A5044354575- Diabetic Foot Ulcer Assessment and Management
- Foot and Ankle Surgery
- Total Knee Arthroplasty Outcomes
- Lower Extremity Biomechanics and Pathologies
- Shoulder Injury and Treatment
- Orthopedic Surgery and Rehabilitation
- Orthopaedic implants and arthroplasty
- Medical Imaging and Analysis
- Orthopedic Infections and Treatments
- Bone fractures and treatments
Jagiellonian University
2023
Grochowski Hospital
2021-2023
Assessment of the potential utility deep learning with subsequent image analysis to automate measurement hallux valgus and intermetatarsal angles from radiographs serve as a preoperative aid in establishing severity for clinical decision-making.To investigate accuracy automated measurements further integration planning process.The data comprises 265 consecutive digital anteroposterior weightbearing foot radiographs. 181 were utilized training (161) validating (20) U-Net neural network...
Artificial intelligence and deep learning have shown promising results in medical imaging interpreting radiographs. Moreover, community shows a gaining interest automating routine diagnostics issues orthopedic measurements.To verify the accuracy of automated patellar height assessment using learning-based bone segmentation detection approach on high resolution radiographs.218 Lateral knee radiographs were included analysis. 82 utilized for training 10 other validation U-Net neural network to...
The aim of this study was to evaluate the bone union, complication rate, clinical and functional outcomes long-stemmed total knee arthroplasty (TKA) in patients with periprosthetic femoral or tibial shaft fractures coexisting advanced osteoarthritis (OA). This retrospective comprised 25 who underwent surgery due fractures: (1) severe OA (2) a fracture requiring implant exchange. In all cases, stabilization performed intramedullary use implants without additional fixation material (plates,...