Description of Research Expertise
Medical Imaging, AI, Orthopaedic Engineering
Selected Publications
Asrian G, Suri A, Rajapakse C: Machine learning-based mortality prediction in hip fracture patients using biomarkers J Orthop Res 42 (2): 395-403,2024.
Campos TD, Datto G, Liu A, Wertz D, Mendez-Cruz C, Friday C, Madi R, Hast M, Rajapakse CS: Methods or modeled bioprinting of hard and soft tissues SPIE Medical Imaging : 2024.
Chesnais H, Bastin N, Miguez S, Kargilis D, Kalluri A, Terry A, Rajapakse CS: Predicting Fractures Using Vertebral 18F-NaF Uptake in Prostate Cancer Patients J Bone Metab 30 (4): 329-337,2023.
Kamona N, Jones BC, Lee H, Song HK, Rajapakse CS, Wagner CS, Bartlett SP, Wehrli FW: Cranial bone imaging using ultrashort echo-time bone-selective MRI as an alternative to gradient-echo based "black-bone" techniques MAGMA 37 (1): 83-92,2023.
Lin JK, Hearn CM, Getzen E, Long Q, Lee DC, Keaveny TM, Jayadevappa R, Robinson KW, Wong YN, Maxwell KN, Narayan V, Haas NB, Takvorian SU, Bikle DD, Chiang JM, Khan AN, Rajapakse CS, Morgans AK, Parikh RB: Validation of Biomechanical Computed Tomography for Fracture Risk Classification in Metastatic Hormone-sensitive Prostate Cancer Eur Urol Oncol S2588-9311 (23): 00230-4,2023.
Chan TJ, Rajapakse CS: A Super-Resolution Diffusion Model for Recovering Bone Microstructure from CT Images Radiol Artif Intell 5 (6): e220251,2023.
Vu BD, Jones BC, Lee H, Kamona N, Deshpande RS, Wehrli FW, Rajapakse CS.: Six-minute, in vivo MRI quantification of proximal femur trabecular bone 3D microstructure Bone 177 : 116900,2023.
Rekawek P, Herbst EA, Suri A, Ford BP, Rajapakse CS, Panchal N: Machine Learning and Artificial Intelligence: A Web-Based Implant Failure and Peri-implantitis Prediction Model for Clinicians Int J Oral Maxillofac Implants 38 (3): 576-582b,2023.
Jones BC, Wehrli FW, Kamona N, Deshpande RS, Vu BD, Song HK, Lee H, Grewal RK, Chan TJ, Witschey WR, MacLean MT, Josselyn NJ, Iyer SK, Al Mukaddam M, Snyder PJ, Rajapakse CS: Automated, calibration-free quantification of cortical bone porosity and geometry in postmenopausal osteoporosis from ultrashort echo time MRI and deep learning Bone 171 : 116743,2023.
Suri A, Tang S, Kargilis D, Taratuta E, Kneeland BJ, Choi G, Agarwal A, Anabaraonye N, Xu W, Parente JB, Terry A, Kalluri A, Song K, Rajapakse CS: Conquering the Cobb Angle: A Deep Learning Algorithm for Automated, Hardware-Invariant Measurement of Cobb Angle on Radiographs in Patients with Scoliosis Radiol Artif Intell 5 (4): e220158,2023.
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Academic Contact Information
1 Founders Building
Philadelphia,
PA