INTEGRATION OF DIGITAL TWIN IN GLAUCOMA IDENTIFICATION AND MONITORING - AN ADVANCED PERSPECTIVE IN OPHTHALMOLOGIC DIAGNOSIS

被引：0

作者：

Iliuta, Miruna - Elena ^{[1
]}

Moisescu, Mihnea - Alexandru ^{[1
]}

Caramihai, Simona - Iuliana ^{[1
]}

Pop, Eugen ^{[1
]}

Anghel, Ana - Magdalena ^{[1
]}

Mitulescu, Traian - Costin ^{[2
]}

机构：

[1] UNST POLITEHN Bucharest, Fac Automat Control & Comp, Bucharest, Romania

[2] Univ Med & Pharm Carol Davila, Bucharest, Romania

来源：

UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2024年 / 86卷 / 04期

关键词：

Digital Twin; Medical Digital Twin; GRAPE dataset; ophthalmologic diagnosis; glaucoma;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Digital Twins are becoming part of complex systems in various domains such as: manufacturing, medicine, smart cities, and energy production. This paper addresses the application of Digital Twin in medicine, particularly in ophthalmology. Digital Twins can be developed in relation to organs, systems and even the entire human body and concepts from system of systems theory can be applied. The focus is on training a convolutional neural network based on a multi-modal dataset of longitudinal follow-up visual field and fundus images for glaucoma management.

引用

页码：43 / 58

页数：16

共 27 条

[1] Rapid identification and monitoring of digital twin wings damage patterns
Wang Z.
Su H.
Gong C.
Cai Y.
Ding X.
Yang Y.
Hangkong Dongli Xuebao/Journal of Aerospace Power, 2024, 39 (06):
[2] Digital twin based reference architecture for petrochemical monitoring and fault diagnosis
Hu, Shaolin
Wang, Shihua
Su, Naiquan
Li, Xiwu
Zhang, Qinghua
OIL & GAS SCIENCE AND TECHNOLOGY-REVUE D IFP ENERGIES NOUVELLES, 2021, 76
[3] Advanced Predictive Analytics for Fetal Heart Rate Variability Using Digital Twin Integration
Lwin, Tunn Cho
Zin, Thi Thi
Tin, Pyke
Kino, Emi
Ikenoue, Tsuyomu
SENSORS, 2025, 25 (05)
[4] Digital-Twin based Services for advanced Monitoring and Control of future power systems
Kummerow, Andre
Nicolai, Steffen
Brosinsky, Christoph
Westermann, Dirk
Naumann, Andre
Richter, Marc
2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2020,
[5] Advanced digital twin-enabled fault diagnosis framework for unmanned vehicle systems
Li, Junfeng
Wang, Jianyu
MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (07)
[6] Challenges of Digital Twin Technologies Integration in Modular Construction: A Case from a Manufacturer's Perspective
Aldabbas, Laith Jamal
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (04) : 163 - 167
[7] Implementation of Digital Twin-Assisted Condition Monitoring and Fault Diagnosis for Wind Turbines
Dinh, Minh-Chau
Ngo, Manh-Tuan
Kim, Changhyun
Lee, Seok Ju
Yu, In-Keun
Park, Minwon
2023 12TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS, ICRERA, 2023, : 146 - 150
[8] Integration of Railway Bridge Structural Health Monitoring into the Internet of Things with a Digital Twin: A Case Study
Armijo, Alberto
Zamora-Sanchez, Diego
SENSORS, 2024, 24 (07)
[9] A Real-Time Monitoring and Diagnosis Method of Production Line Conveyor Chain for Digital Twin
Liu, Bo
Shi, Ying-Ming
Journal of Computers (Taiwan), 2023, 34 (02) : 191 - 202
[10] A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System
Shangguan, Duansen
Chen, Liping
Ding, Jianwan
SYMMETRY-BASEL, 2020, 12 (08):

← 1 2 3 →