifford 1 collaboration

Henning Höfener 1 collaboration

Igor Octaviano 1 collaboration

Chad Osborne 1 collaboration

Suzanne Paquette 1 collaboration

James Petts 1 collaboration

Davide Punzo 1 collaboration

Madelyn Reyes 1 collaboration

Mi Tian 1 collaboration

George White 1 collaboration

Erik Ziegler 1 collaboration

Ilya Shmulevich 1 collaboration

Fariba Tohidinezhad 1 collaboration

Zhen Zhang 1 collaboration

Anne-Marie Dingemans 1 collaboration

Joachim Aerts 1 collaboration

Gerben Bootsma 1 collaboration

Johan Vansteenkiste 1 collaboration

Sayed Hashemi 1 collaboration

Egbert Smit 1 collaboration

Hester Gietema 1 collaboration

Hugo Jwl Aerts 1 collaboration

Andre Dekker 1 collaboration

Lizza E L Hendriks 1 collaboration

Alberto Traverso 1 collaboration

Dirk De Ruysscher 1 collaboration