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  1. Article ; Online: Unilateral Optic Nerve Diffusion Restriction After Sinus Surgery Secondary to Central Retinal Artery Occlusion: Case Report and Literature Review.

    Parikh, Parth P / Harahsheh, Ehab Y / Dumitrascu, Oana M

    The neurologist

    2023  Volume 28, Issue 1, Page(s) 46–48

    Abstract: Introduction: Permanent perioperative vision loss is caused by ischemic optic neuropathy (ION) or central retinal artery occlusion (CRAO). Whereas diffusion restriction of the optic nerve (ON) on brain magnetic resonance imaging has been previously ... ...

    Abstract Introduction: Permanent perioperative vision loss is caused by ischemic optic neuropathy (ION) or central retinal artery occlusion (CRAO). Whereas diffusion restriction of the optic nerve (ON) on brain magnetic resonance imaging has been previously reported in perioperative posterior ION (PION), there are no reports of ON diffusion restriction in patients diagnosed with acute perioperative CRAO. We present a case of perioperative CRAO to highlight this neuroimaging finding for neuroradiologists and neurologists.
    Case report: A 71-year-old male without vascular risk factors underwent maxillary bilateral antrostomy and septoplasty for chronic sinusitis. Twenty to thirty minutes upon awakening, he complained of painless left eye vision loss. Ophthalmoscopic examination showed retinal whitening, segmented arterioles, and hyperemic disc. Brain MR-diffusion weighted imaging/apparent diffusion coefficient revealed ON diffusion restriction in the proximal segment. Despite attempted reperfusion, left eye remained with no light perception at 6 months. Patients undergoing nonocular surgeries who develop perioperative vision loss related to PION may exhibit ON diffusion restriction but usually have normal ophthalmoscopic findings. CRAO shows retinal whitening, edema, segmentation of arterioles, and cherry red spot on ophthalmoscopy. A recent study reported that ON diffusion restriction in nonperioperative CRAO cases has a sensitivity and specificity of 55% and 70% to 100%. Here, PION was initially considered based on imaging. However, given the neuro-ophthalmic findings, a proximal embolus in the central retinal artery, obstructing its entrance into the proximal ON was deemed more likely.
    Conclusion: We highlight that proximal ON diffusion restriction on brain magnetic resonance imaging can be diagnostic of proximal thromboembolic CRAO. Future studies should evaluate the diagnostic utility and accuracy of MR-diffusion weighted imaging/apparent diffusion coefficient in perioperative visual loss.
    MeSH term(s) Male ; Humans ; Aged ; Retinal Artery Occlusion/etiology ; Retina ; Optic Nerve ; Retinal Artery ; Optic Neuropathy, Ischemic/complications ; Blindness/complications
    Language English
    Publishing date 2023-01-01
    Publishing country United States
    Document type Review ; Case Reports ; Journal Article
    ZDB-ID 1361380-7
    ISSN 2331-2637 ; 1074-7931
    ISSN (online) 2331-2637
    ISSN 1074-7931
    DOI 10.1097/NRL.0000000000000433
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Thrombolysis for central retinal artery occlusion: An individual participant-level meta-analysis.

    Shahjouei, Shima / Bavarsad Shahripour, Reza / Dumitrascu, Oana M

    International journal of stroke : official journal of the International Stroke Society

    2023  Volume 19, Issue 1, Page(s) 29–39

    Abstract: Background: Whether thrombolysis improves outcomes in non-arteritic central retinal artery occlusion (naCRAO) is uncertain. We aimed to evaluate the rate of visual recovery after intra-venous thrombolysis (IVT) or intra-arterial thrombolysis (IAT) ... ...

