지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술대회자료
- 저자정보
- 발행연도
- 2021.10
- 수록면
- 1,788 - 1,791 (4page)
이용수
초록· 키워드
오류제보하기
The number of hospitalized patients and the number of people requiring nursing care are serious social problems in Japan due to the increasing elderly population. The major causes of bedridden patients are bone and joint disorders caused by rheumatoid arthritis and osteoporosis. Early detection and treatment of these bone diseases are important because they significantly interfere with the quality of life (QOL) as the symptoms progress. Visual screening based on CR is used as a diagnosing tool for bone diseases. However, imaging diagnosis is subjective and lacks objectivity, and there is a possibility that lesions may be overlooked. In addition, it is difficult to find out subtle changes from images, increasing the workload for doctors. To solve these problems, there is a need to develop a computer aided diagnosis (CAD) system that can quantitatively diagnose bone diseases. We propose a method for automatic extraction of phalange regions for the CAD system to diagnose these diseases. The proposed method can extract the phalanges with high accuracy by using the improved DeepLabv3+. In this paper, we apply the proposed method to 101 cases of CR images and mIoU of 0.949 was obtained.
목차
Abstract
1. INTRODUCTION
2. METHOD
3. EXPERIMENT
4. DISCUSSION AND CONCLUSION
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Mobile-DeepLabv3+를 이용한 과수화상병 및 유상 질병 진단
대한전자공학회 학술대회
2023 .06
-
Automatic Segmentation of Finger Bone Regions from CR Image Using the Improved HRNet
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
Detection of Phalange Region Based on U-Net
제어로봇시스템학회 국제학술대회 논문집
2018 .10
-
Classification of Osteoporosis from Phalanges CR Images Based on DCNN
제어로봇시스템학회 국제학술대회 논문집
2017 .10
-
Registration of Phalange Region from CR Images Based on Genetic Algorithm
제어로봇시스템학회 국제학술대회 논문집
2018 .10
-
Temporal Difference-based Weighted Instance Segmentation Applied on Consecutive Images for Food Recognition
제어로봇시스템학회 논문지
2023 .12
-
주행 이미지의 왜곡에 따른 Semantic segmentation 변화
제어로봇시스템학회 국내학술대회 논문집
2020 .07
-
Automatic Segmentation Method of Phalange Regions Based on Residual U-Net and MSGVF Snakes
제어로봇시스템학회 국제학술대회 논문집
2019 .10
-
Adaptive Image Segmentation Based on Histogram Transition Zone Analysis
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2016 .12
-
영상 분할을 이용한 영상 전송 시스템에 대한 연구
반도체디스플레이기술학회지
2016 .01
-
Research on damage detection and assessment of civil engineering structures based on DeepLabV3+ deep learning model
Structural Engineering and Mechanics, An Int＇l Journal
2024 .09
-
Color Highlighted Convolutional Neural Network for Action Detection and Segmentation
대한전자공학회 학술대회
2019 .11
-
Image Semantic Segmentation Using Improved ENet Network
JIPS(Journal of Information Processing Systems)
2021 .10
-
초고령 노인의 인지보존 능력이 읽기 이해에 미치는 영향
한국산학기술학회 논문지
2023 .10
-
딥러닝 성능 향상을 위한 3D 의료 영상 증강법
한국CDE학회 논문집
2021 .06
-
Soiling Builds up Gradually : Soiling Semantic Segmentation
제어로봇시스템학회 국제학술대회 논문집
2024 .10
-
합성곱 인공 신경망 기반 비지도 학습을 이용한 철강 미세조직 자동 분류
한국소성가공학회 학술대회 논문집
2022 .12
-
CNN과 가이드 영상을 이용한 세포핵 검출
전자공학회논문지
2018 .09
-
Assessment of Segmentation Impact on Melanoma Classification Using Convolutional Neural Networks
Journal of Computing Science and Engineering
2021 .09
-
Recognition of Specific Parts of Plastic Bottles Using Improved DeepLab v3+
제어로봇시스템학회 국제학술대회 논문집
2023 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0