Machine learning in robotic ultrasound imaging: Challenges and perspectives

Y Bi, Z Jiang, F Duelmer, D Huang… - Annual Review of …, 2024 - annualreviews.org
This article reviews recent advances in intelligent robotic ultrasound imaging systems. We
begin by presenting the commonly employed robotic mechanisms and control techniques in …

Robotic ultrasound imaging: State-of-the-art and future perspectives

Z Jiang, SE Salcudean, N Navab - Medical image analysis, 2023 - Elsevier
Ultrasound (US) is one of the most widely used modalities for clinical intervention and
diagnosis due to the merits of providing non-invasive, radiation-free, and real-time images …

An overview of systems and techniques for autonomous robotic ultrasound acquisitions

K Li, Y Xu, MQH Meng - IEEE Transactions on Medical Robotics …, 2021 - ieeexplore.ieee.org
Ultrasound (US) acquisition in standard clinical procedures requires manual operation of the
probe based on the interpretation of the image. A robotic system for autonomous US …

Review of robot-assisted medical ultrasound imaging systems: Technology and clinical applications

Q Huang, J Zhou, ZJ Li - Neurocomputing, 2023 - Elsevier
Abstract Robot-assisted Medical Ultrasound Imaging Systems (RMUIS) leverage the
accuracy and stability of robotic motion and offer the potential to standardize medical …

Robotic ultrasonography for autonomous non-invasive diagnosis—A systematic literature review

MC Roshan, A Pranata… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This systematic review was conducted to synthesize and critically appraise the current
evidence on the automation of non-invasive diagnostic ultrasonography using robots …

Ultrasound guidance in minimally invasive robotic procedures

M Antico, F Sasazawa, L Wu, A Jaiprakash… - Medical image …, 2019 - Elsevier
In the past decade, medical robotics has gained significant traction within the surgical field.
While the introduction of fully autonomous robotic systems for surgical procedures still …

Medical robotics for ultrasound imaging: current systems and future trends

F von Haxthausen, S Böttger, D Wulff, J Hagenah… - Current robotics …, 2021 - Springer
Abstract Purpose of Review This review provides an overview of the most recent robotic
ultrasound systems that have contemporary emerged over the past five years, highlighting …

Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

Z Jiang, Y Bi, M Zhou, Y Hu, M Burke… - … Journal of Robotics …, 2024 - journals.sagepub.com
Ultrasound (US) imaging is widely used for biometric measurement and diagnosis of internal
organs due to the advantages of being real-time and radiation-free. However, due to inter …

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 …

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 …