Development and validation of 3D printed anthropomorphic head phantom with eccentric holes for medical LINAC quality assurance testing in stereotactic radiosurgery

A K, Shahi Nabhan; Saxena, Kritik; Puzhakkal, Niyas; Mathew, Jose; K, Deepak Lawrence

doi:10.1016/j.medengphy.2024.104217

Medical Engineering & Physics

2024

DOI: 10.1016/j.medengphy.2024.104217

|View full text |Cite

Development and validation of 3D printed anthropomorphic head phantom with eccentric holes for medical LINAC quality assurance testing in stereotactic radiosurgery

Shahi Nabhan A K,

Kritik Saxena,

Niyas Puzhakkal

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2025

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 22 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Transforming abdominal reconstruction-impact of artificial intelligence algorithms and advanced technologies on the efficiency of vascularized flaps and postoperative functional restoration: a systematic review

Chafla Romero,

Navarro Hernandez,

Andrade Veloz

et al. 2025

Salud, Ciencia y Tecnología

View full text Add to dashboard Cite

Abdominal Reconstruction shows the progress created by artificial intelligence and machine learning AI & ML, especially those involving vascularized flaps. Therefore, this systematic review seeks to find out how incorporating AI can transform surgical accuracy, minimize post-surgical complications, as well as improve the recovery process. AI is already being used for planning surgery forecasting failure of flaps as well and minimizing SSI. Machine learning models like neural networks demonstrate impressive accuracy in identifying high-risk patients such as those with obesity, chemotherapy exposure, or large fascial defects. Real-time data analytics, remote monitoring through AI and ML have improved the decision-making process and led to efficient surgeries and better functional outcomes by reducing surgical failure and post-operative complications. Integrating AI into complex surgical environments requires carefully balancing machine recommendations and human expertise yet ethical concerns surrounding data transparency, bias, and patient privacy and these concerns need critical consideration and must be addressed. We conducted this review systematically to evaluate existing studies, revealing that while AI is promising to improve surgical outcomes, its real-world applications are still in their infancy, and we will evaluate how AI has transformed abdominal reconstruction surgical procedures, plastic surgeries, such as breast reconstruction or abdominal wall hernias, or other oncological resections

show abstract

Transforming abdominal reconstruction-impact of artificial intelligence algorithms and advanced technologies on the efficiency of vascularized flaps and postoperative functional restoration: a systematic review

Chafla Romero,

Navarro Hernandez,

Andrade Veloz

et al. 2025

Salud, Ciencia y Tecnología

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Development and validation of 3D printed anthropomorphic head phantom with eccentric holes for medical LINAC quality assurance testing in stereotactic radiosurgery

Cited by 1 publication

References 22 publications

Transforming abdominal reconstruction-impact of artificial intelligence algorithms and advanced technologies on the efficiency of vascularized flaps and postoperative functional restoration: a systematic review

Transforming abdominal reconstruction-impact of artificial intelligence algorithms and advanced technologies on the efficiency of vascularized flaps and postoperative functional restoration: a systematic review

Contact Info

Product

Resources

About