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1.
Ocul Immunol Inflamm ; : 1-5, 2024 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-38913779

RESUMO

PURPOSE: We report three cases of occlusive vasculitis following intravitreal rituximab therapy for biopsy-proven primary vitreoretinal lymphoma (PVRL), one of which was following an injection of the biosimilar Riabni (rituximab-arrx, AmGen) and two of which were following an injection of Rituxan (rituximab, Genentech). METHODS: Case series. RESULTS: Three cases of occlusive vasculitis confirmed with fluorescein angiography are reported 5 days, 8 days, and 3.5 weeks following intravitreal injection of rituximab. The initial vision was poor (20/500, 20/150, and light perception), but vision recovered to baseline in two cases, and remained poor in the case of combined artery and vein occlusion. CONCLUSION: Occlusive vasculitis is a rarely reported but potential complication of intravitreal rituximab therapy in patients who have been previously treated with the agent and may have delayed onset. A low threshold for fluorescein angiography as a diagnostic test for post-injection vision loss and prompt treatment with topical and/or oral steroids should be considered.

2.
Artigo em Inglês | MEDLINE | ID: mdl-38901542

RESUMO

BACKGROUND: Topical corticosteroids are widely used as a treatment for itch and wheals (urticaria), but their benefits and harms are unclear. OBJECTIVE: To systematically synthesize the benefits and harms of topical corticosteroids for the treatment of urticaria. METHODS: We searched MEDLINE, EMBASE, and CENTRAL from database inception to March 23, 2024, for randomized trials addressing comparing topical corticosteroid to placebo for patients with urticaria (either chronic spontaneous or inducible urticaria or acute urticaria elicited from skin/intradermal allergy testing). Paired reviewers independently screened records, extracted data, and assessed risk of bias. Random-effects meta-analyses addressed urticaria severity, itch severity (numeric rating scale; range 0-10; higher is worse), and adverse events. The Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach informed certainty of evidence ratings. PROSPERO registration: CRD42023455182. RESULTS: Nineteen RCTs enrolled 379 participants with a median of mean age of 30.1 years (range 21.1 to 44.0). Compared to placebo, topical corticosteroids may reduce wheal size (ratio of means 0.47, 95%CI 0.38 to 0.59; low certainty) and itch severity (mean difference -1.30, 95%CI -5.07 to 2.46; very low certainty). Topical corticosteroids result in little to no difference in overall adverse events (94 fewer patients per 1000, 95%CrI 172 fewer to 12 more; high certainty). CONCLUSION: Compared to placebo, topical corticosteroids may result in a reduction of wheal size, and result in little to no difference in overall adverse events. Topical corticosteroids may reduce itch severity, but the evidence is very uncertain. Future large, randomized trials addressing the use of topical corticosteroids would further support optimal urticaria management.

3.
Pain Rep ; 9(4): e1162, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38835743

RESUMO

Introduction: Notalgia paresthetica (NP) is a chronic condition characterized by pruritus and other unpleasant dysesthetic sensations unilaterally on the subscapular back. Its specific underlying mechanisms are largely unknown, though hypothesized to be neuropathic. Determination of possible somatosensory contributors to the condition could pave the way for novel treatments. Objectives: Given the potential involvement of non-pruritic mechanisms in NP, our objective was to broadly characterize the somatosensory function in NP-affected and unaffected skin using methods that have been standardized in pain-free controls and painful neuropathic disorders. We hypothesized that if NP is caused by neuropathic mechanisms not targeted directly to pruritoceptors in the skin, somatosensory abnormalities would not be itchspecific. Second, given the lack of symptoms on the contralateral side of the back, we hypothesized that this region would be normally sensitive. Methods: In this study, quantitative sensory testing (QST) was used to comprehensively assess the somatosensory function in 15 adult patients with NP. Standardized QST metrics were performed in the NP-affected region and compared with the contralateral asymptomatic skin and itch-free individuals using an age, gender, and site-matched reference data set. Results: There were no significant differences in sensitivity between symptomatic and asymptomatic skin, except for increased mechanical-evoked itch on the itchy side. However, reference data set comparisons revealed bilateral hyposensitivity to innocuous cold and noxious pinprick and higher temporal summation of pain in patients with NP. In addition, compared with reference data, patients with NP demonstrated decreased sensitivity to cold and pinprick, presence of paradoxical heat sensations, and increased wind-up of pain. Conclusion: These results suggest a role for Aδ fiber pathways and central sensitization in NP-associated itch. More research is needed to determine whether sensory differences extend beyond the NP-affected dermatomal level and what might cause neuropathy specifically targeting Aδ fibers.

