Ophthalmology Optical Coherence Tomography Databases for Artificial Intelligence Algorithm: A Review.

BACKGROUND: Imaging plays a pivotal role in eye assessment. With the introduction of advanced machine learning and artificial intelligence (AI), the focus has shifted to imaging datasets in ophthalmology. While disparities and health inequalities hidden within data are well-documented, the ophthalmology field faces specific challenges to the creation and maintenance of datasets. Optical Coherence Tomography (OCT) is useful for the diagnosis and monitoring of retinal pathologies, making it valuable for AI applications. This review aims to identify and compare the landscape of publicly available optical coherence tomography databases for AI applications. METHODS: We conducted a literature review on OCT and AI articles with publicly accessible datasets, using PubMed, Scopus, and Web of Science databases. The review retrieved 183 articles, and after full-text analysis, 50 articles were included. From the included articles were identified 8 publicly available OCT datasets, focusing on patient demographics and clinical details for thorough assessment and comparison. RESULTS: The resulting datasets encompass 154,313 images collected from Spectralis, Cirrus HD, Topcon 3D, and Bioptigen devices. These datasets included normal exams, age-related macular degeneration, and diabetic maculopathy, among others. Comprehensive demographic information is available in one dataset and the USA is the most represented population. DISCUSSION: Current publicly available OCT databases for AI applications exhibit limitations, stemming from their non-representative nature and the lack of comprehensive demographic information. Limited datasets hamper research and equitable AI development. To promote equitable AI algorithmic development in ophthalmology, there is a need for the creation and dissemination of more representative datasets.

Pharmacological treatment for Buerger's disease.

BACKGROUND: Buerger's disease (thromboangiitis obliterans) is a non-atherosclerotic, segmental inflammatory pathology that most commonly affects the small and medium sized arteries, veins, and nerves in the upper and lower extremities. The aetiology is unknown, but involves hereditary susceptibility, tobacco exposure, immune and coagulation responses. In many cases, there is no possibility of revascularisation to improve the condition. Pharmacological treatment is an option for patients with severe complications, such as ischaemic ulcers or rest pain.This is an update of the review first published in 2016. OBJECTIVES: To assess the effectiveness of any pharmacological agent (intravenous or oral) compared with placebo or any other pharmacological agent in patients with Buerger's disease. SEARCH METHODS: The Cochrane Vascular Information Specialist searched the Cochrane Vascular Specialised Register, Cochrane Central Register of Controlled Trials, MEDLINE, Embase, CINAHL, AMED, the World Health Organization International Clinical Trials Registry Platform and ClinicalTrials.gov trials register to 15 October 2019. The review authors searched LILACS, ISRCTN, Australian New Zealand Clinical Trials Registry, EU Clinical Trials Register, clincialtrials.gov and the OpenGrey Database to 5 January 2020. SELECTION CRITERIA: We included randomised controlled trials (RCTs) involving pharmacological agents used in the treatment of Buerger's disease. DATA COLLECTION AND ANALYSIS: Two review authors, independently assessed the studies, extracted data and performed data analysis. MAIN RESULTS: No new studies were identified for this update. Five randomised controlled trials (total 602 participants) compared prostacyclin analogue with placebo, aspirin, or a prostaglandin analogue, and folic acid with placebo. No studies assessed other pharmacological agents such as cilostazol, clopidogrel and pentoxifylline or compared oral versus intravenous prostanoid. Compared with aspirin, intravenous prostacyclin analogue iloprost improved ulcer healing (risk ratio (RR) 2.65; 95% confidence interval (CI) 1.15 to 6.11; 98 participants; 1 study; moderate-certainty evidence), and helped to eradicate rest pain after 28 days (RR 2.28; 95% CI 1.48 to 3.52; 133 participants; 1 study; moderate-certainty evidence), although amputation rates were similar six months after treatment (RR 0.32; 95% CI 0.09 to 1.15; 95 participants; 1 study; moderate-certainty evidence). When comparing prostacyclin (iloprost and clinprost) with prostaglandin (alprostadil) analogues, ulcer healing was similar (RR 1.13; 95% CI 0.76 to 1.69; 89 participants; 2 studies; I² = 0%; very low-certainty evidence), as was the eradication of rest pain after 28 days (RR 1.57; 95% CI 0.72 to 3.44; 38 participants; 1 study; low-certainty evidence), while amputation rates were not measured. Compared with placebo, the effects of oral prostacyclin analogue iloprost were similar for: healing ischaemic ulcers (iloprost 200 mcg: RR 1.11; 95% CI 0.54 to 2.29; 133 participants; 1 study; moderate-certainty evidence, and iloprost 400 mcg: RR 0.90; 95% CI 0.42 to 1.93; 135 participants; 1 study; moderate-certainty evidence), eradication of rest pain after eight weeks (iloprost 200 mcg: RR 1.14; 95% CI 0.79 to 1.63; 207 participants; 1 study; moderate-certainty evidence, and iloprost 400 mcg: RR 1.11; 95% CI 0.77 to 1.59; 201 participants; 1 study; moderate-certainty evidence), and amputation rates after six months (iloprost 200 mcg: RR 0.54; 95% CI 0.19 to 1.56; 209 participants; 1 study, and iloprost 400 mcg: RR 0.42; 95% CI 0.13 to 1.31; 213 participants; 1 study). When comparing folic acid with placebo in patients with Buerger's disease and hyperhomocysteinaemia, pain scores were similar, there were no new cases of amputation in either group, and ulcer healing was not assessed (very low-certainty evidence). Treatment side effects such as headaches, flushing or nausea were not associated with treatment interruptions or more serious consequences. Outcomes such as amputation-free survival, walking distance or pain-free walking distance, and ankle brachial index were not assessed by any study. Overall, the certainty of the evidence was very low to moderate, with few studies, small numbers of participants, variation in severity of disease of participants between studies and missing information (for example regarding baseline tobacco exposure). AUTHORS' CONCLUSIONS: Moderate-certainty evidence suggests that intravenous iloprost (prostacyclin analogue) is more effective than aspirin for eradicating rest pain and healing ischaemic ulcers in Buerger's disease, but oral iloprost is not more effective than placebo. Very low and low-certainty evidence suggests there is no clear difference between prostacyclin (iloprost and clinprost) and the prostaglandin analogue alprostadil for healing ulcers and relieving pain respectively in severe Buerger's disease. Very low-certainty evidence suggests there is no clear difference in pain scores and amputation rates between folic acid and placebo, in people with Buerger's disease and hyperhomocysteinaemia. Further well designed RCTs assessing the effectiveness of pharmacological agents (intravenous or oral) in people with Buerger's disease are needed.

