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Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification.
PLoS One
January 2025
Faculty of Computer Science & Information Technology, The Superior University, Lahore, Pakistan.
Skin cancer is considered globally as the most fatal disease. Most likely all the patients who received wrong diagnosis and low-quality treatment die early. Though if it is detected in the early stages the patient has fairly good chance and the aforementioned diseases can be cured.
View Article and Find Full Text PDFGuide-wire and K-wire readjustment jig for osteotomy and osteosynthesis: An instrument.
J Clin Orthop Trauma
February 2025
Joints and Spine Clinic, Mahavir Nagar, Kandivali West, Mumbai, 400067, India.
Introduction: Numerous orthopaedic procedures including dynamic hip screw plating and various osteotomies require placement of a reference guide pin or K wire to direct bone cuts or for drilling screw holes. Appropriate positioning of these wires is a critical component of surgery. Irrespective of whether one is a seasoned surgeon or an apprentice, these wires often need repositioning and readjustment.
View Article and Find Full Text PDFIncidence and prevalence of traumatic and non-traumatic wounds and burns and access to wound care in Sierra Leone; data from a nationwide household survey (PRESSCO) 2020.
Heliyon
January 2025
Masanga Medical Research Unit, Masanga, Sierra Leone.
Objectives: This wound section of the PREvalence Study on Surgical COnditions (PRESSCO) determines the incidence and prevalence of wounds and burns in Sierra Leone. It further describes access to wound care and wound-related healthcare-seeking behaviour.
Methods: Between October 2019 and March 2020, a nationwide cross-sectional household survey was performed.
Union Rates Following Power Rasp Joint Preparation for Foot and Ankle Arthrodesis: A Retrospective Study of 418 Fusions.
J Foot Ankle Surg
January 2025
Surgical Fellow, Florida Orthopedic Foot & Ankle Center Fellowship, 5741 Bee Ridge Rd #490, Sarasota, FL 34233. Electronic address:
Joint arthrodesis is a very common surgical approach in foot and ankle surgery at various anatomic levels. Several techniques have demonstrated the ability to provide successful fusion with appropriate preparation of the joint in question. With that in mind, the joint preparation, regardless of approach or instrumentation, is consistently the most time-consuming.
View Article and Find Full Text PDFMeat yields and primal cut weights from beef carcasses can be predicted with similar accuracies using in-abattoir 3D measurements or EUROP classification grade.
Meat Sci
December 2024
Scotland's Rural College, West Mains Road, UK.
Three-dimensional (3D) measurements extracted from beef carcass images were used to predict the weight of four saleable meat yield (SMY) traits (total SMY and the SMY of the forequarter, flank, and hindquarter) and four primal cuts (sirloin, ribeye, topside and rump). Data were collected at two UK abattoirs using time-of-flight cameras and manual bone out methods. Predictions were made for 484 carcasses, using multiple linear regression (MLR) or machine learning (ML) techniques.
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