Machine and deep learning for workflow recognition during surgery
N Padoy - Minimally Invasive Therapy & Allied Technologies, 2019 - Taylor & Francis
Recent years have seen tremendous progress in artificial intelligence (AI), such as with the
automatic and real-time recognition of objects and activities in videos in the field of computer …
automatic and real-time recognition of objects and activities in videos in the field of computer …
A survey of sensors in healthcare workflow monitoring
RS Antunes, LA Seewald, VF Rodrigues… - ACM Computing …, 2018 - dl.acm.org
Activities of a clinical staff in healthcare environments must regularly be adapted to new
treatment methods, medications, and technologies. This constant evolution requires the …
treatment methods, medications, and technologies. This constant evolution requires the …
Human pose estimation on privacy-preserving low-resolution depth images
V Srivastav, A Gangi, N Padoy - International conference on medical …, 2019 - Springer
Human pose estimation (HPE) is a key building block for developing AI-based context-
aware systems inside the operating room (OR). The 24/7 use of images coming from …
aware systems inside the operating room (OR). The 24/7 use of images coming from …
A multi-view RGB-D approach for human pose estimation in operating rooms
A Kadkhodamohammadi, A Gangi… - 2017 IEEE winter …, 2017 - ieeexplore.ieee.org
Many approaches have been proposed for human pose estimation in single and multi-view
RGB images. However, some environments, such as the operating room, are still very …
RGB images. However, some environments, such as the operating room, are still very …
Creating a Digital Twin of Spinal Surgery: A Proof of Concept
Surgery digitalization is the process of creating a virtual replica of real-world surgery also
referred to as a surgical digital twin (SDT). It has significant applications in various fields …
referred to as a surgical digital twin (SDT). It has significant applications in various fields …
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room
V Srivastav, A Gangi, N Padoy - Medical image analysis, 2022 - Elsevier
The fine-grained localization of clinicians in the operating room (OR) is a key component to
design the new generation of OR support systems. Computer vision models for person pixel …
design the new generation of OR support systems. Computer vision models for person pixel …
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
VF Rodrigues, RS Antunes, LA Seewald, R Bazo… - Future Generation …, 2022 - Elsevier
Despite the advancements to improve patient safety, a significant number of errors still occur
in Operating Suites (OS). To improve medical decision-making and the resulting quality of …
in Operating Suites (OS). To improve medical decision-making and the resulting quality of …
Advances in sensing and processing methods for three-dimensional robot vision
Y He, S Chen - International Journal of Advanced Robotic …, 2018 - journals.sagepub.com
In this article, we survey the recent developments of sensing methods in three-dimensional
robot vision, centering on the current three-dimensional sensors and core techniques …
robot vision, centering on the current three-dimensional sensors and core techniques …
[HTML][HTML] Digital twins as a unifying framework for surgical data science: the enabling role of geometric scene understanding
Surgical data science is devoted to enhancing the quality, safety, and efficacy of
interventional healthcare. While the use of powerful machine learning algorithms is …
interventional healthcare. While the use of powerful machine learning algorithms is …
Interventional Techniques for Bone and Musculoskeletal Soft Tissue Tumors: Current Practices and Future Directions–Part II. Stabilization
Percutaneous image-guided oncologic interventions have rapidly evolved over the last two
decades as an independent strategy or used within a first-, second-, or even third-line …
decades as an independent strategy or used within a first-, second-, or even third-line …