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fausto milletari
Researcher, Paige.ai inc.
Joined
April 2018
Names
fausto milletari
(Preferred)
,
Fausto Milletari
,
Fausto Milletarì
,
Fausto Milletari'
Emails
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Paige.ai inc.
(paige.ai)
2022
–
Present
Researcher
Medical Instruments,
Johnson and Johnson
(jnj.com)
2019
–
2021
Solutions architect
Healthcare,
NVIDIA
(nvidia.com)
2017
–
2019
Research Scientist
4Catalyzer
(4catalyzer.com)
2016
–
2017
PhD student
Computer Aided Medical Prodcedures,
Technical University of Munich
(tum.edu)
2013
–
2016
MS student
Informatics,
Technische Universität München
(tum.de)
2011
–
2013
Advisors, Relations & Conflicts
Coworker
Eugene Vorontsov
2022
–
2024
Coauthor
Eric Zimmermann
2022
–
2024
Social
Nina Miolane
2019
–
2024
Coauthor
Richard Stebbing
2016
–
2016
Coauthor
Pierre-marc Jodoin
2016
–
2016
Coauthor
Chen Wang
2016
–
2016
Coauthor
Ozan Oktay
2016
–
2016
Coauthor
Erik Smistad
2016
–
2016
Coauthor
Jan D'hooge
2016
–
2016
Coauthor
Orjan Smedby
2016
–
2016
Coauthor
Gerda Bortsova
2016
–
2016
Coauthor
Frank Lindseth
2016
–
2016
Coauthor
Lichao Wang
2016
–
2016
Coauthor
Johan Bosch
2016
–
2016
Coauthor
Martino Alessandrini
2016
–
2016
Coauthor
Daniel Rueckert
2016
–
2016
Coauthor
Chen Wang
2016
–
2016
Coauthor
Kevin Keraudren
2016
–
2016
Coauthor
Tingying Peng
2016
–
2016
Coauthor
Wadim Kehl
2015
–
2016
Coauthor
Slobodan Ilic
2015
–
2016
Coauthor
Annika Plate
2015
–
2016
Coauthor
Federico Tombari
2015
–
2016
Coauthor
Christine Kroll
2015
–
2016
Coauthor
Vasileios Belagiannis
2014
–
2016
PhD Advisor
Nassir Navab
2013
–
2016
Coauthor
Nassir Navab
2013
–
2016
Coauthor
Pascal Fallavollita
2013
–
2016
Coauthor
Christoph Hennersperger
2015
–
2015
Coauthor
Tobias Maurer
2015
–
2015
Coauthor
Julia Rackerseder
2015
–
2015
Coauthor
Oliver Zettinig
2015
–
2015
Coauthor
Matthias Eiber
2015
–
2015
Coauthor
Benjamin Frisch
2015
–
2015
Coauthor
Zu berge christian Schulte
2015
–
2015
Expertise
Machine learning
2011
–
Present
Medical Image analsis
2011
–
Present
computer vision
2011
–
Present
Publications
rbio1 - training scientific reasoning LLMs with biological world models as soft verifiers
Ana-Maria Istrate
,
fausto milletari
,
Fabrizio Castrotorres
,
Jakub M. Tomczak
,
Michaela Torkar
,
Donghui Li
,
Theofanis Karaletsos
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
rbio1 - training scientific reasoning LLMs with biological world models as soft verifiers
Ana-Maria Istrate
,
fausto milletari
,
Fabrizio Castrotorres
,
Jakub M. Tomczak
,
Michaela Torkar
,
Donghui Li
,
Theofanis Karaletsos
AI4D3 2025 Oral
Readers:
Everyone
Adapting Self-Supervised Learning for Computational Pathology
Eric Zimmermann
,
Neil A. Tenenholtz
,
James Brian Hall
,
George Shaikovski
,
Michal Zelechowski
,
Adam Casson
,
Fausto Milletari
,
Julian Viret
,
Eugene Vorontsov
,
Siqi Liu
,
Kristen Severson
CoRR 2024
Readers:
Everyone
Towards an AI-based assessment model of surgical difficulty during early phase laparoscopic cholecystectomy
Julian Ronald Abbing
,
Frank J. Voskens
,
Beerend G. A. Gerats
,
Ruby Mae Egging
,
Fausto Milletari
,
Ivo A. M. J. Broeders
Published: 01 Jan 2023, Last Modified: 26 Mar 2024
Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2023
Readers:
Everyone
Towards accurate surgical workflow recognition with convolutional networks and transformers
Bokai Zhang
,
Julian Ronald Abbing
,
Amer Ghanem
,
Danyal Fer
,
Jocelyn Barker
,
Rami Abukhalil
,
Varun Kejriwal Goel
,
Fausto Milletarì
Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2022
Readers:
Everyone
The Future of Digital Health with Federated Learning
Nicola Rieke
,
Jonny Hancox
,
Wenqi Li
,
Fausto Milletari
,
Holger Roth
,
Shadi Albarqouni
,
Spyridon Bakas
,
Mathieu N. Galtier
,
Bennett A. Landman
,
Klaus H. Maier-Hein
,
Sébastien Ourselin
,
Micah J. Sheller
,
Ronald M. Summers
,
Andrew Trask
,
Daguang Xu
,
Maximilian Baust
,
M. Jorge Cardoso
2020 (modified: 14 Nov 2024)
CoRR 2020
Readers:
Everyone
NeurReg: Neural Registration and Its Application to Image Segmentation
Wentao Zhu
,
Andriy Myronenko
,
Ziyue Xu
,
Wenqi Li
,
Holger Roth
,
Yufang Huang
,
Fausto Milletari
,
Daguang Xu
2020 (modified: 16 Jul 2021)
WACV 2020
Readers:
Everyone
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
Dong Yang
,
Holger Roth
,
Ziyue Xu
,
Fausto Milletari
,
Ling Zhang
,
Daguang Xu
2020 (modified: 04 Nov 2022)
CoRR 2020
Readers:
Everyone
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network
Ziyue Xu
,
Xiaosong Wang
,
Hoo-Chang Shin
,
Dong Yang
,
Holger Roth
,
Fausto Milletari
,
Ling Zhang
,
Daguang Xu
2020 (modified: 04 Nov 2022)
MIDL 2020
Readers:
Everyone
The future of digital health with federated learning
Nicola Rieke
,
Jonny Hancox
,
Wenqi Li
,
Fausto Milletarì
,
Holger R. Roth
,
Shadi Albarqouni
,
Spyridon Bakas
,
Mathieu N. Galtier
,
Bennett A. Landman
,
Klaus H. Maier-Hein
,
Sébastien Ourselin
,
Micah J. Sheller
,
Ronald M. Summers
,
Andrew Trask
,
Daguang Xu
,
Maximilian Baust
,
M. Jorge Cardoso
Published: 01 Jan 2020, Last Modified: 16 May 2023
npj Digit. Medicine 2020
Readers:
Everyone
View all 47 publications
Co-Authors
Adam Casson
Alex Papachristidis
Alex Rothberg
Amer Ghanem
Amin Katouzian
Amit Shah
Ana-Maria Istrate
Andrew Feng
Andrew Trask
Andriy Myronenko
Anika Böttcher
Annika Plate
Antonella Castellano
Beerend G. A. Gerats
Benjamin Frisch
Benjamín Gutiérrez-Becker
Bennett A. Landman
Birgit Ertl-Wagner
Bokai Zhang
Bradley J. Erickson
Brecht Heyde
Chen Shen
Chen Wang
Christian Schulte zu Berge
Christine Kroll
View all 147 co-authors