Essentials of a Robust Deep Learning System for Diabetic Retinopathy Screening: A Systematic Literature Review by Aan Chu, David Squirrell, Andelka M. Phillips, Ehsan Vaghefi

“…It is concluded that deep learning algorithms in the context of diabetic retinopathy screening have reported impressive results. …”
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Activation of Melanocortin Receptors MC1 and MC5 Attenuates Retinal Damage in Experimental Diabetic Retinopathy by S. Rossi, R. Maisto, C. Gesualdo, M. C. Trotta, F. Ferraraccio, M. K. Kaneva, S. J. Getting, E. Surace, F. Testa, F. Simonelli, P. Grieco, F. Merlino, M. Perretti, M. D’Amico, C. Di Filippo

“…We hypothesize that melanocortin receptors (MC) could activate tissue protective circuit in a model of streptozotocin- (STZ-) induced diabetic retinopathy (DR) in mice. At 12–16 weeks after diabetes induction, fluorescein angiography (FAG) revealed an approximate incidence of 80% microvascular changes, typical of DR, in the animals, without signs of vascular leakage. …”
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Dendrobium chrysotoxum Lindl. Alleviates Diabetic Retinopathy by Preventing Retinal Inflammation and Tight Junction Protein Decrease by Zengyang Yu, Chenyuan Gong, Bin Lu, Li Yang, Yuchen Sheng, Lili Ji, Zhengtao Wang

“…Diabetic retinopathy (DR) is a serious complication of diabetes mellitus. …”
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Diabetic Retinopathy Is a Predictor of Progression of Diabetic Kidney Disease: A Systematic Review and Meta-Analysis by Mansi Gupta, Indu Ramachandra Rao, Shankar Prasad Nagaraju, Sulatha V. Bhandary, Jayanti Gupta, Ganesh T. C. Babu

“…This systematic review and meta-analysis aimed to assess the predictive value of diabetic retinopathy (DR) for progression of diabetic kidney disease (DKD). …”
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Regional variation of risk factors among diabetic retinopathy patients in India: Findings from the INDO EYE study by Gopal S Pillai, Bibhuti Prassan Sinha, C. S. Sheeba, Manabjyoti Barman, Alok Sen, Natarajan Sundaram, Merin Dickson, Ashid Salim, Geethu Paul, Deepthi Geetha KrishnanNair, Manjisa Choudhury, Aniket Kumar, Poonam Jangidm, Anjana Abhilash

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The endocannabinoid system and ophthalmic pathologies: a review of molecular mechanisms and its implications for clinical practice by Tomasz Charytoniuk, Stanisław Półjanowski, Mateusz Michalak, Karolina Kaźmierczak, Bartłomiej Kałużny

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Knowledge, attitude and predictors of diabetic retinopathy screening among patients with type 2 diabetes in Nairobi County, Kenya by Lagatt C Faith, Harun Kimani

Subjects: “…Attitude; diabetes complications; diabetes mellitus; diabetic retinopathy; Kenya; knowledge.…”
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QuantumNet: An enhanced diabetic retinopathy detection model using classical deep learning-quantum transfer learning by Manish Bali, Ved Prakash Mishra, Anuradha Yenkikar, Diptee Chikmurge

Subjects: “…Hybrid Deep Learning-Quantum Transfer Learning for Diabetic Retinopathy Detection…”
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Genetic context modulates aging and degeneration in the murine retina by Olivia J. Marola, Michael MacLean, Travis L. Cossette, Cory A. Diemler, Amanda A. Hewes, Alaina M. Reagan, Jonathan Nyandu Kanyinda, Daniel A. Skelly, Gareth R. Howell

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Influence of Age at Diagnosis and Time-Dependent Risk Factors on the Development of Diabetic Retinopathy in Patients with Type 1 Diabetes by Luis Forga, María José Goñi, Berta Ibáñez, Koldo Cambra, Marta García-Mouriz, Ana Iriarte

“…To determine the influence of age at onset of type 1 diabetes and of traditional vascular risk factors on the development of diabetic retinopathy, in a cohort of patients who have been followed up after onset. …”
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Diabetic Retinopathy Detection Using Local Extrema Quantized Haralick Features with Long Short-Term Memory Network by Abubakar M. Ashir, Salisu Ibrahim, Mohammed Abdulghani, Abdullahi Abdu Ibrahim, Mohammed S. Anwar

