Search Results - "Asani, Ben"

Self-supervised retinal thickness prediction enables deep learning from unlabelled data to boost classification of diabetic retinopathy by Holmberg, Olle G., Köhler, Niklas D., Martins, Thiago, Siedlecki, Jakob, Herold, Tina, Keidel, Leonie, Asani, Ben, Schiefelbein, Johannes, Priglinger, Siegfried, Kortuem, Karsten U., Theis, Fabian J.

“…Access to large, annotated samples represents a considerable challenge for training accurate deep-learning models in medical imaging. Although at present…”
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Reconstructing disease dynamics for mechanistic insights and clinical benefit by Frishberg, Amit, Milman, Neta, Alpert, Ayelet, Spitzer, Hannah, Asani, Ben, Schiefelbein, Johannes B., Bakin, Evgeny, Regev-Berman, Karen, Priglinger, Siegfried G., Schultze, Joachim L., Theis, Fabian J., Shen-Orr, Shai S.

“…Diseases change over time, both phenotypically and in their underlying molecular processes. Though understanding disease progression dynamics is critical for…”
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Anti-angiogenic properties of rapamycin on human retinal pericytes in an in vitro model of neovascular AMD via inhibition of the mTOR pathway by Asani, Ben, Siedlecki, Jakob, Wertheimer, Christian, Liegl, Raffael, Wolf, Armin, Ohlmann, Andreas, Priglinger, Siegfried, Priglinger, Claudia

“…Choroidal neovascularizations (CNV) are partially stabilized through a coverage of pericytes leading to a partial anti-VEGF resistence. Drugs licensed for…”
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3D Heads-Up Display vs. Standard Operating Microscope Vitrectomy for Rhegmatogenous Retinal Detachment by Asani, Ben, Siedlecki, Jakob, Schworm, Benedikt, Mayer, Wolfgang J, Kreutzer, Thomas C, Luft, Nikolaus, Priglinger, Siegfried G

“…To assess the efficacy and outcomes of 23-gauge vitreoretinal surgery for rhegmatogenous retinal detachment using a three-dimensional heads-up display (3D HUD)…”
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Optical coherence tomography-based misdiagnosis and morphological distinction in pachychoroid neovasculopathy vs. polypoidal choroidal vasculopathy by Siedlecki, Jakob, Klaas, Julian, Keidel, Leonie, Asani, Ben, Schiefelbein, Johannes, Knebel, Dominik, Luft, Nikolaus, Priglinger, Siegfried G., Schworm, Benedikt

“…Purpose To evaluate the rate of misdiagnosis of aneurysmatic pachychoroid type 1 choroidal neovascularization/polypoidal choroidal vasculopathy (PAT1/PCV)…”
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Evaluation of OCT biomarker changes in treatment-naive neovascular AMD using a deep semantic segmentation algorithm by Asani, Ben, Holmberg, Olle, Schiefelbein, Johannes B., Hafner, Michael, Herold, Tina, Spitzer, Hannah, Siedlecki, Jakob, Kern, Christoph, Kortuem, Karsten U., Frishberg, Amit, Theis, Fabian J., Priglinger, Siegfried G.

“…Objectives To determine real-life quantitative changes in OCT biomarkers in a large set of treatment naive patients in a real-life setting undergoing anti-VEGF…”
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Combined VEGF/PDGF inhibition using axitinib induces αSMA expression and a pro-fibrotic phenotype in human pericytes by Siedlecki, Jakob, Asani, Ben, Wertheimer, Christian, Hillenmayer, Anna, Ohlmann, Andreas, Priglinger, Claudia, Priglinger, Siegfried, Wolf, Armin, Eibl-Lindner, Kirsten

“…Purpose Large trials on anti-VEGF/PDGF (vascular endothelial/platelet-derived growth factor) combination therapy have been established to improve management of…”
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Wie künstliche Intelligenz in der Augenheilkunde Fuß fasst by Schiefelbein, Johannes, Priglinger, Siegfried Georg, Asani, Ben

“…Durch diese Algorithmen sind Computer in der Lage, automatisch Erkenntnisse aus den umfangreichen Datensätzen zu gewinnen, Muster zu erkennen und Vorhersagen…”
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Noise transfer for unsupervised domain adaptation of retinal OCT images by Koch, Valentin, Holmberg, Olle, Spitzer, Hannah, Schiefelbein, Johannes, Asani, Ben, Hafner, Michael, Theis, Fabian J

“…Optical coherence tomography (OCT) imaging from different camera devices causes challenging domain shifts and can cause a severe drop in accuracy for machine…”
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