    Abstract Background: Whether thrombolysis improves outcomes in non-arteritic central retinal artery occlusion (naCRAO) is uncertain. We aimed to evaluate the rate of visual recovery after intra-venous thrombolysis (IVT) or intra-arterial thrombolysis (IAT) administration of tissue plasminogen activator (tPA) or urokinase among patients with naCRAO and explore the parameters affecting the final visual acuity (VA).
    Aim: We systematically searched six databases. Logarithm of the minimum angle of resolution (logMAR) and VA of ⩾20/100 were used to quantify visual recovery. To explore the role of other factors on visual recovery, we defined two models for studies with aggregated data (designs 1 and 2) and 16 models for individual participant data (IPD, models 1-16).
    Summary of review: We included data from 771 patients out of 72 publications in nine languages. Visual improvement for ⩾0.3 logMAR was reported in 74.3% of patients who received IVT-tPA within 4.5 h (CI: 60.9-86.0%; unadjusted rate: 73.2%) and 60.0% of those who received IAT-tPA within 24 h (CI: 49.1-70.5%; unadjusted rate: 59.6%). VA of ⩾20/100 was observed among 39.0% of patients after IVT-tPA within 4.5 h and 21.9% of those with IAT-tPA within 24 h. IPD models highlighted the association between improved visual outcomes and VA at presentation, at least 2 weeks follow-up before reporting the final VA, antiplatelet therapy, and shorter symptom onset to thrombolysis window.
    Conclusion: Early thrombolytic therapy with tPA is associated with enhanced visual recovery in naCRAO. Future studies should refine the optimum time window for thrombolysis in naCRAO.
    MeSH term(s) Humans ; Tissue Plasminogen Activator/therapeutic use ; Stroke/drug therapy ; Fibrinolytic Agents/therapeutic use ; Thrombolytic Therapy ; Retinal Artery Occlusion/drug therapy ; Treatment Outcome
    Chemical Substances Tissue Plasminogen Activator (EC 3.4.21.68) ; Fibrinolytic Agents
    Language English
    Publishing date 2023-07-27
    Publishing country United States
    Document type Systematic Review ; Meta-Analysis ; Journal Article ; Review
    ZDB-ID 2303728-3
    ISSN 1747-4949 ; 1747-4930
    ISSN (online) 1747-4949
    ISSN 1747-4930
    DOI 10.1177/17474930231189352
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article ; Online: Clinical Machine Learning Modeling Studies: Methodology and Data Reporting.

    Dumitrascu, Oana M / Wang, Yalin / Chen, John J

    Journal of neuro-ophthalmology : the official journal of the North American Neuro-Ophthalmology Society

    2022  Volume 42, Issue 2, Page(s) 145–148

    MeSH term(s) Humans ; Machine Learning ; Research Design
    Language English
    Publishing date 2022-04-19
    Publishing country United States
    Document type Journal Article
    ZDB-ID 1189901-3
    ISSN 1536-5166 ; 1070-8022
    ISSN (online) 1536-5166
    ISSN 1070-8022
    DOI 10.1097/WNO.0000000000001605
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article: Thrombolytic Therapy for Central Retinal Artery Occlusion in an Academic Multi-Site Stroke Centre.

    Alhayek, Nour / Sobczak, Jacob M / Vanood, Aimen / O'Carroll, Cumara B / Demaerschalk, Bart M / Chen, John / Dumitrascu, Oana M

    Neuro-ophthalmology (Aeolus Press)

    2024  Volume 48, Issue 2, Page(s) 111–121

    Abstract: Central retinal artery occlusion (CRAO) is a subtype of acute ischaemic stroke leading to severe visual loss. A recent American Heart Association scientific statement proposed time-windows for thrombolysis in CRAO similar to acute ischaemic cerebral ... ...

    Abstract Central retinal artery occlusion (CRAO) is a subtype of acute ischaemic stroke leading to severe visual loss. A recent American Heart Association scientific statement proposed time-windows for thrombolysis in CRAO similar to acute ischaemic cerebral strokes. We aimed to review our academic multi-site stroke centre experience with intravenous (IVT) and intra-arterial thrombolysis (IAT) in CRAO between 1997 and 2022. Demographic, clinical characteristics, thrombolysis timeline, concurrent therapies, complications, and 3-month follow-up visual acuity (VA) were collected. The thrombolysed cohort follow-up VA was compared with an age, gender and baseline VA matched cohort of CRAO patients that received conservative therapies. Thrombolytic therapy was administered to 3.55% (
    Language English
    Publishing date 2024-01-04
    Publishing country England
    Document type Journal Article
    ZDB-ID 604820-1
    ISSN 1744-506X ; 0165-8107
    ISSN (online) 1744-506X
    ISSN 0165-8107
    DOI 10.1080/01658107.2023.2290536
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Article: OPTIMAL TRANSPORT GUIDED UNSUPERVISED LEARNING FOR ENHANCING LOW-QUALITY RETINAL IMAGES.