“…Diabetic retinopathy is one of the leading diseases affecting eyes. …”
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Danhong Huayu Koufuye Prevents Diabetic Retinopathy in Streptozotocin-Induced Diabetic Rats via Antioxidation and Anti-Inflammation by Wenpei Chen, Xiaolan Yao, Chenghao Zhou, Ziyang Zhang, Gang Gui, Baoqin Lin

“…We previously reported that DHK prevented diabetic retinopathy (DR) in rats. Moreover, we found that it protected endothelial cells from hyperglycemia-induced apoptosis through antioxidation and anti-inflammation. …”
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Impact of Topical Nepafenac on Macular Thickness after Phacoemulsification with Intraocular Lens Implantation in Patients without Diabetic Retinopathy by Arooj Amjad, Muhammad Shaheer, Hassan Tariq, Ammarah Rasheed Arooj Amjad, Muhammad Shaheer, Hassan Tariq, Ammarah Rasheed

“… Objective: To study the effect of post-operative Non-Steroidal Anti-inflammatory (NSAID) eye drops on macular thickness in patients without diabetic retinopathy measured by Optical Coherence Tomography (OCT) after cataract surgery. …”
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Hyperreflective Intraretinal Spots in Diabetics without and with Nonproliferative Diabetic Retinopathy: An In Vivo Study Using Spectral Domain OCT by Stela Vujosevic, Silvia Bini, Giulia Midena, Marianna Berton, Elisabetta Pilotto, Edoardo Midena

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Inhibition of Aberrant IGF-I Signaling in Diabetic Male Rat Retina Prevents and Reverses Changes of Diabetic Retinopathy by Gang Xi, Christine Wai, David Clemmons

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Effect of Hemodialysis on Retinal Thickness in Patients with Diabetic Retinopathy, with and without Macular Edema, Using Optical Coherence Tomography by Nur Azem, Oriel Spierer, Meital Shaked, Meira Neudorfer

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Clinical Comparative Study of Intravitreal Injection of Triamcinolone Acetonide and Aflibercept in the Treatment of Diabetic Retinopathy Cystoid Macular Edema by Yanxia Zhu, Jun Li, Songping Yu, Bangxun Mao, Jia Ying

“…Objective To compare the curative effect of intravitreal injection of triamcinolone acetonide and aflibercept on diabetic retinopathy (DR) cystoid macular edema. Methods A total of 102 patients with DR cystoid macular edema admitted to the hospital were enrolled between July 2018 and July 2021. …”
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Associations between Macular OCT Angiography and Nonproliferative Diabetic Retinopathy in Young Patients with Type 1 Diabetes Mellitus by Nina C. B. B. Veiby, Aida Simeunovic, Martin Heier, Cathrine Brunborg, Naila Saddique, Morten C. Moe, Knut Dahl-Jørgensen, Hanna D. Margeirsdottir, Goran Petrovski

“…Optical coherence tomography angiography (OCTA) is increasingly used to supplement ophthalmoscopy in the diagnosis and follow-up of diabetic retinopathy. Our objective was to confirm if OCTA parameters can predict the development of nonproliferative diabetic retinopathy (NPDR) and to clarify if any single OCTA parameter is associated with NPDR independently of well-known risk factors in young type 1 diabetes (T1D) patients. …”
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Modeling a Telemedicine Screening Program for Diabetic Retinopathy in Iran and Implementing a Pilot Project in Tehran Suburb by Sare Safi, Hamid Ahmadieh, Marzieh Katibeh, Mehdi Yaseri, Homayoun Nikkhah, Saeed Karimi, Ramin Nourinia, Ali Tivay, Mohammad Zareinejad, Mohsen Azarmina, Alireza Ramezani, Siamak Moradian, Mohammad Hossein Dehghan, Narsis Daftarian, Davood Abbasi, Afshin Eshghi Fallah, Bahareh Kheiri

“…To model a community-based telescreening program for diabetic retinopathy (DR) in Iran and to implement a pilot project at the Iranian Diabetes Society (IDS) branch in a Tehran suburb. …”
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Pronerve Growth Factor Induces Angiogenesis via Activation of TrkA: Possible Role in Proliferative Diabetic Retinopathy by Sally L. Elshaer, Mohammed A. Abdelsaid, Ahmad Al-Azayzih, Parag Kumar, Suraporn Matragoon, Julian J. Nussbaum, Azza B. El-Remessy

“…Proliferative diabetic retinopathy (PDR) is the leading cause of blindness in working age Americans. …”
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