Andrea Cina

About Andrea Cina

Andrea Cina, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Università degli Studi di Milano-Bicocca, specializes in the field of Ingegneria Biomedica, Machine Learning, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparing image normalization techniques in an end-to-end model for automated modic changes classification from MRI images

Image annotation and curation in radiology: an overview for machine learning practitioners

Prediction of trunk muscle activation and spinal forces in adolescent idiopathic scoliosis during simulated trunk motion: A musculoskeletal modelling study

Deep learning prediction of curve severity from rasterstereographic back images in adolescent idiopathic scoliosis

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

Automatic calculation of cervical spine parameters using deep learning: development and validation on an external dataset

Automatic classification of the vertebral endplate lesions in magnetic resonance imaging by deep learning model

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

Andrea Cina Information

University

Position

___

Citations(all)

164

Citations(since 2020)

164

Cited By

19

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Andrea Cina Skills & Research Interests

Ingegneria Biomedica

Machine Learning

Deep Learning

Top articles of Andrea Cina

Comparing image normalization techniques in an end-to-end model for automated modic changes classification from MRI images

Brain and Spine

2024/1/1

Andrea Cina
Andrea Cina

H-Index: 1

Nicolas Gerber
Nicolas Gerber

H-Index: 17

Image annotation and curation in radiology: an overview for machine learning practitioners

2024/2/6

Andrea Cina
Andrea Cina

H-Index: 1

Prediction of trunk muscle activation and spinal forces in adolescent idiopathic scoliosis during simulated trunk motion: A musculoskeletal modelling study

Journal of Biomechanics

2024/1/1

Andrea Cina
Andrea Cina

H-Index: 1

Deep learning prediction of curve severity from rasterstereographic back images in adolescent idiopathic scoliosis

European Spine Journal

2023/12/6

Andrea Cina
Andrea Cina

H-Index: 1

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

European Spine Journal

2023/11

Andrea Cina
Andrea Cina

H-Index: 1

Automatic calculation of cervical spine parameters using deep learning: development and validation on an external dataset

Global Spine Journal

2023/10/9

Andrea Cina
Andrea Cina

H-Index: 1

Hans-Joachim Wilke
Hans-Joachim Wilke

H-Index: 47

Automatic classification of the vertebral endplate lesions in magnetic resonance imaging by deep learning model

Frontiers in Surgery

2023/6/22

Andrea Cina
Andrea Cina

H-Index: 1

Domenico Albano
Domenico Albano

H-Index: 14

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

Global spine journal

2023/6

Andrea Cina
Andrea Cina

H-Index: 1

Commentary on “Predicting Mechanical Complications After Adult Spinal Deformity Operation Using a Machine Learning Based on Modified Global Alignment and Proportion Scoring …

Neurospine

2023/3

Andrea Cina
Andrea Cina

H-Index: 1

Dino Samartzis
Dino Samartzis

H-Index: 36

Is the automated measurement algorithm of radiological parameters in cervical spine radiographs comparable to human raters?

Brain and Spine

2023/1/1

Modic change classification from sagittal MRI with 3D convolutional neural networks and comparative analysis of normalization techniques

Brain and Spine

2023/1/1

Measuring the critical shoulder angle on radiographs: an accurate and repeatable deep learning model

Skeletal Radiology

2022/9

Andrea Cina
Andrea Cina

H-Index: 1

Artificial intelligence accurately detects traumatic thoracolumbar fractures on sagittal radiographs

Medicina

2022/7/26

Andrea Cina
Andrea Cina

H-Index: 1

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

Frontiers in Bioengineering and Biotechnology

2022/7/15

Andrea Cina
Andrea Cina

H-Index: 1

Investigating how reproducibility and geometrical representation in UMAP dimensionality reduction impact the stratification of breast cancer tumors

Applied Sciences

2022/4/22

Prediction of scoliosis severity from rasterstereographic image of the back surface by machine learning approach

Brain and Spine

2022/1/1

Andrea Cina
Andrea Cina

H-Index: 1

The influence of baseline clinical status and surgical strategy on early good to excellent result in spinal lumbar arthrodesis: a machine learning approach

Journal of personalized medicine

2021/12/16

Accounting for biomechanical measures from musculoskeletal simulation of upright posture does not enhance the prediction of curve progression in adolescent idiopathic scoliosis

Frontiers in Bioengineering and Biotechnology

2021/9/10

Andrea Cina
Andrea Cina

H-Index: 1

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

Scientific Reports

2021/5/4

Andrea Cina
Andrea Cina

H-Index: 1

ISSLS Prize in Bioengineering Science 2021: in vivo sagittal motion of the lumbar spine in low back pain patients—a radiological big data study

European spine journal

2021/5

See List of Professors in Andrea Cina University(Università degli Studi di Milano-Bicocca)