Ashkan Moradi
1.314 Fred Kavli-bygget, del 1 Øya, Trondheim
Om
Jeg jobber som postdoktorforsker ved avdelingen for Institutt for sirkulasjon og bildediagnostikk (ISB) på NTNU. Du kan finne den utvidede biografien på den engelske versjonen av nettsiden.
Publikasjoner
2025
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Nagaraju, Sachin Dudda;
Moradi, Ashkan;
Abrahamsen, Bendik Skarre;
Elschot, Mattijs.
(2025)
FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation Using Multi-modal Images.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
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Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Sunoqrot, Mohammed R. S.;
Abrahamsen, Bendik Skarre;
Derya, Yakar.
(2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study.
Radiology: Artificial Intelligence (RAI)
Vitenskapelig artikkel
2024
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Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Yakar, Derya;
Geerdink, Jeroen;
Huisman, Hendrik Johannes.
(2024)
Federated learning for prostate cancer detection in biparametric MRI: optimization of rounds, epochs, and aggregation strategy.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2023
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Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
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Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Vitenskapelig artikkel
2022
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Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
2021
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Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2019
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tidsskriftspublikasjoner
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Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Sunoqrot, Mohammed R. S.;
Abrahamsen, Bendik Skarre;
Derya, Yakar.
(2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study.
Radiology: Artificial Intelligence (RAI)
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Vitenskapelig artikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
Del av bok/rapport
-
Nagaraju, Sachin Dudda;
Moradi, Ashkan;
Abrahamsen, Bendik Skarre;
Elschot, Mattijs.
(2025)
FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation Using Multi-modal Images.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Yakar, Derya;
Geerdink, Jeroen;
Huisman, Hendrik Johannes.
(2024)
Federated learning for prostate cancer detection in biparametric MRI: optimization of rounds, epochs, and aggregation strategy.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Formidling
2025
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Vitenskapelig foredragMoradi, Ashkan; Abrahamsen, Bendik Skarre; Geerdink, Jeroen; Yakar, Derya; Huisman, Henkjan; Bathen, Tone Frost. (2025) Beyond the Sandbox: Real-World Federated Learning for MRI Prostate Cancer Detection. The British Machine Vision Conference (BMVC) , Sheffield 2025-11-23 - 2025-11-27
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PosterNagaraju, Sachin Dudda; Moradi, Ashkan; Abrahamsen, Bendik Skarre; Elschot, Mattijs. (2025) Multimodal Federated Learning for Multi-Organ Segmentation using Domain Generalization. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, , Copenhagen 2025-07-13 - 2025-07-16
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PosterMoradi, Ashkan; Zerka, Fadila; Bosma, Joeran S.; Yakar, Derya; Geerdink, Jeroen; Huisman, Henkjan. (2025) Federated Learning for Prostate Cancer Detection in Biparametric MRI. Flower AI Summit 2025 , London 2025-03-26 - 2025-03-27
2023
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PosterMoradi, Ashkan. (2023) Federated Learning for Privacy-Aware Prostate Cancer Detection in Biparametric MRI. PRESIMAL research school Artificial Intelligence Methods in Medical Imaging , Tromsø 2023-09-15 -
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PosterMoradi, Ashkan. (2023) Secured Prostate Cancer Detection with Biparametric MRI Data Federation. A Healthy Future by NTNU Health , Trondheim 2023-10-05 -
2022
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Vitenskapelig foredragGogineni, Vinay Chakravarthi; Moradi, Ashkan; Venkategowda, Naveen Kumar Dasanadoddi; Werner, Stefan. (2022) Communication-efficient and privacy-aware distributed LMS algorithm. International Conference on Information Fusion , Linköping, Sweden 2022-07-04 - 2022-07-07
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Faglig foredragMoradi, Ashkan; Venkategowda, Naveen Kumar Dasanadoddi; Talebi, Sayedpouria; Werner, Stefan. (2022) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. 55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021) , Virtual conference 2021-10-31 - 2021-11-03
2019
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Faglig foredragMoradi, Ashkan; Venkategowda, Naveen Kumar Dasanadoddi; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2019-12-15 - 2019-12-18