Publications by authors named "A Ballardini"

Treatment of critical-sized bone defects typically involves implantation of a bone graft. Various types of bone grafts are nowadays marketed, categorized by their origin as allografts, xenografts, or synthetic grafts. Despite their widespread use, a comprehensive understanding of their morphology and mechanical response remains elusive.

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The development of reliable treatments for infected or potentially infected bone loss resulting from open fractures and non-unions is extremely urgent, especially to reduce the prolonged courses of antimicrobial therapy to which affected patients are subjected. Numerous bone graft substitutes have been used over the years, but there are currently no effective solutions to treat critical bone loss, especially in the presence of infection. The present study evaluated the use of the biomorphic calcium phosphate bone scaffold b.

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Article Synopsis
  • Understanding urban intersections is vital for self-driving cars and Advanced Driver Assistance Systems (ADAS) since these areas account for a significant percentage of road fatalities.
  • The research investigates various methods for detecting and classifying intersection geometries using front-facing cameras, exploring both single-frame and temporal integration approaches with Deep Neural Networks (DNNs).
  • A new dataset is created through data augmentation using Generative Adversarial Networks (GANs) to enhance training data quality and generalizability, highlighting the importance of camera field of view over other factors.
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Anticipating pedestrian crossing behavior in urban scenarios is a challenging task for autonomous vehicles. Early this year, a benchmark comprising JAAD and PIE datasets have been released. In the benchmark, several state-of-the-art methods have been ranked.

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