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Andrea Cina
Andrea Cina
Dept. of Health Sciences and Technologies, ETH Zurich, Zurich, Switzerland;Spine Center, Schulthess
Verified email at hest.ethz.ch
Title
Cited by
Cited by
Year
The revival of the notes field: leveraging the unstructured content in electronic health records
M Assale, LG Dui, A Cina, A Seveso, F Cabitza
Frontiers in medicine 6, 66, 2019
712019
2-step deep learning model for landmarks localization in spine radiographs
A Cina, T Bassani, M Panico, A Luca, Y Masharawi, M Brayda-Bruno, ...
Scientific Reports 11 (1), 9482, 2021
312021
Image-based biomechanical models of the musculoskeletal system
F Galbusera, A Cina, M Panico, D Albano, C Messina
European radiology experimental 4 (1), 49, 2020
282020
Artificial intelligence accurately detects traumatic thoracolumbar fractures on sagittal radiographs
GS Rosenberg, A Cina, GR Schiró, PD Giorgi, B Gueorguiev, M Alini, ...
Medicina 58 (8), 998, 2022
132022
ISSLS Prize in Bioengineering Science 2021: in vivo sagittal motion of the lumbar spine in low back pain patients—a radiological big data study
F Galbusera, F Niemeyer, Y Tao, A Cina, LM Sconfienza, A Kienle, ...
European spine journal 30, 1108-1116, 2021
132021
Automatic diagnosis of spinal disorders on radiographic images: leveraging existing unstructured datasets with natural language processing
F Galbusera, A Cina, T Bassani, M Panico, LM Sconfienza
Global spine journal 13 (5), 1257-1266, 2023
122023
The influence of baseline clinical status and surgical strategy on early good to excellent result in spinal lumbar arthrodesis: a machine learning approach
P Berjano, F Langella, L Ventriglia, D Compagnone, P Barletta, D Huber, ...
Journal of personalized medicine 11 (12), 1377, 2021
102021
Measuring the critical shoulder angle on radiographs: an accurate and repeatable deep learning model
M Minelli, A Cina, F Galbusera, A Castagna, V Savevski, LM Sconfienza
Skeletal Radiology 51 (9), 1873-1878, 2022
62022
Proximal aortic diameter evolution in hypertensive patients with mild-to-moderate aortic dilatation: a 5-year follow-up experience
D Leone, A Cina, F Tosello, L Sabia, F Vallelonga, E Avenatti, A Astarita, ...
Journal of Hypertension 38 (4), 716-722, 2020
62020
Investigating how reproducibility and geometrical representation in UMAP dimensionality reduction impact the stratification of breast cancer tumors
J Bollon, M Assale, A Cina, S Marangoni, M Calabrese, CB Salvemini, ...
Applied Sciences 12 (9), 4247, 2022
52022
A fresh look at spinal alignment and deformities: Automated analysis of a large database of 9832 biplanar radiographs
F Galbusera, T Bassani, M Panico, LM Sconfienza, A Cina
Frontiers in Bioengineering and Biotechnology 10, 863054, 2022
42022
Accounting for biomechanical measures from musculoskeletal simulation of upright posture does not enhance the prediction of curve progression in adolescent idiopathic scoliosis
T Bassani, A Cina, D Ignasiak, N Barba, F Galbusera
Frontiers in Bioengineering and Biotechnology 9, 703144, 2021
22021
The importance of curve severity, type and instrumentation strategy in the surgical correction of adolescent idiopathic scoliosis: an in silico clinical trial on 64 cases
F Galbusera, A Cina, M Panico, T Bassani
Scientific Reports 11 (1), 1799, 2021
22021
Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner
F Negrini, A Cina, I Ferrario, F Zaina, S Donzelli, F Galbusera, S Negrini
European Spine Journal 32 (11), 3836-3845, 2023
12023
Automatic calculation of cervical spine parameters using deep learning: development and validation on an external dataset
H Nakarai, A Cina, C Jutzeler, A Grob, D Haschtmann, M Loibl, TF Fekete, ...
Global Spine Journal, 21925682231205352, 2023
12023
Image annotation and curation in radiology: an overview for machine learning practitioners
F Galbusera, A Cina
European Radiology Experimental 8 (1), 11, 2024
2024
Prediction of trunk muscle activation and spinal forces in adolescent idiopathic scoliosis during simulated trunk motion: A musculoskeletal modelling study
T Bassani, D Ignasiak, A Cina, F Galbusera
Journal of Biomechanics 163, 111918, 2024
2024
Comparing image normalization techniques in an end-to-end model for automated modic changes classification from MRI images
A Cina, D Haschtmann, D Damopoulos, N Gerber, M Loibl, T Fekete, ...
Brain and Spine 4, 102738, 2024
2024
Deep learning prediction of curve severity from rasterstereographic back images in adolescent idiopathic scoliosis
M Minotti, S Negrini, A Cina, F Galbusera, F Zaina, T Bassani
European Spine Journal, 1-7, 2023
2023
Automatic classification of the vertebral endplate lesions in magnetic resonance imaging by deep learning model
T Bassani, A Cina, F Galbusera, LM Sconfienza, D Albano, F Barcellona, ...
Frontiers in Surgery 10, 1172313, 2023
2023
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