A review on deep-learning algorithms for fetal ultrasound-image analysis

MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni… - Medical image …, 2023 - Elsevier
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US)
fetal images. A number of survey papers in the field is today available, but most of them are …

Tongue contour tracking and segmentation in lingual ultrasound for speech recognition: A review

K Al-Hammuri, F Gebali, I Thirumarai Chelvan… - Diagnostics, 2022 - mdpi.com
Lingual ultrasound imaging is essential in linguistic research and speech recognition. It has
been used widely in different applications as visual feedback to enhance language learning …

[HTML][HTML] An ensemble-based stage-prediction machine learning approach for classifying fetal disease

D Dash, M Kumar - Healthcare Analytics, 2024 - Elsevier
Fetal diseases often lead to the death of many babies during pregnancies. Machine learning
and deep learning are promising technologies providing efficient and effective detection and …

Intelligent diagnosis of fetal organs abnormal growth in ultrasound images using an ensemble CNN-TLFEM model

G Keerthi, MS Abirami - Multimedia Tools and Applications, 2024 - Springer
In the realm of obstetrics, ultrasound remains a pivotal imaging technique for monitoring fetal
development throughout pregnancy. This study harnesses recent strides in artificial …

Multi-task deep learning for segmentation and landmark detection in obstetric sonography

MB Allan, MH Jafari, NV Woudenberg… - Medical Imaging …, 2022 - spiedigitallibrary.org
The utilization of point-of-care ultrasound (POCUS) has been on rise in recent years,
followed by a growing need for comprehensive, compact obstetrics analysis software …

[PDF][PDF] Vision Transformer-based Context-Aware System for Lingual Ultrasound in Digital Health Ecosystem

K Al-hammuri - 2024 - dspace.library.uvic.ca
The complex nature of modern healthcare systems and the widespread distribution of
healthcare infrastructure made the interoperability within healthcare information system …

DL4US: Unlocking the potential of deep learning for ultrasound image analysis in gynecology and rheumatology

MC Fiorentino - 2023 - iris.univpm.it
Medical imaging is important to healthcare because it can be used for early illness
diagnosis, staging, and management, as well as for choosing the most appropriate treatment …

[CITATION][C] Tongue Contour Tracking and Segmentation in Lingual Ultrasound for Speech Recognition: A Review. Diagnostics 2022, 12, 2811

K Al-hammuri, F Gebali, I Thirumarai Chelvan… - 2022 - s Note: MDPI stays neutral with …