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Andrea Cina
Andrea Cina
Dept. of Health Sciences and Technologies, ETH Zurich, Zurich, Switzerland;Spine Center, Schulthess
Bestätigte E-Mail-Adresse bei hest.ethz.ch
Titel
Zitiert von
Zitiert von
Jahr
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
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
142021
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
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
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
32021
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
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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