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
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
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
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
