A review on deep-learning algorithms for fetal ultrasound-image analysis
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 …
fetal images. A number of survey papers in the field is today available, but most of them are …
Artificial intelligence in obstetric ultrasound: A scoping review
R Horgan, L Nehme, A Abuhamad - Prenatal Diagnosis, 2023 - Wiley Online Library
The objective is to summarize the current use of artificial intelligence (AI) in obstetric
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
TransFSM: Fetal anatomy segmentation and biometric measurement in ultrasound images using a hybrid transformer
Biometric parameter measurements are powerful tools for evaluating a fetus's gestational
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …
age, growth pattern, and abnormalities in a 2D ultrasound. However, it is still challenging to …
Evolution of multiorgan segmentation techniques from traditional to deep learning in abdominal CT images–A systematic review
H Kaur, N Kaur, N Neeru - Displays, 2022 - Elsevier
Abdominal organ segmentation is the crucial research direction in computer assisted
diagnostic systems. Segmentation of multiple organs in medical images is known as …
diagnostic systems. Segmentation of multiple organs in medical images is known as …
[HTML][HTML] Fetal biometry and amniotic fluid volume assessment end-to-end automation using Deep Learning
Fetal biometry and amniotic fluid volume assessments are two essential yet repetitive tasks
in fetal ultrasound screening scans, aiding in the detection of potentially life-threatening …
in fetal ultrasound screening scans, aiding in the detection of potentially life-threatening …
[HTML][HTML] Segmentation-based vs. regression-based biomarker estimation: a case study of fetus head circumference assessment from ultrasound images
The fetus head circumference (HC) is a key biometric to monitor fetus growth during
pregnancy, which is estimated from ultrasound (US) images. The standard approach to …
pregnancy, which is estimated from ultrasound (US) images. The standard approach to …
[HTML][HTML] Automatic segmentation of ameloblastoma on ct images using deep learning with limited data
L Xu, K Qiu, K Li, G Ying, X Huang, X Zhu - BMC Oral Health, 2024 - Springer
Background Ameloblastoma, a common benign tumor found in the jaw bone, necessitates
accurate localization and segmentation for effective diagnosis and treatment. However, the …
accurate localization and segmentation for effective diagnosis and treatment. However, the …
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis
Over the past decade, deep-learning (DL) algorithms have become a promising tool to aid
clinicians in identifying fetal head standard planes (FHSPs) during ultrasound (US) …
clinicians in identifying fetal head standard planes (FHSPs) during ultrasound (US) …
Analytical study of the encoder-decoder models for ultrasound image segmentation
S Srivastava, A Vidyarthi, S Jain - Service Oriented Computing and …, 2024 - Springer
Accurate diagnosis and treatment planning for medical conditions rely heavily on the results
of medical image segmentation. Medical images are available in many modalities like CT …
of medical image segmentation. Medical images are available in many modalities like CT …
Research and application of tongue and face diagnosis based on deep learning
L Feng, ZH Huang, YM Zhong, WK Xiao… - Digital …, 2022 - journals.sagepub.com
Objective To explore the technical research and application characteristics of deep learning
in tongue-facial diagnosis. Methods Through summarizing the merits and demerits of current …
in tongue-facial diagnosis. Methods Through summarizing the merits and demerits of current …