4.
Artigo em Inglês | MEDLINE | ID: mdl-38852861

RESUMO

BACKGROUND: The benefits and harms of adding antileukotrienes to H1-antihistamines for the management of urticaria (hives, itch, and/or angioedema) remain unclear. OBJECTIVE: We sought to systematically synthesize the treatment outcomes of antileukotrienes in combination with H1-antihistamines versus H1-antihistamines alone for acute and chronic urticaria. METHODS: As part of updating American Academy of Allergy, Asthma & Immunology and American College of Allergy, Asthma, and Immunology Joint Task Force on Practice Parameters urticaria guidelines, we searched MEDLINE, Embase, CENTRAL, LILACS, WPRIM, IBECS, ICTRP, CBM, CNKI, VIP, Wanfang, FDA, and EMA databases from inception to December 18th, 2023 for randomized controlled trials (RCTs) evaluating antileukotrienes and H1-antihistamines versus H1-antihistamines alone in patients with urticaria. Paired reviewers independently screened citations, extracted data, and assessed risk of bias. Random effects models pooled effect estimates for urticaria activity, itch, wheal, sleep, quality of life, and harms. The GRADE approach informed certainty of evidence ratings. Open Science Framework registration: https://osf.io/h2bfx/. RESULTS: Thirty-four RCTs enrolled 3,324 children and adults. Compared to H1-antihistamines alone, the combination of a leukotriene receptor antagonist (LTRA) with H1-antihistamines probably modestly reduces urticaria activity (mean difference: -5.04, 95%CI -6.36 to -3.71; 7-day Urticaria Activity Score) with moderate certainty. We made similar findings for itch and wheal severity, and quality of life. Adverse events were probably not different between groups (moderate certainty), however, no RCT reported on neuropsychiatric adverse events. CONCLUSION: Among patients with urticaria, adding LTRAs to H1-antihistamines probably modestly improves urticaria activity with little to no increase in overall adverse events. The added risk of neuropsychiatric adverse events in this population with LTRAs is small and uncertain.

5.
Artigo em Inglês | MEDLINE | ID: mdl-38642709

RESUMO

BACKGROUND: Short courses of adjunctive systemic corticosteroids are commonly used to treat acute urticaria and chronic urticaria flares (both with and without mast cell-mediated angioedema), but their benefits and harms are unclear. OBJECTIVE: To evaluate the efficacy and safety of treating acute urticaria or chronic urticaria flares with versus without systemic corticosteroids. METHODS: We searched the MEDLINE, EMBASE, CENTRAL, CNKI, VIP, Wanfang, and CBM databases from inception to July 8, 2023, for randomized controlled trials of treating urticaria with versus without systemic corticosteroids. Paired reviewers independently screened records, extracted data, and appraised risk of bias with the Cochrane 2.0 tool. We performed random-effects meta-analyses of urticaria activity, itch severity, and adverse events. We assessed certainty of the evidence using the Grading of Recommendations Assessment, Development and Evaluations (GRADE) approach. RESULTS: We identified 12 randomized trials enrolling 944 patients. For patients with low or moderate probability (17.5%-64%) to improve with antihistamines alone, add-on systemic corticosteroids likely improve urticaria activity by a 14% to 15% absolute difference (odds ratio [OR], 2.17, 95% confidence interval [CI]: 1.43-3.31; number needed to treat [NNT], 7; moderate certainty). Among patients with a high chance (95.8%) for urticaria to improve with antihistamines alone, add-on systemic corticosteroids likely improved urticaria activity by a 2.2% absolute difference (NNT, 45; moderate certainty). Corticosteroids may improve itch severity (OR, 2.44; 95% CI: 0.87-6.83; risk difference, 9%; NNT, 11; low certainty). Systemic corticosteroids also likely increase adverse events (OR, 2.76; 95% CI: 1.00-7.62; risk difference, 15%; number needed to harm, 9; moderate certainty). CONCLUSIONS: Systemic corticosteroids for acute urticaria or chronic urticaria exacerbations likely improve urticaria, depending on antihistamine responsiveness, but also likely increase adverse effects in approximately 15% more.