    Zhu, Wenhui / Qiu, Peijie / Farazi, Mohammad / Nandakumar, Keshav / Dumitrascu, Oana M / Wang, Yalin

    Proceedings. IEEE International Symposium on Biomedical Imaging

    2023  Volume 2023

    Abstract: Real-world non-mydriatic retinal fundus photography is prone to artifacts, imperfections, and low-quality when certain ocular or systemic co-morbidities exist. Artifacts may result in inaccuracy or ambiguity in clinical diagnoses. In this paper, we ... ...

    Abstract Real-world non-mydriatic retinal fundus photography is prone to artifacts, imperfections, and low-quality when certain ocular or systemic co-morbidities exist. Artifacts may result in inaccuracy or ambiguity in clinical diagnoses. In this paper, we proposed a simple but effective end-to-end framework for enhancing poor-quality retinal fundus images. Leveraging the optimal transport theory, we proposed an unpaired image-to-image translation scheme for transporting low-quality images to their high-quality counterparts. We theoretically proved that a Generative Adversarial Networks (GAN) model with a generator and discriminator is sufficient for this task. Furthermore, to mitigate the inconsistency of information between the low-quality images and their enhancements, an information consistency mechanism was proposed to maximally maintain structural consistency (optical discs, blood vessels, lesions) between the source and enhanced domains. Extensive experiments were conducted on the EyeQ dataset to demonstrate the superiority of our proposed method perceptually and quantitatively.
    Language English
    Publishing date 2023-09-01
    Publishing country United States
    Document type Journal Article
    ISSN 1945-7928
    ISSN 1945-7928
    DOI 10.1109/isbi53787.2023.10230719
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article: Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation.

    Zhu, Wenhui / Qiu, Peijie / Lepore, Natasha / Dumitrascu, Oana M / Wang, Yalin

    Proceedings of SPIE--the International Society for Optical Engineering

    2023  Volume 12567

    Abstract: Lesion appearance is a crucial clue for medical providers to distinguish referable diabetic retinopathy (rDR) from non-referable DR. Most existing large-scale DR datasets contain only image-level labels rather than pixel-based annotations. This motivates ...

    Abstract Lesion appearance is a crucial clue for medical providers to distinguish referable diabetic retinopathy (rDR) from non-referable DR. Most existing large-scale DR datasets contain only image-level labels rather than pixel-based annotations. This motivates us to develop algorithms to classify rDR and segment lesions via image-level labels. This paper leverages self-supervised equivariant learning and attention-based multi-instance learning (MIL) to tackle this problem. MIL is an effective strategy to differentiate positive and negative instances, helping us discard background regions (negative instances) while localizing lesion regions (positive ones). However, MIL only provides coarse lesion localization and cannot distinguish lesions located across adjacent patches. Conversely, a self-supervised equivariant attention mechanism (SEAM) generates a segmentation-level class activation map (CAM) that can guide patch extraction of lesions more accurately. Our work aims at integrating both methods to improve rDR classification accuracy. We conduct extensive validation experiments on the Eyepacs dataset, achieving an area under the receiver operating characteristic curve (AU ROC) of 0.958, outperforming current state-of-the-art algorithms.
    Language English
    Publishing date 2023-03-06
    Publishing country United States
    Document type Journal Article
    ISSN 0277-786X
    ISSN 0277-786X
    DOI 10.1117/12.2669772
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article ; Online: Autoimmune encephalitis and paraneoplastic encephalitis: difficulties in diagnosis and management in the ICU.

    Agapie, Mihaela Livia / Borjog, Florin Tudor / Dumitraşcu, Clementina Oana / Prăjescu, Rareş / Popescu, Mihai / Orban, Carmen

    Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie

    2024  Volume 64, Issue 4, Page(s) 475–482

    Abstract: Autoimmune encephalitis (AIE) represents a category of relatively newly described neurological disorders associated with an increasing prevalence, a significant impact on the healthcare system, and a high rate of intensive care unit (ICU) admission. This ...

