Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation
Myocardial infarction is a leading cause of death and illness globally which necessitates early detection and characterization of the infarcted tissue for treatment planning and prognosis. Accurate and fast segmentation of this tissue is crucial for quantifying disease severity. CNNs have shown prom...
Published in: | 14th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2024 - Proceedings |
---|---|
Main Author: | Damit D.S.A.; Hilmi A.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Leh N.A.M. |
Format: | Conference paper |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207099257&doi=10.1109%2fICCSCE61582.2024.10696767&partnerID=40&md5=bf88292c1706db8633ebf69212d93f0b |
Similar Items
-
Navigating Tversky Loss Function Hyperparameter Spaces using Particle Swarm Optimization for Myocardial Scar Segmentation
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Razali N.F.; Marzuki M.I.F.
Published: (2024) -
Automated DeepLabV3+ based model for left ventricle segmentation on short-axis late gadolinium enhancement-magnetic cardiac resonance imaging images
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.
Published: (2024) -
PVA/gelatin hydrogel loaded with propolis for the treatment of myocardial infarction
by: Pangesty A.I.; Dwinovandi C.S.; Sunarso; Tarigan S.J.A.P.; Rahman S.F.; Katili P.A.; Azwani W.; Whulanza Y.; Abdullah A.H.
Published: (2024) -
Electrocardiogram profiling of myocardial infarction history using MLP and HMLP networks
by: Gani F.S.A.; Nordin M.K.; Yassin A.I.M.; Ibrahim I.P.; Megat Ali M.S.A.
Published: (2019) -
Use of Deep Learning for Liver Segmentation during Laparoscopic Cholecystectomy
by: Ghobadighadikalaei V.; Ismail L.I.; Hasan W.Z.W.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Published: (2024)