[HTML][HTML] Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks
Artificial Intelligence (AI) techniques of deep learning have revolutionized the disease
diagnosis with their outstanding image classification performance. In spite of the outstanding …
diagnosis with their outstanding image classification performance. In spite of the outstanding …
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 …
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review
In recent years, cardiovascular diseases (CVDs) have become one of the leading causes of
mortality globally. At early stages, CVDs appear with minor symptoms and progressively get …
mortality globally. At early stages, CVDs appear with minor symptoms and progressively get …
Towards clinical application of artificial intelligence in ultrasound imaging
Artificial intelligence (AI) is being increasingly adopted in medical research and applications.
Medical AI devices have continuously been approved by the Food and Drug Administration …
Medical AI devices have continuously been approved by the Food and Drug Administration …
Deep learning-based computer-aided fetal echocardiography: application to heart standard view segmentation for congenital heart defects detection
Accurate segmentation of fetal heart in echocardiography images is essential for detecting
the structural abnormalities such as congenital heart defects (CHDs). Due to the wide …
the structural abnormalities such as congenital heart defects (CHDs). Due to the wide …
Comparison of vision transformers and convolutional neural networks in medical image analysis: a systematic review
S Takahashi, Y Sakaguchi, N Kouno… - Journal of Medical …, 2024 - Springer
In the rapidly evolving field of medical image analysis utilizing artificial intelligence (AI), the
selection of appropriate computational models is critical for accurate diagnosis and patient …
selection of appropriate computational models is critical for accurate diagnosis and patient …
Medical professional enhancement using explainable artificial intelligence in fetal cardiac ultrasound screening
Diagnostic support tools based on artificial intelligence (AI) have exhibited high performance
in various medical fields. However, their clinical application remains challenging because of …
in various medical fields. However, their clinical application remains challenging because of …
Application of non-negative matrix factorization in oncology: one approach for establishing precision medicine
The increase in the expectations of artificial intelligence (AI) technology has led to machine
learning technology being actively used in the medical field. Non-negative matrix …
learning technology being actively used in the medical field. Non-negative matrix …
[HTML][HTML] Deep learning-based real time detection for cardiac objects with fetal ultrasound video
Fetal cardiac anatomical structure interpretation by ultrasound (US) is a key part of prenatal
assessment. Unfortunately, the numerous speckles in US video, the small size of fetal …
assessment. Unfortunately, the numerous speckles in US video, the small size of fetal …
Introducing AI to the molecular tumor board: one direction toward the establishment of precision medicine using large-scale cancer clinical and biological information
R Hamamoto, T Koyama, N Kouno, T Yasuda… - … hematology & oncology, 2022 - Springer
Abstract Since US President Barack Obama announced the Precision Medicine Initiative in
his New Year's State of the Union address in 2015, the establishment of a precision …
his New Year's State of the Union address in 2015, the establishment of a precision …