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ted a transfer-learning-based model to detect RP from color fundus photographs. The results of this study validate the utility of deep learning in automating the identification of RP from fundus photographs.To develop a U-net deep learning method for breast tissue segmentation on fat-sat T1-weighted (T1W) MRI using transfer learning (TL) from a model developed for non-fat-sat images. The training dataset (N = 126) was imaged on a 1.5 T MR scanner, and the independent testing dataset (N = 40) was imaged on a 3 T scanner, both using fat-sat T1W pulse sequence. Pre-contrast images acquired in the dynamic-contrast-enhanced (DCE) MRI sequence were used for analysis. All patients had unilateral cancer, and the segmentation was performed using the contralateral normal breast. The ground truth of breast and fibroglandular tissue (FGT) segmentation was generated using a template-based segmentation method with a clustering algorithm. The deep learning segmentation was performed using U-net models trained with and without TL, by using initial values of trainable parameters taken from the previous model for non-fat-sat images. The ground truth of each case was used to evaluate the segmentation performance of the U-net modela specific model for each different dataset.Over the past two decades, there have been numerous attempts at using surgical simulation software for training purposes. There has been extensive prior success at using digital laparoscopic tools and virtual and augmented reality in strengthening specific surgical techniques, but clinical decision-making simulation has been limited to multiple choice question banks. Surgical Improvement of Clinical Knowledge Ops (SICKO) is a web-based educational application that takes users through various aspects of clinical decision-making in the field of surgery.App SpecsApp name Surgical Improvement of Clinical Knowledge Ops (SICKO)App developer James Lau M.D., Dana Lin M.D., Julia Park M.D.App website/URL* http//med.stanford.edu/sm/archive/sicko/game/SICKOTitle.html App price The website is free to use and has no microtransactionsCategory educational, surgery simulation, clinical decision makingTags web-based app, surgical simulation, learning, healthcare, gamificationWorks offline noBrowsers Works on Google Chrome, Mosign of the application. Idelalisib No reviewers or authors of this paper have any connection to the software content or development team of SICKO.
Clinically, surgeons may frequently encounter residual diastasis between the medial cuneiform and 2nd metatarsal base after the operative treatment of acute Lisfranc fracture dislocations. The purpose of this study was to identify factors influencing postoperative residual diastasis. We specifically focused on the preoperative fracture pattern using 3-dimensional computed tomography (3D-CT).
Radiographic and clinical findings of 66 patients who underwent operative treatment for acute Lisfranc fracture dislocation were reviewed. Patients were grouped according to residual diastasis evaluated by weight-bearing anteroposterior radiograph of the foot at the final follow-up. Residual diastasis was defined as distance between the medial cuneiform and 2nd metatarsal base greater than the distance on the contralateral side by 2mm or more. Demographic parameters and fracture patterns based on preoperative foot 3D-CT were compared. A paired t test was used to compare continuous numeric parameters, while a Chi-squarntar fracture. A dorsoplantar inter-fragmentary fixation can be considered if the fragment is large and displaced.
Tourniquets are commonly used during foot and ankle surgery to provide a bloodless operative field and increase surgical comfort, despite the potential risks associated with it. This study compared postoperative outcomes of tourniquet-assisted and non-tourniquet-assisted operative fixation of calcaneal fractures via the sinus tarsi approach.
A retrospective study from March 2015 to December 2018 revealed 131 patients with closed calcaneal fractures who underwent minimally invasive surgery at our hospital. Visualization, operating time, blood loss, and postoperative pain were collected. Patients in the tourniquet group (n = 62) were compared with patients in the non-tourniquet group (n = 69).
The visibility of the surgical field was fair/poor in 2 cases in the tourniquet group and fair/poor in 19 cases in the non-tourniquet group (P < 0.05). The mean operative time was 64.7 ± 3.5min in the tourniquet group and 76.0 ± 6.1min in the non-tourniquet group (P < 0.05). The estimated intraoperative and poloss. However, adverse events associated with the use of tourniquets include increased postoperative pain and bleeding. Due to increased postoperative bleeding and pain, more attention should be given to the postoperative phase in patients treated with tourniquets.
The purposes of this study were to identify the 2year rate of reoperation and determine patient-reported outcomes after elective one- and two-level anterior cervical discectomy and fusion (ACDF) with structural allograft and anterior plating using indications similar to cervical disc arthroplasty.
A retrospective chart review was performed on 116 consecutive one- and two-level primary ACDF for adult degenerative disease with structural allograft and anterior plating in one surgeon's practice. Patient-reported visual analog score (VAS), Oswestry disability index (ODI) and radiographs, collected prospectively on all operative patients preoperatively and postoperatively at 6weeks, 3months, 6months, 1year, and 2years were reviewed. Patient demographics and reoperation rates were obtained from the chart.
One hundred and four patients were identified with a final reoperation rate of 2.9% at a mean final follow-up 2years (95% CI 17.2-29.0). No reoperations occurred within 90days. After 1year, three patients required reoperation. The mean patient-reported outcomes improved (VAS, 6.6 preoperatively to 3.0 at final follow-up and ODI, 24.3 preoperatively to 12.3 at final follow-up). These improvements were statistically significant (p < 0.01). No significant patient risk factors for reoperation were found.
The rate of reoperation for one- and two-level anterior cervical discectomy and fusion at follow-up was found to be lower than those previously published in the literature quoted for CDA. Arthrodesis continues to demonstrate improvements in patient-reported outcomes.
The rate of reoperation for one- and two-level anterior cervical discectomy and fusion at follow-up was found to be lower than those previously published in the literature quoted for CDA. Arthrodesis continues to demonstrate improvements in patient-reported outcomes.
Homepage: https://www.selleckchem.com/products/CAL-101.html
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