Exploring Accelerated Skill Acquisition via Tandem Training for Colonoscopy
Richards, Olivia, Obstein, Keith L., Simaan, Nabil
–arXiv.org Artificial Intelligence
New endoscopists require a large volume of expert-proctored colonoscopies to attain minimal competency. Developing multi-fingered, synchronized control of a colonoscope requires significant time and exposure to the device. Current training methods inhibit this development by relying on tool hand-off for expert demonstrations. There is a need for colonoscopy training tools that enable in-hand expert guidance in real-time. We present a new concept of a tandem training system that uses a telemanipulated preceptor colonoscope to guide novice users as they perform a colonoscopy. This system is capable of dual-control and can automatically toggle between expert and novice control of a standard colonoscope's angulation control wheels. Preliminary results from a user study with novice and expert users show the effectiveness of this device as a skill acquisition tool. We believe that this device has the potential to accelerate skill acquisition for colonoscopy and, in the future, enable individualized instruction and responsive teaching through bidirectional actuation.
arXiv.org Artificial Intelligence
Jul-1-2025
- Country:
- Asia
- Japan > Honshū
- Kansai > Kyoto Prefecture > Kyoto (0.05)
- Middle East > UAE
- Abu Dhabi Emirate > Abu Dhabi (0.05)
- Japan > Honshū
- North America > United States
- Tennessee > Davidson County > Nashville (0.05)
- Asia
- Genre:
- Research Report (0.84)
- Industry:
- Health & Medicine > Therapeutic Area
- Gastroenterology (1.00)
- Oncology > Colorectal Cancer (1.00)
- Health & Medicine > Therapeutic Area
- Technology:
- Information Technology > Artificial Intelligence > Robots (0.30)