Cosmin Nita

According to our database, Cosmin Nita authored at least 12 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition.

Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

2020

Applying Deep Neural Networks over Homomorphic Encrypted Medical Data.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Comput. Math. Methods Medicine, 2020

An Automated Workflow for Hemodynamic Computations in Cerebral Aneurysms.

Cosmin Ioan Nita, Takashi Suzuki, Lucian Mihai Itu, Viorel Mihalef, Hiroyuki Takao, Yuichi Murayama, Puneet Sharma, Thomas Redel, Saikiran Rapaka

Comput. Math. Methods Medicine, 2020

2019

Towards Privacy-Preserving Deep Learning based Medical Imaging Applications.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Deep learning based generation of synthetic blood vessel surfaces.

Manuela Danu, Cosmin Ioan Nita, Anamaria Vizitiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Privacy-Preserving Artificial Intelligence: Application to Precision Medicine.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2016

GPU accelerated, robust method for voxelization of solid objects.

Cosmin Nita, Iulian Stroia, Lucian Mihai Itu, Constantin Suciu, Viorel Mihalef, Manasi Datar, Saikiran Rapaka, Puneet Sharma

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Verification of a research prototype for hemodynamic analysis of cerebral aneurysms.

Takashi Suzuki, Cosmin Nita, Saikiran Rapaka, Hiroyuki Takao, Viorel Mihalef, Soichiro Fujimura, Chihebeddine Dahmani, Puneet Sharma, Hiroya Mamori, Toshihiro Ishibashi, Thomas Redel, Makoto Yamamoto, Yuichi Murayama

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

GPU accelerated geometric multigrid method: Comparison with preconditioned conjugate gradient.

Iulian Stroia, Lucian Mihai Itu, Cosmin Nita, Laszlo Lazar, Constantin Suciu

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

GPU-accelerated model for fast, three-dimensional fluid-structure interaction computations.

Cosmin Nita, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Saikiran Rapaka

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Optimized three-dimensional stencil computation on Fermi and Kepler GPUs.

Anamaria Vizitiu, Lucian Mihai Itu, Cosmin Nita, Constantin Suciu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2013

GPU accelerated blood flow computation using the Lattice Boltzmann Method.

Cosmin Nita, Lucian Mihai Itu, Constantin Suciu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013