Development of Machine Learning-Based Assessment System for Laparoscopic Surgical Skills Using Motion-Capture.
Koki EbinaTakashige AbeLingbo YanKiyohiko HottaMadoka HighuchiNaoya IwaharaJun FurumidoMasafumi KonSachiyo MuraiYo KurashimaShunsuke KomizunaiTeppei TsujitaKazuya SaseXiaoshuai ChenTaku SenooNobuo ShinoharaAtsushi KonnoPublished in: SII (2024)
Keyphrases
- motion capture
- machine learning
- markerless
- human body
- human motion
- computer animation
- robot assisted
- human figure
- critical thinking skills
- human motion capture
- multi view
- human computer interaction
- motion capture data
- computer graphics
- non rigid structure from motion
- software engineering
- data mining
- artificial intelligence
- computer vision
- surgical procedures
- laparoscopic surgery
- virtual reality
- image processing
- active learning