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Artificial Neural Network for Prediction of Clinical Outcomes
Application A machine learning model to predict the need for ventriculoperitoneal shunt after posterior fossa tumor resection. Key Benefits Highly accurate prediction of post-surgical complications. Reducing healthcare costs by predicting prognoses and increasing efficiency of post-surgical treatment. Market Summary Neurosurgical procedures...
Published: 7/30/2024       Contributor(s): Kimberly Hoang, Ali Alawieh, David Bray
Psychosis Prediction Using Speech Patterns
Application Linguistic software to predict and diagnose psychosis. Key Benefits New method of diagnosing psychosis. Very high accuracy rate (86.7%). Market Summary Psychotic disorders are mental illnesses characterized by delusions, hallucinations, and disorganized thinking and speaking. Schizophrenia is an example of a psychotic disorder....
Published: 7/30/2024       Contributor(s): Phillip Wolff, Jinho Choi