    Abstract Autoimmune encephalitis (AIE) represents a category of relatively newly described neurological disorders associated with an increasing prevalence, a significant impact on the healthcare system, and a high rate of intensive care unit (ICU) admission. This category of diseases often requires prompt treatment, even before a definitive diagnosis is established. In the ICU, patients present with nonspecific signs and symptoms for AIE, which pose challenges in both management and diagnosis. Patients frequently exhibit dysautonomia, severe physical and psychic agitation, as well as tremors and dyskinesia, all of which complicate the diagnosis. They are prone to developing infections, including ventilator-associated pneumonia, and issues related to difficult venous access and pressure ulcers. Early initiation of immunosuppressive treatment is necessary to improve patients' outcome. Through this article, we aimed to summarize current knowledge in terms of the difficulties in diagnosing and management of this pathology in the ICU, as well as the implications for the healthcare system in terms of human and financial resources.
    MeSH term(s) Humans ; Encephalitis/diagnosis ; Encephalitis/therapy ; Hashimoto Disease ; Intensive Care Units ; Autoimmune Diseases of the Nervous System
    Language English
    Publishing date 2024-01-07
    Publishing country Romania
    Document type Journal Article
    ZDB-ID 1062519-7
    ISSN 2066-8279 ; 1220-0522 ; 0035-4007
    ISSN (online) 2066-8279
    ISSN 1220-0522 ; 0035-4007
    DOI 10.47162/RJME.64.4.03
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: Telemedicine for Acute Monocular Visual Loss: A Retrospective Large Telestroke Network Experience.

    Dumitrascu, Oana M / English, Stephen / Alhayek, Nour / Pahl, Emily / Nord, Charisse / Vanderhye, Vanesa / O'Carroll, Cumara B / Demaerschalk, Bart M

    Telemedicine journal and e-health : the official journal of the American Telemedicine Association

    2023  Volume 29, Issue 11, Page(s) 1738–1743

    Abstract: Introduction: ...

    Abstract Introduction:
    MeSH term(s) Humans ; Fibrinolytic Agents/therapeutic use ; Retrospective Studies ; Telemedicine ; Thrombolytic Therapy ; Stroke/therapy ; Stroke/drug therapy
    Chemical Substances Fibrinolytic Agents
    Language English
    Publishing date 2023-03-13
    Publishing country United States
    Document type Observational Study ; Multicenter Study ; Journal Article
    ZDB-ID 2035659-6
    ISSN 1556-3669 ; 1530-5627
    ISSN (online) 1556-3669
    ISSN 1530-5627
    DOI 10.1089/tmj.2022.0286
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article: OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing.

    Zhu, Wenhui / Qiu, Peijie / Dumitrascu, Oana M / Sobczak, Jacob M / Farazi, Mohammad / Yang, Zhangsihao / Nandakumar, Keshav / Wang, Yalin

    Information processing in medical imaging : proceedings of the ... conference

    2023  Volume 13939, Page(s) 415–427

    Abstract: Non-mydriatic retinal color fundus photography (CFP) is widely available due to the advantage of not requiring pupillary dilation, however, is prone to poor quality due to operators, systemic imperfections, or patient-related causes. Optimal retinal ... ...

    Abstract Non-mydriatic retinal color fundus photography (CFP) is widely available due to the advantage of not requiring pupillary dilation, however, is prone to poor quality due to operators, systemic imperfections, or patient-related causes. Optimal retinal image quality is mandated for accurate medical diagnoses and automated analyses. Herein, we leveraged the
    Language English
    Publishing date 2023-06-08
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 50782-9
    ISSN 1011-2499
    ISSN 1011-2499
    DOI 10.1007/978-3-031-34048-2_32
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article: Retinal Vascular Imaging in Vascular Cognitive Impairment: Current and Future Perspectives.

    Dumitrascu, Oana M / Qureshi, Touseef A

    Journal of experimental neuroscience

    2018  Volume 12, Page(s) 1179069518801291

    Abstract: Vascular cognitive disorders are heterogeneous and increasingly recognized entities with intricate correlation to neurodegenerative conditions. Retinal vascular analysis is a noninvasive approach to study cerebrovascular pathology, with promise to assist ...

    Abstract Vascular cognitive disorders are heterogeneous and increasingly recognized entities with intricate correlation to neurodegenerative conditions. Retinal vascular analysis is a noninvasive approach to study cerebrovascular pathology, with promise to assist particularly during early disease phases. In this article, we have systematically summarized the current understanding, potential applications, and inevitable limitations of retinal vascular imaging in patients with vascular cognitive impairment. In addition, future directions in the field with support from automated technology using deep learning methods and their existing challenges are emphasized.
    Language English
    Publishing date 2018-09-20
    Publishing country United States
    Document type Journal Article ; Review
    ZDB-ID 2659991-0
    ISSN 1179-0695
    ISSN 1179-0695
    DOI 10.1177/1179069518801291
    Database MEDical Literature Analysis and Retrieval System OnLINE

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