AIMC Topic: Pregnancy
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New horizons in human sperm selection for assisted reproduction.
Frontiers in endocrinology
Feb 22, 2023
Male infertility is a commonly encountered pathology that is estimated to be a contributory factor in approximately 50% of couples seeking recourse to assisted reproductive technologies. Upon clinical presentation, such males are commonly subjected t...
Machine learning to study placental pathology: Risk of reification and other considerations.
Paediatric and perinatal epidemiology
Feb 15, 2023
Artificial intelligence and fetal ultrasound biometry: Challenges and perspectives.
Diagnostic and interventional imaging
Feb 15, 2023
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries.
Scientific reports
Feb 15, 2023
Most artificial intelligence (AI) research and innovations have concentrated in high-income countries, where imaging data, IT infrastructures and clinical expertise are plentiful. However, slower progress has been made in limited-resource environment...
Multi-centre deep learning for placenta segmentation in obstetric ultrasound with multi-observer and cross-country generalization.
Scientific reports
Feb 8, 2023
The placenta is crucial to fetal well-being and it plays a significant role in the pathogenesis of hypertensive pregnancy disorders. Moreover, a timely diagnosis of placenta previa may save lives. Ultrasound is the primary imaging modality in pregnan...
EEG emotion recognition using improved graph neural network with channel selection.
Computer methods and programs in biomedicine
Feb 1, 2023
BACKGROUND AND OBJECTIVE: Emotion classification tasks based on electroencephalography (EEG) are an essential part of artificial intelligence, with promising applications in healthcare areas such as autism research and emotion detection in pregnant w...
Application of Artificial Intelligence in Anatomical Structure Recognition of Standard Section of Fetal Heart.
Computational and mathematical methods in medicine
Jan 24, 2023
Congenital heart defect (CHD) refers to the overall structural abnormality of the heart or large blood vessels in the chest cavity. It is the most common type of fetal congenital defects. Prenatal diagnosis of congenital heart disease can improve the...
Application of artificial neural networks in reproductive medicine.
Human fertility (Cambridge, England)
Jan 11, 2023
With the emergence of the age of information, the data on reproductive medicine has improved immensely. Nonetheless, healthcare workers who wish to utilise the relevance and implied value of the various data available to aid clinical decision-making ...
Application of EfficientNet-B0 and GRU-based deep learning on classifying the colposcopy diagnosis of precancerous cervical lesions.
Cancer medicine
Jan 11, 2023
BACKGROUND: Colposcopy is indispensable for the diagnosis of cervical lesions. However, its diagnosis accuracy for high-grade squamous intraepithelial lesion (HSIL) is at about 50%, and the accuracy is largely dependent on the skill and experience of...
New frontiers in embryo selection.
Journal of assisted reproduction and genetics
Jan 7, 2023
Human infertility is a major global public health issue estimated to affect one out of six couples, while the number of assisted reproduction cycles grows impressively year over year. Efforts to alleviate infertility using advanced technology are gai...
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