Login
 Forum
 
 
Thesis topic proposal
 
András Hajdu
Medical image processing, automatic screening systems

THESIS TOPIC PROPOSAL

Institute: University of Debrecen
computer sciences
Doctoral School of Informatics

Thesis supervisor: András Hajdu
Location of studies (in Hungarian): Debreceni Egyetem Informatikai Kar
Abbreviation of location of studies: DE IK


Description of the research topic:

The aim of the research is to develop methods for supporting clinical decisions and automatic screening systems primarily based on the processing of image/video data. Particularly, among the main tasks we can find the extraction of anatomic parts and lesions form images and videos recorded by mobile devices or high-tech clinical devices. Decision making can be realized using both traditional and advanced (e.g. deep learning) machine learning tools. As specific clinical fields, the research can focus on the processing of retinal or dermatologic images/videos, however, the development of general methodology is preferred. Efficient implementation issues are also to be investigated with a specific focus on Big Data related issues in case of large amount of visual data.

Recommended language skills (in Hungarian): angol
Number of students who can be accepted: 1

Deadline for application: 2018-02-16


2024. IV. 17.
ODT ülés
Az ODT következő ülésére 2024. június 14-én, pénteken 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )