기계공학부 구성원들의 많은 관심과 참여 부탁드립니다.

▣ 주   제: AI Based Computer Aided Diagnosis for CT images

▣ 연   사: Prof. Tohru Kamiya

▣ 소   속: Kyushu Institute of technology

▣ 일   시: 2023. 12. 11.(Mon) 11:00

▣ 장   소: 제4공학관 D503호

▣ 초   청: 정효일 교수

▣ 초   록

Computed tomography (CT) and many other devices are used as a noninvasive diagnostic technique for evaluating various diseases. However, there are many human perceptual errors which is caused significant limiting factors in the detection of diseases. To overcome this problem, computer aided diagnosis (CAD) has been introduced in medical fields. CAD is a system that assist doctor in the interpretation of medical images. Nowadays it plays a significant role in medical fields to detect abnormalities or/and analyze the shape of the diseases. To make a CAD system, there are many key technologies such as registration, pattern recognition, machine learning etc. To support medical doctor, we have developed many CAD systems. In this lecture, detection of small lung nodules using a subtraction technique, classification of respiratory sounds based on convolutional neural network for analyzing of lung disease are shown.