Takafumi Hiranaka

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 5

Top Topics

Convolutional Neural Network

Surgical Instruments

Human Observers

Top Venues

Medical Imaging: Image-Guided Procedures

Publications

Shadman Sakib, Belayat Hossain, Takafumi Hiranaka, Syoji Kobashi
Hand Frame Extraction in Surgical Video Images Using Convolutional Neural Network. SCIS/ISIS (2020)
Md Belayat Hossain, Shoichi Nishio, Takafumi Hiranaka, Syoji Kobashi
A deep learning approach for surgical instruments detection in orthopaedic surgery using transfer learning. Medical Imaging: Image-Guided Procedures (2020)
Soichi Nishio, Md Belayat Hossain, Naomi Yagi, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi
Surgical Phase Recognition Method with a Sequential Consistency for CAOS-AI Navigation System. LifeTech (2020)
Moazzem Hossain, Soichi Nishio, Takafumi Hiranaka, Syoji Kobashi
Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks. CoRR (2018)
Soichi Nishio, Moazzem Hossain, Md Belayat Hossain, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi
Real-Time Orthopedic Surgery Procedure Recognition Method with Video Images from Smart Glasses Using Convolutional Neural Network. SMC (2018)