Transverse versus vertical groin incision for femoral artery approach.

BACKGROUND: Access to the femoral vessels is necessary for a wide range of vascular procedures, including treatment of thromboembolic disease, arterial grafts (i.e. bifemoral aortic bypass or infrainguinal bypass), endovascular repair of abdominal aortic aneurysm (EVAR), thoracic endovascular aneurysm repair (TEVAR) and transcatheter aortic valve implantation (TAVI). The surgical technique used to access the femoral artery may be a factor in the occurrence of postoperative complications; this will be the focus of our review. We will compare the transverse surgical technique-a cut made parallel to the groin crease-versus the vertical groin incision surgical technique-classic technique: a surgical cut made across the groin crease-to access the femoral artery, in an attempt to determine which technique has the lower rate of complications, is safer and is more effective. OBJECTIVES: To evaluate the efficacy and safety of transverse groin incision compared with vertical groin incision for accessing the femoral artery in endovascular surgical procedures and open surgery. SEARCH METHODS: The Cochrane Vascular Information Specialist searched the Cochrane Vascular Specialised Register, CENTRAL, MEDLINE, Embase, CINAHL and AMED databases, and the World Health Organization (WHO) International Clinical Trials Registry Platform and ClinicalTrials.gov to 17 February 2020. The review authors searched the IBECS database to 26 March 2020 and reference lists of relevant studies/papers. SELECTION CRITERIA: We included randomized controlled trials (RCTs) and quasi-randomized trials (qRCTs) that compare transverse and vertical groin incision, during either endovascular or open surgery procedures. DATA COLLECTION AND ANALYSIS: Two review authors (MVCRC, FCN) independently selected the studies, assessed risk of bias, extracted data, performed data analysis and graded the certainty of evidence according to GRADE. MAIN RESULTS: We included one RCT and one qRCT in this review. These two studies had a combined total of 237 participants (283 groins). Infection of the surgical wound was the only outcome that was similar in both studies, and that could therefore be submitted to a combined analysis. Meta-analysis of the two studies showed low-certainty evidence that transverse groin incision resulted in a lower risk of surgical wound infection in the 10- to 28-day period following surgery (risk ratio [RR] 0.25, 95% confidence interval [CI] 0.08 to 0.76; 2 studies; 283 groin incisions). There was low heterogeneity between the studies. We downgraded the certainty of the evidence for surgical wound infection by one level due to serious limitations in the design (there was a high risk of bias in critical domains). The confidence interval for surgical wound infection is relatively wide, further indicating that the certainty of the effect estimate is low. This is likely due to the small number of studies and participants. We observed no evidence of a difference between the two surgical techniques for the other evaluated primary outcome 'lymphatic complications': lymphocele (RR 0.46, 95% CI 0.20 to 1.02; 1 study; 116 groins); and lymphorrhea (RR 2.77, 95% CI 0.92 to 8.34; 1 study; 116 groins). We downgraded the certainty of evidence for lymphatic complications by one level due to serious limitations in the design (there was a high risk of bias in critical domains); and by two further levels because of imprecision (small number of participants and only one study included). High-quality studies are needed to enable a comparison of the two surgical techniques with respect to other outcomes, such as infection of the vascular graft (endoprosthesis/prosthesis), prolonged hospitalization, reoperative surgery, death, neurological deficit (e.g. paresthesia), amputation, graft patency, and postoperative pain. AUTHORS' CONCLUSIONS: In this systematic review, we found low-certainty evidence that performing transverse groin incision to access the femoral artery resulted in fewer surgical wound infections compared with performing vertical groin incision. We observed no evidence of a difference between the two surgical techniques for the other evaluated outcomes (lymphocele and lymphorrhea). Other outcomes were not evaluated in these studies. Limitations of this systematic review are, however, the small sample size, short clinical follow-up period and high risk of bias in critical domains. For this reason, the applicability of the results is limited.