6.
J Drugs Dermatol ; 23(3): e97-e99, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38443121

RESUMO

BACKGROUND: Previous clinical trials have demonstrated that rituximab therapy combined with conventional steroid-sparing therapy (SST) has increased rates of disease control for mucous membrane pemphigoid compared with rituximab alone. However, limited data is available regarding the role of SST with rituximab therapy in pemphigus. OBJECTIVE: This study aimed to examine clinical outcomes in pemphigus patients treated with rituximab with SST versus without the addition of SST. METHODS: A retrospective chart review was performed for adult pemphigus patients in the Southeastern US at Emory between January 1, 2011, and December 31, 2021. Primary outcomes, including time to remission, time to prednisone dose of 10 mg or less, time to cessation of prednisone therapy, and time to relapse after a rituximab cycle, were compared between patients on SST and patients without SST.  Results: Following rituximab therapy, there was no difference in time to remission, time to prednisone dose of 10 mg or less, time to cessation of prednisone therapy, or time to relapse for patients with or without SST. LIMITATIONS: Our study is limited by its retrospective decline, setting at a single academic center, and inclusion of a high proportion of patients with moderate disease. CONCLUSIONS: The use of SST with rituximab dosing did not improve clinical outcomes related to time to remission, reduction in prednisone dosing, or relapse. These data provide further evidence for the use of rituximab in the majority of pemphigus patients without the need for SST. J Drugs Dermatol. 2024;23(3):e97-e99    doi:10.36849/JDD.7949e.


Assuntos
Pênfigo , Adulto , Humanos , Pênfigo/diagnóstico , Pênfigo/tratamento farmacológico , Prednisona/uso terapêutico , Rituximab , Estudos Retrospectivos , Recidiva
7.
Dermatology ; 240(1): 152-155, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37494917

RESUMO

BACKGROUND: Hidradenitis suppurativa (HS) is a chronic inflammatory skin disease that is often severely painful due to nociceptive mechanisms (i.e., stimulation of cutaneous nociceptors). However, patient-reported pain character suggests that neuropathy may also drive HS pain in a subset of patients. Quantitative sensory testing (QST) can help identify neuropathic pain by testing for heightened and paradoxical pain responses in patients, but it is less feasible for routine clinical use compared with brief questionnaires. We therefore tested the suitability of a standardized neuropathic questionnaire (PainDETECT; PD-Q) for use as a surrogate clinical measure by directly comparing it with QST-identified neuropathic pain in HS. METHODS: This observational, cross-sectional study included 22 adults with painful HS lesions who completed the PD-Q and underwent QST. A receiver operating characteristic curve was generated and Cohen's Kappa, sensitivity, and specificity were examined at three scoring thresholds. RESULTS: Of the 22 participants, 14 (64%) exhibited dynamic mechanical allodynia and/or paradoxical thermal sensations in QST, which are characteristically found in neuropathic pain. According to the PD-Q, 8 participants (36%) were unlikely, 8 (36%) were possible, and 6 (27%) were likely to have neuropathic pain. A PD-Q Score indicating possible or likely neuropathic pain (i.e., ≥13) demonstrated 82% agreement with QST-determined neuropathic pain (Cohen's Kappa = 0.61 [p = 0.004]; sensitivity = 86%; specificity = 75%). CONCLUSION: The PD-Q demonstrates moderate agreement with QST in screening for neuropathic pain in HS and may be a helpful clinical tool.


Assuntos
Hidradenite Supurativa , Neuralgia , Adulto , Humanos , Medição da Dor , Hidradenite Supurativa/complicações , Hidradenite Supurativa/diagnóstico , Estudos Transversais , Neuralgia/diagnóstico , Neuralgia/etiologia , Inquéritos e Questionários , Doença Crônica
8.
JAMA Dermatol ; 159(10): 1102-1111, 2023 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-37702999

