Renato Umeton

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 7

Top Topics

Artificial Intelligence

Top Venues

Artif. Intell. Medicine

Nat. Mac. Intell.

Publications

Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson
Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. 5 (7) (2023)
David Brundage, Jacob Rosenthal, Ryan Carelli, Sophie Rand, Renato Umeton, Massimo Loda, Luigi Marchionni
Whole Slide Image to DICOM Conversion as Event-Driven Cloud Infrastructure. CoRR (2022)
Alexander Chowdhury, Jacob Rosenthal, Jonathan Waring, Renato Umeton
Applying Self-Supervised Learning to Medicine: Review of the State of the Art and Medical Implementations. Informatics 8 (3) (2021)
Alexander Chowdhury, Hasan Kassem, Nicolas Padoy, Renato Umeton, Alexandros Karargyris
A Review of Medical Federated Learning: Applications in Oncology and Cancer Research. BrainLes@MICCAI (1) (2021)
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR (2021)
Jonathan Waring, Charlotta Lindvall, Renato Umeton
Automated machine learning: Review of the state-of-the-art and opportunities for healthcare. Artif. Intell. Medicine 104 (2020)
John Methot, Renato Umeton, Gregory Antell
Operationalizing Artificial Intelligence: Lessons Learned at Dana-Farber Cancer Institute. AMIA (2020)
Renato Umeton, Giuseppe Nicosia, C. Forbes Dewey Jr.
OREMPdb: a semantic dictionary of computational pathway models. BMC Bioinform. 13 (S-4) (2012)
Renato Umeton, Giovanni Stracquadanio, Anilkumar Sorathiya, Pietro Liò, Alessio Papini, Giuseppe Nicosia
Design of robust metabolic pathways. DAC (2011)
David Nordsletten, Beracah Yankama, Renato Umeton, V. A. Shiva Ayyadurai, C. Forbes Dewey Jr.
Multiscale Mathematical Modeling to Support Drug Development. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia
Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response. ICARIS (2011)
Giovanni Stracquadanio, Renato Umeton, Alessio Papini, Pietro Liò, Giuseppe Nicosia
Analysis and Optimization of C3 Photosynthetic Carbon Metabolism. BIBE (2010)