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Research
Latest papers
AI-Assisted identification of sex-specific patterns in diabetic retinopathy using retinal fundus images.
PloS one · 2025
Latest funding
- $100,000
Harnessing artificial intelligence (AI) to investigate sex and gender differences in diabetic retinopathy
CIHR · 2025 · Co-investigator
- $74,000
Mathematical problems in analysis, processing, and use of deep neural networks in signal processing
NSERC · 2023 · Principal investigator
- $3,461,244
Pacific Institute for the Mathematical Sciences
NSERC · 2022 · Principal investigator
1 publications.
AI-Assisted identification of sex-specific patterns in diabetic retinopathy using retinal fundus images.
Delavari P, Ozturan G, Navajas EV, Yilmaz O, Oruc I
Harnessing artificial intelligence (AI) to investigate sex and gender differences in diabetic retinopathy
Principal investigators: Oruc, Ipek
Keywords: Artificial Intelligence; Convolutional Neural Networks; Explainable Ai; Ophthalmology; Retinal Biomarkers; Retinal Imaging; Sex And Gender Differences
Mathematical problems in analysis, processing, and use of deep neural networks in signal processing
Principal investigators: Yilmaz, Ozgur
Keywords: compressed sensing; quantization; inverse problems; compression; denoising; signal modeling; deep generative models
Pacific Institute for the Mathematical Sciences
Principal investigators: Yilmaz, Ozgur OY
Keywords: applied mathematics; collaborative research groups; highly qualified personnel; international collaboration; probability; pure mathematics; research network; statistics
Compressed sensing and related areas: bridging theory with practice
Principal investigators: Yilmaz, Ozgur
Quantization, frames, and compressed sensing
Principal investigators: Yilmaz, Ozgur
Quantization, frames and compressed sensing
Principal investigators: Yilmaz, Ozgur
Dynamic Nonlinear Optimization for Imaging in Seismic Exploration (DNOISE)
Principal investigators: Herrmann, Felix
Approximation theory of quantization of redundant expansions
Principal investigators: Yilmaz, Ozgur
Dynamic non-linear optimization for imaging in seismic exploration (DNOISE)
Principal investigators: Herrmann, Felix
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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