RESUMO

Importance: Pain is the most impactful symptom in patients with hidradenitis suppurativa (HS). Characterization of sensory profiles may improve understanding of pain mechanisms in HS and facilitate identification of effective pain management strategies. Objective: To characterize somatosensory profiles in patients with HS at clinically affected and nonaffected sites compared with pain-free reference data. Design, Setting, and Participants: This cross-sectional study was conducted at the Emory University Dermatology Clinic. It was hypothesized (1) that patients with HS would demonstrate hypersensitivity to pain in HS lesions and (2) that some patients would have sensory profiles consistent with complex pain mechanisms. Therefore, adults with dermatologist-diagnosed HS and at least 1 painful HS lesion at the time of testing were enrolled between September 10, 2020, and March 21, 2022. Patients with other diagnoses contributing to pain or neuropathy were excluded. Data analysis was conducted between March and April 2022. Exposure: Quantitative sensory testing was performed on HS lesions and control skin according to a standardized protocol. Main Outcomes and Measures: Quantitative sensory testing outcomes included innocuous thermal and mechanical sensitivity (cold, warmth, and light touch detection thresholds), noxious thermal and mechanical sensitivity (cold, heat, pinprick, and deep pressure pain thresholds and suprathreshold pinprick sensitivity), temporal summation of pinprick, paradoxical thermal sensations, and dynamic mechanical allodynia (pain upon light stroking of the skin). Sensitivity in HS lesions was compared with sensitivity in a control location (the hand) and in pain-free controls using t tests. Results: This study included 20 participants with a median age of 35.5 (IQR, 30.0-46.5) years, the majority of whom were women (15 [75%]). In terms of race and ethnicity, 2 participants (10%) self-identified as Asian, 11 (55%) as Black, 6 (30%) as White, and 1 (5%) as more than 1 race or ethnicity. Compared with site-specific reference values from healthy, pain-free control participants, HS lesions were insensitive to innocuous cold and warmth, noxious heat, and light touch (t = -5.69, -10.20, -3.84, and 4.46, respectively; all P < .001). In contrast, HS lesions also demonstrated significant hypersensitivity to deep pressure pain (t = 8.36; P < .001) and cutaneous pinprick (t = 2.07; P = .046). Hypersensitivity to deep pressure pain was also observed in the control site (t = 5.85; P < .001). A subset of patients with HS displayed changes in pain processing that are often seen in neuropathic and nociplastic pain conditions, including hypersensitivity to repetitive pinprick (5 [26%]), paradoxical thermal sensations (3 [15%]), and pain upon light stroking of the skin (10 [50%]). Conclusions and Relevance: The findings of this cross-sectional study suggest that HS involves local changes in the skin or its free nerve endings, possibly leading to peripheral neuropathy and alterations in the transduction of innocuous and noxious thermal and mechanical stimuli. For some patients, central nervous system changes in somatosensory processing may also occur, but confirmatory evidence is needed. Better understanding of neuropathic and nociplastic mechanisms in HS pain could lead to individually tailored treatments.


Assuntos
Hidradenite Supurativa , Adulto , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Hidradenite Supurativa/complicações , Hidradenite Supurativa/diagnóstico , Estudos Transversais , Dor/diagnóstico , Dor/etiologia , Limiar da Dor/fisiologia , Hiperalgesia/diagnóstico , Hiperalgesia/etiologia
9.
Ophthalmic Surg Lasers Imaging Retina ; 54(8): 481-484, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37535608

RESUMO

We describe a case of myopic traction maculopathy (MTM) in a patient with low myopia that resolved with surgical intervention. Our patient demonstrated no other features of myopic degeneration and none of the typical tractional elements that cause MTM, such as vitreomacular traction due to partial posterior vitreous detachment (PVD) with vitreomacular adhesion, epiretinal membrane, or a remnant cortical vitreous layer following PVD. Possible pathogenic mechanisms in our patient include reduced compliance of the aging internal limiting membrane and/or traction from elasticity within the thin cortical vitreous layer that forms the posterior wall of the premacular liquefied pocket. [Ophthalmic Surg Lasers Imaging Retina 2023;54:481-484.].


