Recommend Speciality Doctor from Health Transcription: Ensemble Machine Learning Approach

The primary care doctor suggests a medical specialty doctor after careful evaluations of all symptoms and diagnostics reported from the patient. These symptoms and diagnostics reports can now be gathered using several automated patient content management systems. Identifying which specialty doctor is needed for a patient still depends on the primary care doctor's opinion. In this research, we proposed a recommendation system that will recommend a doctor based on the result of ensemble machine learning (ML) and natural language processing (NLP) techniques. We developed a prototype and exhibited promising results, which indicate that this approach can be utilized in the health care industry.