Mixed Reality and Artificial Intelligence: A Holistic Approach to Multimodal Visualization and Extended Interaction in Knee Osteotomy.
Andrea MogliaLuca MarsilioMatteo RossiMaria PinelliEmanuele LettieriLuca MainardiAlfonso ManzottiPietro CerveriPublished in: IEEE journal of translational engineering in health and medicine (2023)
In this work, we presented Holoknee, the first holistic application of AI and MR for surgical planning for knee osteotomy. It reported promising results on its potential translation to surgical training, preoperative planning, and surgical guidance. Clinical and Translational Impact Statement - Holoknee can be helpful to support surgeons in the preoperative planning of knee osteotomy. It has the potential to impact positively the training of the future generation of residents and aid surgeons in the intraoperative stage.
Keyphrases
- total knee arthroplasty
- artificial intelligence
- machine learning
- patients undergoing
- big data
- quality improvement
- knee osteoarthritis
- deep learning
- virtual reality
- anterior cruciate ligament reconstruction
- anterior cruciate ligament
- magnetic resonance
- computed tomography
- thoracic surgery
- pain management
- magnetic resonance imaging
- current status