Assuntos
Degeneração Macular , Miopia Degenerativa , Miopia , Doenças Retinianas , Descolamento do Vítreo , Humanos , Tração , Doenças Retinianas/diagnóstico , Doenças Retinianas/etiologia , Retina , Miopia Degenerativa/complicações , Miopia Degenerativa/diagnóstico , Miopia Degenerativa/cirurgia , Tomografia de Coerência Óptica , Estudos Retrospectivos
10.
Front Med (Lausanne) ; 10: 1198228, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37484841

RESUMO

Diabetic retinopathy (DR) is a leading cause of vision loss in the United States and throughout the world. With early detection and treatment, sight-threatening sequelae from DR can be prevented. Although artificial intelligence (AI) based DR screening programs have been proven to be effective in identifying patients at high risk of vision loss, adoption of AI in clinical practice has been slow. We adapted the United Kingdom Design Council's Double-Diamond model to design a strategy for care delivery which integrates an AI-based screening program for DR into a primary care setting. Methods from human-centered design were used to develop a strategy for implementation informed by context-specific barriers and facilitators. The purpose of this community case study is to present findings from this work in progress, including a system of protocols, educational documents and workflows created using key stakeholder input.

12.
JAMA Ophthalmol ; 141(6): 582-588, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-37166816

RESUMO

Importance: Retinopathy of prematurity (ROP) telemedicine screening programs have been found to be effective, but they rely on widefield digital fundus imaging (WDFI) cameras, which are expensive, making them less accessible in low- to middle-income countries. Cheaper, smartphone-based fundus imaging (SBFI) systems have been described, but these have a narrower field of view (FOV) and have not been tested in a real-world, operational telemedicine setting. Objective: To assess the efficacy of SBFI systems compared with WDFI when used by technicians for ROP screening with both artificial intelligence (AI) and human graders. Design, Setting, and Participants: This prospective cross-sectional comparison study took place as a single-center ROP teleophthalmology program in India from January 2021 to April 2022. Premature infants who met normal ROP screening criteria and enrolled in the teleophthalmology screening program were included. Those who had already been treated for ROP were excluded. Exposures: All participants had WDFI images and from 1 of 2 SBFI devices, the Make-In-India (MII) Retcam or Keeler Monocular Indirect Ophthalmoscope (MIO) devices. Two masked readers evaluated zone, stage, plus, and vascular severity scores (VSS, from 1-9) in all images. Smartphone images were then stratified by patient into training (70%), validation (10%), and test (20%) data sets and used to train a ResNet18 deep learning architecture for binary classification of normal vs preplus or plus disease, which was then used for patient-level predictions of referral warranted (RW)- and treatment requiring (TR)-ROP. Main Outcome and Measures: Sensitivity and specificity of detection of RW-ROP, and TR-ROP by both human graders and an AI system and area under the receiver operating characteristic curve (AUC) of grader-assigned VSS. Sensitivity and specificity were compared between the 2 SBFI systems using Pearson χ2testing. Results: A total of 156 infants (312 eyes; mean [SD] gestational age, 33.0 [3.0] weeks; 75 [48%] female) were included with paired examinations. Sensitivity and specificity were not found to be statistically different between the 2 SBFI systems. Human graders were effective with SBFI at detecting TR-ROP with a sensitivity of 100% and specificity of 83.49%. The AUCs with grader-assigned VSS only were 0.95 (95% CI, 0.91-0.99) and 0.96 (95% CI, 0.93-0.99) for RW-ROP and TR-ROP, respectively. For the AI system, the sensitivity of detecting TR-ROP sensitivity was 100% with specificity of 58.6%, and RW-ROP sensitivity was 80.0% with specificity of 59.3%. Conclusions and Relevance: In this cross-sectional study, 2 different SBFI systems used by technicians in an ROP screening program were highly sensitive for TR-ROP. SBFI systems with AI may be a cost-effective method to improve the global capacity for ROP screening.


Assuntos
Oftalmologia , Retinopatia da Prematuridade , Telemedicina , Recém-Nascido , Lactente , Humanos , Feminino , Adulto , Masculino , Estudos Transversais , Retinopatia da Prematuridade/diagnóstico , Estudos Prospectivos , Smartphone , Inteligência Artificial , Telemedicina/métodos , Recém-Nascido Prematuro , Idade Gestacional , Sensibilidade e Especificidade , Oftalmoscopia/métodos
13.
Ophthalmol Sci ; 3(2): 100246, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36748062

