Machine Learning Applications in the field of Cyber Security
Introduction Machine learning has shown tremendous potential in various fields, including cybersecurity. With the rise of digital technology, cyber-attacks have become more sophist
Revolutionizing Maxillofacial Trauma Assessment with Machine Learning and Neural Networks
Introduction In emergency rooms, maxillofacial trauma is common, and accurate assessment is critical for proper treatment planning. Machine learning and neural networks have been i
From Data Collection to Model Development: A Comprehensive Guide to Machine Learning and Neural Networks for Maxillofacial Surgical Assessment
We present a case study to demonstrate the process of developing a machine-learning model for maxillofacial surgical assessment. Hospitals provided a dataset of over 500K maxillofa
Breaking Down the Complexity of Maxillofacial surgical pre-to-postcare with Neural Networks
A 30-year-old man presented with a severe facial injury that necessitated maxillofacial surgery. A team of healthcare professionals, including a surgeon, an anaesthesiologist, and
The Future of Surgical Assessment: How ML and NN are Advancing Emergency Medicine
A 35-year-old male patient was admitted to the emergency department complaining of severe abdominal pain. The presence of acute appendicitis was suggested by the initial physical e
Maximizing Efficiency in Emergency Rooms with Machine Learning for Real Time Maxillofacial, Trauma, Surgical, Medicated Assessment
A large urban/suburban hospital’s Level 1: Trauma center was experiencing long wait times and overcrowding in its emergency room. The maxillofacial, trauma, surgical, and med
