ME
Metin Ertas
cs.CVeess.IVcs.AIAlgorithmsBreastDeep learningFew-view imagingGradient reinforcementImage Processing, Computer-AssistedImage reconstruction
On Valency
published · living versionsW_p6gh82az·v1 · currentpublished
Measurement-Aware Multimodal LLM for No-Reference Low-Dose CT Quality Assessment
with Kerem Basim, Tolga Demiroglu, Mehmet Ozan Unal, Isa Yildirim
1 version
W_stttjpgm·v1published
Preprints & journals
13 papers in the corpus · 2013–2025Deep Unfolded BM3D: Unrolling Non-local Collaborative Filtering into a Trainable Neural Network2511.12248v1 · Kerem Basim, Mehmet Ozan Unal, Metin Ertas et al.2025 · 0 citationsarXiv
Prompt-Conditioned FiLM and Multi-Scale Fusion on MedSigLIP for Low-Dose CT Quality Assessment2511.12256v1 · Tolga Demiroglu, Mehmet Ozan Unal, Metin Ertas et al.2025 · 0 citationsarXiv
Learnable Total Variation with Lambda Mapping for Low-Dose CT Denoising2511.10500v3 · Yusuf Talha Basak, Mehmet Ozan Unal, Metin Ertas et al.2025 · 0 citations2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)
Task-Adaptive Low-Dose CT Reconstruction2511.07094v1 · Necati Sefercioglu, Mehmet Ozan Unal, Metin Ertas et al.2025 · 0 citationsarXiv
LMM-IQA: Image Quality Assessment for Low-Dose CT Imaging2511.07298v1 · Kagan Celik, Mehmet Ozan Unal, Metin Ertas et al.2025 · 0 citationsarXiv
Maximum-A-Posteriori Estimation of Retinal Oxygen Tension Based on Photon Counting Statistics.38324445 · Gunay, Gokhan, Ertas, Metin, Yildirim, Isa2024 · 0 citationsIEEE transactions on bio-medical engineering. 2024;71(7):2163-2169
Proj2Proj: self-supervised low-dose CT reconstruction.38435612 · Unal, Mehmet Ozan, Ertas, Metin, Yildirim, Isa2024 · 13 citationsPeerJ. Computer science. 2024;10:e1849
A nonlinear total variation based computed tomography (CT) image reconstruction method using gradient reinforcement.38213770 · Ertas, Metin2024 · 2 citationsPeerJ. 2024;12:e16715
An Unsupervised Reconstruction Method For Low-Dose CT Using Deep Generative Regularization Prior2012.06448v3 · Mehmet Ozan Unal, Metin Ertas, Isa Yildirim2020 · 27 citationsBiomedical Signal Processing and Control 75 (2022) 103598
Self-Supervised Training For Low Dose CT Reconstruction2010.13232v3 · Mehmet Ozan Unal, Metin Ertas, Isa Yildirim2020 · 15 citations2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
Iterative image reconstruction using non-local means with total variation from insufficient projection data.26890898 · Ertas, Metin, Yildirim, Isa, Kamasak, Mustafa et al.2016 · 14 citationsJournal of X-ray science and technology. 2016;24(1):1-8
An iterative tomosynthesis reconstruction using total variation combined with non-local means filtering.24886602 · Ertas, Metin, Yildirim, Isa, Kamasak, Mustafa et al.2014 · 29 citationsBiomedical engineering online. 2014;13:65
Digital breast tomosynthesis image reconstruction using 2D and 3D total variation minimization.24172584 · Ertas, Metin, Yildirim, Isa, Kamasak, Mustafa et al.2014 · 46 citationsBiomedical engineering online. 2013;12:112
Career total: 30 works. 13 are in this corpus.
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