RESUMO

Purpose: To develop and validate a platform that can extract eye gaze metrics from surgeons observing cataract and vitreoretinal procedures and to enable post hoc data analysis to assess potential discrepancies in eye movement behavior according to surgeon experience. Design: Experimental, prospective, single-center study. Participants: Eleven ophthalmic surgeons observing deidentified vitreoretinal and cataract surgical procedures performed at a single university-based medical center. Methods: An open-source platform was developed to extract gaze coordinates and metrics from ophthalmic surgeons via a computer vision algorithm in conjunction with a neural network to track and segment instruments and tissues, identifying areas of attention in the visual field of study subjects. Eleven surgeons provided validation data by watching videos of 6 heterogeneous vitreoretinal and cataract surgical phases. Main Outcome Measures: Accuracy and distance traveled by the eye gaze of participants and overlap of the participants' eye gaze with instruments and tissues while observing surgical procedures. Results: The platform demonstrated repeatability of > 94% when acquiring the eye gaze behavior of subjects. Attending ophthalmic surgeons and clinical fellows exhibited a lower overall cartesian distance traveled in comparison to resident physicians in ophthalmology (P < 0.02). Ophthalmology residents and clinical fellows exhibited more fixations to the display area where surgical device parameters were superimposed than attending surgeons (P < 0.05). There was a trend toward gaze overlap with the instrument tooltip location among resident physicians in comparison to attending surgeons and fellows (41.42% vs. 34.8%, P > 0.2). The number and duration of fixations did not vary substantially among groups (P > 0.3). Conclusions: The platform proved effective in extracting gaze metrics of ophthalmic surgeons. These preliminary data suggest that surgeon gaze behavior differs according to experience.

17.
Ophthalmol Retina ; 7(3): 236-242, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36241132

RESUMO

PURPOSE: This study investigated whether a deep-learning neural network can detect and segment surgical instrumentation and relevant tissue boundaries and landmarks within the retina using imaging acquired from a surgical microscope in real time, with the goal of providing image-guided vitreoretinal (VR) microsurgery. DESIGN: Retrospective analysis via a prospective, single-center study. PARTICIPANTS: One hundred and one patients undergoing VR surgery, inclusive of core vitrectomy, membrane peeling, and endolaser application, in a university-based ophthalmology department between July 1, 2020, and September 1, 2021. METHODS: A dataset composed of 606 surgical image frames was annotated by 3 VR surgeons. Annotation consisted of identifying the location and area of the following features, when present in-frame: vitrector-, forceps-, and endolaser tooltips, optic disc, fovea, retinal tears, retinal detachment, fibrovascular proliferation, endolaser spots, area where endolaser was applied, and macular hole. An instance segmentation fully convolutional neural network (YOLACT++) was adapted and trained, and fivefold cross-validation was employed to generate metrics for accuracy. MAIN OUTCOME MEASURES: Area under the precision-recall curve (AUPR) for the detection of elements tracked and segmented in the final test dataset; the frames per second (FPS) for the assessment of suitability for real-time performance of the model. RESULTS: The platform detected and classified the vitrector tooltip with a mean AUPR of 0.972 ± 0.009. The segmentation of target tissues, such as the optic disc, fovea, and macular hole reached mean AUPR values of 0.928 ± 0.013, 0.844 ± 0.039, and 0.916 ± 0.021, respectively. The postprocessed image was rendered at a full high-definition resolution of 1920 × 1080 pixels at 38.77 ± 1.52 FPS when attached to a surgical visualization system, reaching up to 87.44 ± 3.8 FPS. CONCLUSIONS: Neural Networks can localize, classify, and segment tissues and instruments during VR procedures in real time. We propose a framework for developing surgical guidance and assessment platform that may guide surgical decision-making and help in formulating tools for systematic analyses of VR surgery. Potential applications include collision avoidance to prevent unintended instrument-tissue interactions and the extraction of spatial localization and movement of surgical instruments for surgical data science research. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found after the references.


Assuntos
Aprendizado Profundo , Oftalmologia , Perfurações Retinianas , Cirurgia Vitreorretiniana , Humanos , Inteligência Artificial , Estudos Retrospectivos , Estudos Prospectivos
18.
Ophthalmol Sci ; 2(4): 100165, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36531583