Stem cell therapy for treatment of thromboangiitis obliterans (Buerger's disease).

BACKGROUND: Thromboangiitis obliterans, also known as Buerger's disease, is a non-atherosclerotic, segmental inflammatory pathology that most commonly affects the small- and medium-sized arteries, veins, and nerves in the upper and lower extremities. The etiology is unknown, but involves hereditary susceptibility, tobacco exposure, immune and coagulation responses. In many cases, there is no possibility of revascularization to improve the condition. Stem cell therapy is an option for patients with severe complications, such as ischemic ulcers or rest pain. OBJECTIVES: To assess the effectiveness and safety of stem cell therapy in individuals with thromboangiitis obliterans (Buerger's disease). SEARCH METHODS: The Cochrane Vascular Information Specialist searched the Cochrane Vascular Specialised Register, CENTRAL, MEDLINE, Embase, CINAHL and AMED databases and World Health Organization International Clinical Trials Registry Platform and ClinicalTrials.gov trials registers to 17 October 2017. The review authors searched the European grey literature OpenGrey Database, screened reference lists of relevant studies and contacted study authors. SELECTION CRITERIA: Randomized controlled trials (RCTs) or quasi-RCTs of stem cell therapy in thromboangiitis obliterans (Buerger's disease). DATA COLLECTION AND ANALYSIS: The review authors (DC, DM, FN) independently assessed the studies, extracted data and performed data analysis. MAIN RESULTS: We only included one RCT (18 participants with thromboangiitis obliterans) comparing the implantation of stem cell derived from bone marrow with placebo and standard wound dressing care in this review. We identified no studies that compared stem cell therapy (bone marrow source) versus stem cell therapy (umbilical cord source), stem cell therapy (any source) versus pharmacological treatment and stem cell therapy (any source) versus sympathectomy. Ulcer healing was assessed in the form of ulcer size. The mean ulcer area decreased more in the stem cell implantation group: from 5.04 cm2 (standard deviation (SD) 0.70) to 1.48 cm2 (SD 0.56) compared with the control group: mean ulcer size area decreased from 4.68 cm2 (SD 0.62) to 3.59 cm2 (SD 0.14); mean difference (MD) -2.11 cm2, 95% confidence interval (CI) -2.49 to -1.73; 1 study, 18 participants; very low-quality evidence. Pain-free walking distance showed more of an improvement in the stem cell implantation group: from mean of 38.33 meters (SD 17.68) to 284.44 meters (SD 212.12) compared with the control group: mean walking distance increased from 35.66 meters (SD 19.79) to 78.22 meters (SD 35.35); MD 206.22 meters, 95% CI 65.73 to 346.71; 1 study; 18 participants; very low-quality evidence.Outcomes such as rate of amputation, pain, amputation-free survival and adverse effects were not assessed.The quality of evidence was classified as very low, with only one study, small numbers of participants, high risk of bias in many domains and missing information regarding tobacco exposure status. AUTHORS' CONCLUSIONS: Very low-quality evidence suggests there may be an effect of the use of bone marrow-derived stem cells in the healing of ulcers and improvement in the pain-free walking distance in patients with Buerger's disease. High-quality trials assessing the effectiveness of stem cell therapy for treatment of patients with thromboangiitis obliterans (Buerger's disease) are needed.