Recent advances in machine learning applied to ultrasound imaging

M Micucci, A Iula - Electronics, 2022 - mdpi.com
Machine learning (ML) methods are pervading an increasing number of fields of application
because of their capacity to effectively solve a wide variety of challenging problems. The …

Machine learning and deep learning applied in ultrasound

LM Pehrson, C Lauridsen… - Ultraschall in der Medizin …, 2018 - thieme-connect.com
We live in an exciting time, which many call the Information Age, signifying the fact that the
amount of information in the world is growing exponentially. The use of medical imaging is …

Recent advances in artificial intelligence-assisted ultrasound scanning

R Tenajas, D Miraut, CI Illana, R Alonso-Gonzalez… - Applied Sciences, 2023 - mdpi.com
Ultrasound (US) is a flexible imaging modality used globally as a first-line medical exam
procedure in many different clinical cases. It benefits from the continued evolution of …

[HTML][HTML] Deep learning in medical ultrasound analysis: a review

S Liu, Y Wang, X Yang, B Lei, L Liu, SX Li, D Ni… - Engineering, 2019 - Elsevier
Ultrasound (US) has become one of the most commonly performed imaging modalities in
clinical practice. It is a rapidly evolving technology with certain advantages and with unique …

Machine learning for medical ultrasound: status, methods, and future opportunities

LJ Brattain, BA Telfer, M Dhyani, JR Grajo… - Abdominal radiology, 2018 - Springer
Ultrasound (US) imaging is the most commonly performed cross-sectional diagnostic
imaging modality in the practice of medicine. It is low-cost, non-ionizing, portable, and …

[HTML][HTML] Artificial intelligence in diagnostic ultrasonography

O Dicle - Diagnostic and Interventional Radiology, 2023 - ncbi.nlm.nih.gov
Artificial intelligence (AI) continues to change paradigms in the field of medicine with new
applications that are applicable to daily life. The field of ultrasonography, which has been …

A deep learning based approach for classification of abdominal organs using ultrasound images

DS Reddy, P Rajalakshmi, MA Mateen - Biocybernetics and Biomedical …, 2021 - Elsevier
Ultrasound imaging is one of the primary modalities used for diagnosing a multitude of
medical conditions affecting organs and soft tissues the body. Unlike X-rays, which use …

Deep learning in medical ultrasound image analysis: a review

Y Wang, X Ge, H Ma, S Qi, G Zhang, Y Yao - IEEE Access, 2021 - ieeexplore.ieee.org
Ultrasound (US) is one of the most widely used imaging modalities in medical diagnosis. It
has the advantages of real-time, low cost, noninvasive nature, and easy to operate …

Machine learning-enabled quantitative ultrasound techniques for tissue differentiation

H Thomson, S Yang, S Cochran - Journal of Medical Ultrasonics, 2022 - Springer
Purpose Quantitative ultrasound (QUS) infers properties about tissue microstructure from
backscattered radio-frequency ultrasound data. This paper describes how to implement the …

Machine learning techniques for medical images in PCOS

A Makhdoomi, N Jan, P Palak… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Polycystic Ovary Syndrome is an endocrine and lifestyle disorder that affects women of the
reproductive age. It is a disorder that causes the ovaries to enlarge due to the presence of …