Detail of the student project

Topic:New Natural Language Processing Methods in Medical Applications
Supervisor:Doc. Ing. Daniel Novák Ph.D., Ing. Jindřich Prokop
Announce as:PTO
Description:Natural communication simulating conversation with medical professional and easy voice control of software surgery support tools are among the most progressive technologies in medicine.

The topic expands on issues specific to communication within medical domain such as medical jargon usage, abbreviations or lack of standardized clinical practices.

The research in natural language processing will be applied chiefly in neurology, cardiology (voice communication with visualization software during deep brain stimulation or atrial fibrillation ablation), addictology (therapeutic communication between patient and artificial intelligence based dialog system), or diabetology (disease management support therapy).

1) Explore natural language processing methods used in medicine.
2) Apply chosen method to the domain of addictology or diabetology.
3) Evaluate effectiveness of the method against medical professional.
Max.number of students:6

Warning: the registration to the PTO can be canceled only by supervisor.
Responsible person: Petr Pošík