[HTML][HTML] 2-step deep learning model for landmarks localization in spine radiographs

A Cina, T Bassani, M Panico, A Luca, Y Masharawi… - Scientific Reports, 2021 - nature.com
In this work we propose to use Deep Learning to automatically calculate the coordinates of
the vertebral corners in sagittal x-rays images of the thoracolumbar spine and, from those …

[HTML][HTML] Image-based biomechanical models of the musculoskeletal system

F Galbusera, A Cina, M Panico, D Albano… - European radiology …, 2020 - Springer
Finite element modeling is a precious tool for the investigation of the biomechanics of the
musculoskeletal system. A key element for the development of anatomically accurate, state-of-…

Biomechanics of sacropelvic fixation: a comprehensive finite element comparison of three techniques

…, T Villa, S Yerby, A Mesiwala, M Panico… - European Spine …, 2020 - Springer
Purpose Sacropelvic fixation is frequently used in combination with thoracolumbar instrumentation
for complex deformity correction and is commonly associated with pseudoarthrosis, …

The use of triangular implants to enhance sacropelvic fixation: a finite element investigation

M Panico, RD Chande, DP Lindsey, A Mesiwala… - The Spine Journal, 2020 - Elsevier
Background context Long thoracolumbar fixation and fusion have become a consolidated
treatment for severe spinal disorders. Concomitant sacropelvic fixation with S2 alar-iliac (S2AI) …

[HTML][HTML] The simulation of muscles forces increases the stresses in lumbar fixation implants with respect to pure moment loading

M Panico, T Bassani, TMT Villa… - … in Bioengineering and …, 2021 - frontiersin.org
Simplified loading conditions such as pure moments are frequently used to compare
different instrumentation techniques to treat spine disorders. The purpose of this study was to …

[HTML][HTML] A fresh look at spinal alignment and deformities: Automated analysis of a large database of 9832 biplanar radiographs

F Galbusera, T Bassani, M Panico… - … in Bioengineering and …, 2022 - frontiersin.org
We developed and used a deep learning tool to process biplanar radiographs of 9832 non-surgical
patients suffering from spinal deformities, with the aim of reporting the statistical …

[HTML][HTML] Innovative sacropelvic fixation using iliac screws and triangular titanium implants

M Panico, RD Chande, DP Lindsey, A Mesiwala… - European Spine …, 2021 - Springer
Purpose Sacropelvic fixation is frequently used in combination with thoracolumbar
instrumentation for the correction of severe spinal deformities. The purpose of this study was to …

Automatic diagnosis of spinal disorders on radiographic images: leveraging existing unstructured datasets with natural language processing

F Galbusera, A Cina, T Bassani, M Panico… - Global spine …, 2023 - journals.sagepub.com
Study Design: Retrospective study. Objectives: Huge amounts of images and medical reports
are being generated in radiology departments. While these datasets can potentially be …

High-demand spinal deformity with multi-rod constructs and porous fusion/fixation implants: A finite element study

M Panico, RD Chande, DP Lindsey… - Global Spine …, 2022 - journals.sagepub.com
Study Design Basic science (finite element analysis). Objectives Pedicle subtraction osteotomy
(PSO) at L5 is an effective treatment for sagittal imbalance, especially in select cases of …

Stability and Instrumentation Stresses Among Sacropelvic Fixation Techniques With Novel Porous Fusion/Fixation Implants: A Finite Element Study

M Panico, RD Chande, DP Lindsey… - International Journal of …, 2023 - ijssurgery.com
Background Sacropelvic fixation is frequently combined with thoracolumbar instrumentation
for correcting spinal deformities. This study aimed to characterize sacropelvic fixation …