Sohrab Ferdowsi

48 papers B 4Misc 5Journal 19Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning. CoRR Félicien Hêche, Sohrab Ferdowsi, Anthony Yazdani, Sara Sansaloni-Pastor, Douglas Teodoro
2025	—	`conf`	DS4DH Group at ImageCLEFmedical Caption 2025. CLEF (Working Notes) Jiawei He, Sohrab Ferdowsi, Weibo Feng, Fernando Alves, Alexandra Platon, Douglas Teodoro
2024	J	`jnl`	PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. J. Biomed. Informatics Isaac Shiri, Behrooz Razeghi, Sohrab Ferdowsi, Yazdan Salimi, Deniz Gündüz, Douglas Teodoro, Slava Voloshynovskiy, Habib Zaidi
2023	J	`jnl`	Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective study. Patterns Sohrab Ferdowsi, Julien Knafou, Nikolay Borissov, David Vicente Alvarez, Rahul Mishra, Poorya Amini, Douglas Teodoro
2023	J	`jnl`	Multi-institutional PET/CT image segmentation using federated deep transformer learning. Comput. Methods Programs Biomed. Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, Peter Boor, Deniz Gündüz, Slava Voloshynovskiy, Habib Zaidi
2022	Misc	`conf`	Compressed Data Sharing Based On Information Bottleneck Model. ICASSP Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy
2022	B	`conf`	On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural Networks. AIME Sohrab Ferdowsi, Jenny Copara, Racha Gouareb, Nikolay Borissov, Fernando Jaume-Santero, Poorya Amini, Douglas Teodoro
2022	J	`jnl`	Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and Robustness. J. Digit. Imaging Amirhossein Sanaat, Isaac Shiri, Sohrab Ferdowsi, Hossein Arabi, Habib Zaidi
2022	—	`conf`	Vessel Destination Prediction Using a Graph-Based Machine Learning Model. NetSci-X Racha Gouareb, Francois Can, Sohrab Ferdowsi, Douglas Teodoro
2021	—	`conf`	Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. EMNLP (1) Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
2021	J	`jnl`	Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. CoRR Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
2021	J	`jnl`	DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinograms. NeuroImage Amirhossein Sanaat, Hossein Shooli, Sohrab Ferdowsi, Isaac Shiri, Hossein Arabi, Habib Zaidi
2021	J	`jnl`	Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation. CoRR Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
2021	Misc	`conf`	Privacy-Preserving near Neighbor Search via Sparse Coding with Ambiguation. ICASSP Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
2021	J	`jnl`	Vaccine Development in the Time of COVID-19: The Relevance of the Risklick AI to Assist in Risk Assessment and Optimize Performance. Frontiers Digit. Health Quentin Haas, Nikolay Borisov, David Vicente Alvarez, Sohrab Ferdowsi, Leonhard von Mayenn, Douglas Teodoro, Poorya Amini
2020	Misc	`conf`	Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups. ICASSP Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
2020	J	`jnl`	Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups. CoRR Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
2020	—	`conf`	SIB Text Mining at TREC 2020 Deep Learning Track. TREC Julien Knafou, Matthew Jeffryes, Sohrab Ferdowsi, Patrick Ruch
2019	J	`jnl`	Learning to compress and search visual data in large-scale systems. CoRR Sohrab Ferdowsi
2019	J	`jnl`	ρ-VAE: Autoregressive parametrization of the VAE encoder. CoRR Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy
2018	—	`conf`	Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor. EUSIPCO Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
2018	—	`conf`	Learning Discrimination Specific, Self-Collaborative and Nonlinear Model. ICBK Dimche Kostadinov, Behrooz Razeghi, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi
2018	—	`conf`	Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions. EUVIP Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
2018	—	`—`	Learning to compress and search visual data in large-scale systems. Sohrab Ferdowsi
2018	J	`jnl`	Network Learning with Local Propagation. CoRR Dimche Kostadinov, Behrooz Razeghi, Sohrab Ferdowsi, Slava Voloshynovskiy
2018	—	`conf`	Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. EUSIPCO Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
2018	J	`jnl`	Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. CoRR Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
2018	—	`conf`	Vector Compression for Similarity Search Using Multi-Layer Sparse Ternary Codes. DSW Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
2017	J	`jnl`	A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising. CoRR Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
2017	B	`conf`	A multi-layer image representation using regularized residual quantization: Application to compression and denoising. ICIP Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
2017	J	`jnl`	A multi-layer network based on Sparse Ternary Codes for universal vector compression. CoRR Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
2017	—	`conf`	Joint learning of local fingerprint and content modulation. EUSIPCO Dimche Kostadinov, Slava Voloshynovskiy, Sohrab Ferdowsi
2017	J	`jnl`	Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. CoRR Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
2017	J	`jnl`	Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
2017	B	`conf`	Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
2016	—	`conf`	Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
2016	B	`conf`	Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak
2015	Misc	`conf`	Mobile Fuzzy System for Detecting Loss of Consciousness and Epileptic Seizure. ICAISC Pawel Staszewski, Piotr Woldan, Sohrab Ferdowsi
2015	—	`conf`	Secure Representation of Images Using Multi-layer Compression. ICAISC (1) Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer
2015	Misc	`conf`	Software Framework for Modular Machine Learning Systems. ICAISC Marcin Korytkowski, Magdalena Scherer, Sohrab Ferdowsi
2015	J	`jnl`	Sparse Multi-layer Image Approximation: Facial Image Compression. CoRR Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
2015	—	`conf`	Supervised Transform Learning for Face Recognition. ICAISC (1) Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
2015	—	`conf`	Vector quantization with constrained likelihood for face recognition. EUSIPCO Dimche Kostadinov, Sviatoslav Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi
2014	—	`conf`	Content identification: binary content fingerprinting versus binary content encoding. Media Watermarking, Security, and Forensics Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
2014	—	`conf`	Multi-class Classification: A Coding Based Space Partitioning. ICAISC (2) Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Marcin Gabryel, Marcin Korytkowski
2014	—	`conf`	Novel Algorithm for Translation from Image Content to Semantic Form. ICAISC (1) Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi
2014	—	`conf`	Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects. ICAISC (2) Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
2014	—	`conf`	Robust human face recognition based on locality preserving sparse over complete block approximation. Media Watermarking, Security, and Forensics Dimche Kostadinov, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi