IY
Isa Yildirim
cs.CVeess.IVAlgorithmscs.AIImaging, Three-Dimensional3D total variationalgebraic reconstruction techniqueBreastCell EngineeringDeep learning
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, Metin Ertas
1 version
W_stttjpgm·v1published
Preprints & journals
23 papers in the corpus · 2007–2026Vector-Driven Projection and Backprojection.42525469 · Turker, Ismail Melik, Yildirim, Isa2026 · 0 citationsMedical physics. 2026;53(8):e70581
Deep 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
3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions2105.14130v2 · Doga Gunduzalp, Batuhan Cengiz, Mehmet Ozan Unal et al.2021 · 3 citationsarXiv
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)
A miniaturized optical tomography platform for volumetric imaging of engineered living systems.30657153 · Polat, Adem, Hassan, Shabir, Yildirim, Isa et al.2019 · 17 citationsLab on a chip. 2019;19(4):550-561
An iterative reconstruction algorithm for digital breast tomosynthesis imaging using real data at three radiation doses.29504549 · Polat, Adem, Yildirim, Isa2018 · 11 citationsJournal of X-ray science and technology. 2018;26(3):347-360
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
3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization.25571377 · Seyyedi, Saeed, Yildirim, Isa2015 · 5 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2014;2014:6052-5
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
A fast regularized least-squares method for retinal vascular oxygen tension estimation using a phosphorescence lifetime imaging model.24131515 · Gunay, Gokhan, Yildirim, Isa2014 · 1 citationBiomedical engineering online. 2013;12:106
Direct regularized estimation of retinal vascular oxygen tension based on an experimental model.23732915 · Yildirim, Isa, Ansari, Rashid, Samil Yetik, I et al.2014 · 1 citationAnnals of biomedical engineering. 2013;41(11):2285-95
An object-oriented simulator for 3D digital breast tomosynthesis imaging system.24371468 · Seyyedi, Saeed, Cengiz, Kubra, Kamasak, Mustafa et al.2014 · 7 citationsComputational and mathematical methods in medicine. 2013;2013:250689
Regularized estimation of retinal vascular oxygen tension from phosphorescence images.19389690 · Yildirim, Isa, Ansari, Rashid, Wanek, Justin et al.2009 · 7 citationsIEEE transactions on bio-medical engineering. 2009;56(8):1989-95
Automated respiratory phase and onset detection using only chest sound signal.19163230 · Yildirim, Isa, Ansari, Rashid, Moussavi, Zahra2009 · 15 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2008;2008:2578-81
A robust method to estimate time split in second heart sound using instantaneous frequency analysis.18002342 · Yildirim, Isa, Ansari, Rashid2008 · 13 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2007;2007:1855-8
Career total: 56 works. 23 are in this corpus.
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