RESUMO

Purpose: To evaluate the performance of a deep learning (DL) algorithm for retinopathy of prematurity (ROP) screening in Nepal and Mongolia. Design: Retrospective analysis of prospectively collected clinical data. Participants: Clinical information and fundus images were obtained from infants in 2 ROP screening programs in Nepal and Mongolia. Methods: Fundus images were obtained using the Forus 3nethra neo (Forus Health) in Nepal and the RetCam Portable (Natus Medical, Inc.) in Mongolia. The overall severity of ROP was determined from the medical record using the International Classification of ROP (ICROP). The presence of plus disease was determined independently in each image using a reference standard diagnosis. The Imaging and Informatics for ROP (i-ROP) DL algorithm was trained on images from the RetCam to classify plus disease and to assign a vascular severity score (VSS) from 1 through 9. Main Outcome Measures: Area under the receiver operating characteristic curve and area under the precision-recall curve for the presence of plus disease or type 1 ROP and association between VSS and ICROP disease category. Results: The prevalence of type 1 ROP was found to be higher in Mongolia (14.0%) than in Nepal (2.2%; P < 0.001) in these data sets. In Mongolia (RetCam images), the area under the receiver operating characteristic curve for examination-level plus disease detection was 0.968, and the area under the precision-recall curve was 0.823. In Nepal (Forus images), these values were 0.999 and 0.993, respectively. The ROP VSS was associated with ICROP classification in both datasets (P < 0.001). At the population level, the median VSS was found to be higher in Mongolia (2.7; interquartile range [IQR], 1.3-5.4]) as compared with Nepal (1.9; IQR, 1.2-3.4; P < 0.001). Conclusions: These data provide preliminary evidence of the effectiveness of the i-ROP DL algorithm for ROP screening in neonatal populations in Nepal and Mongolia using multiple camera systems and are useful for consideration in future clinical implementation of artificial intelligence-based ROP screening in low- and middle-income countries.

19.
Vaccines (Basel) ; 10(12)2022 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-36560568

RESUMO

Malignant catarrhal fever (MCF) is a complex and often fatal disease of ungulates. Effective vaccines are needed to avoid MCF outbreaks and mitigate losses. This study aimed to evaluate a sheep-associated MCF (SA-MCF) vaccine candidate targeting ovine herpesvirus 2 (OvHV-2) glycoprotein B (gB). Rabbits were used as a laboratory animal model to test the safety, immunogenicity, and protective efficacy of a chimeric virus consisting of a recombinant, non-pathogenic strain of alcelaphine herpesvirus-1 encoding OvHV-2 ORF8 to express gB (AlHV-1∆ORF73/OvHV-2-ORF8). Viral-vectored immunizations were performed by using the AlHV-1∆ORF73/OvHV-2-ORF8 chimera alone or as a DNA prime (OvHV-2-ORF8)-virus boost regimen. The viral vector was inoculated by intravenous or intramuscular routes and the DNA was delivered by intradermal shots using a gene gun. The vaccine candidates were deemed safe as no clinical signs were observed following any of the immunizations. Anti-OvHV-2 gB antibodies with neutralizing activity were induced by all immunogens. At three weeks post-final immunization, all animals were challenged intranasally with a lethal dose of OvHV-2. MCF protection rates ranging from 66.7% to 71.4% were observed in vaccinated rabbits, while all mock-vaccinated animals developed the disease. The significant protective efficacy obtained with the vaccine platforms tested in this study encourages further trials in relevant livestock species, such as cattle and bison.

20.
J Optom ; 15 Suppl 1: S91-S97, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36137899

RESUMO

PURPOSE: The application of artificial intelligence (AI) in diagnosing and managing ocular disease has gained popularity as research highlights the utilization of AI to improve personalized medicine and healthcare outcomes. The objective of this study is to describe current optometric perspectives of AI in eye care. METHODS: Members of the American Academy of Optometry were sent an electronic invitation to complete a 17-item survey. Survey items assessed perceived advantages and concerns regarding AI using a 5-point Likert scale ranging from "strongly agree" to "strongly disagree." RESULTS: A total of 400 optometrists completed the survey. The mean number of years since optometry school completion was 25 ± 15.1. Most respondents reported familiarity with AI (66.8%). Though half of optometrists had concerns about the diagnostic accuracy of AI (53.0%), most believed it would improve the practice of optometry (72.0%). Optometrists reported their willingness to incorporate AI into practice increased from 53.3% before the COVID-19 pandemic to 65.5% after onset of the pandemic (p<0.001). CONCLUSION: In this study, optometrists are optimistic about the use of AI in eye care, and willingness to incorporate AI in clinical practice also increased after the onset of the COVID-19 pandemic.


Assuntos
COVID-19 , Optometristas , Optometria , Humanos , Inteligência Artificial , Pandemias
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