Costantino Grana

About Costantino Grana

Costantino Grana, With an exceptional h-index of 38 and a recent h-index of 23 (since 2020), a distinguished researcher at Università degli Studi di Modena e Reggio Emilia, specializes in the field of Image Processing, Medical Imaging, Computer Vision, Pattern Recognition, Multimedia.

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

Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience

Annotating the Inferior Alveolar Canal: the Ultimate Tool

MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

Inferior alveolar canal automatic detection with deep learning CNNs on CBCTs: development of a novel model and release of open-source dataset and algorithm

Long-range 3d self-attention for mri prostate segmentation

Automated prediction of kidney failure in IgA nephropathy with deep learning from biopsy images

Deep segmentation of the mandibular canal: a new 3D annotated dataset of CBCT volumes

Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction

Costantino Grana Information

University

Position

Full Professor

Citations(all)

8177

Citations(since 2020)

2175

Cited By

6874

hIndex(all)

38

hIndex(since 2020)

23

i10Index(all)

106

i10Index(since 2020)

52

Email

University Profile Page

Università degli Studi di Modena e Reggio Emilia

Google Scholar

View Google Scholar Profile

Costantino Grana Skills & Research Interests

Image Processing

Medical Imaging

Computer Vision

Pattern Recognition

Multimedia

Top articles of Costantino Grana

Title

Journal

Author(s)

Publication Date

Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience

Minerva urology and nephrology

Giampaolo Bianchi

Stefano Puliatti

Natalia Rodriguez

Salvatore Micali

Laura Bertoni

...

2023

Annotating the Inferior Alveolar Canal: the Ultimate Tool

Luca Lumetti

Vittorio Pipoli

Federico Bolelli

Costantino Grana

2023/9/5

MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

arXiv preprint arXiv:2308.16139

Jianning Li

Antonio Pepe

Christina Gsaxner

Gijs Luijten

Yuan Jin

...

2023/8/30

Inferior alveolar canal automatic detection with deep learning CNNs on CBCTs: development of a novel model and release of open-source dataset and algorithm

Applied Sciences

Mattia Di Bartolomeo

Arrigo Pellacani

Federico Bolelli

Marco Cipriano

Luca Lumetti

...

2023/3/3

Long-range 3d self-attention for mri prostate segmentation

Federico Pollastri

Marco Cipriano

Federico Bolelli

Costantino Grana

2022/3/28

Automated prediction of kidney failure in IgA nephropathy with deep learning from biopsy images

Clinical Journal of the American Society of Nephrology

Francesca Testa

Francesco Fontana

Federico Pollastri

Johanna Chester

Marco Leonelli

...

2022/9/1

Deep segmentation of the mandibular canal: a new 3D annotated dataset of CBCT volumes

IEEE Access

Marco Cipriano

Stefano Allegretti

Federico Bolelli

Mattia Di Bartolomeo

Federico Pollastri

...

2022/1/19

Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction

Federico Bolelli

Stefano Allegretti

Costantino Grana

2022/5/23

Applications of ai and hpc in the health domain

Dana Oniga

Barbara Cantalupo

Enzo Tartaglione

Daniele Perlo

Marco Grangetto

...

2022/1/13

Where Research meets Industry: New Challenges and Opportunities at AImageLab

Rita Cucchiara

Lorenzo Baraldi

Simone Calderara

Marcella Cornia

Matteo Fabbri

...

2022

Connected Components Labeling on Bitonal Images

Federico Bolelli

Stefano Allegretti

Costantino Grana

2022/5/17

Improving segmentation of the inferior alveolar nerve through deep label propagation

Marco Cipriano

Stefano Allegretti

Federico Bolelli

Federico Pollastri

Costantino Grana

2022

The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures

Marco Aldinucci

David Atienza

Federico Bolelli

Mónica Caballero

Iacopo Colonnelli

...

2022/4/29

Supporting skin lesion diagnosis with content-based image retrieval

Stefano Allegretti

Federico Bolelli

Federico Pollastri

Sabrina Longhitano

Giovanni Pellacani

...

2021/1/10

A deep analysis on high‐resolution dermoscopic image classification

IET Computer Vision

Federico Pollastri

Mario Parreño

Juan Maroñas

Federico Bolelli

Roberto Paredes

...

2021/10

One DAG to Rule Them All

IEEE Transactions on Pattern Analysis and Machine Intelligence

Federico Bolelli

Stefano Allegretti

Costantino Grana

2021/1/28

Fast Run-Based Connected Components Labeling for Bitonal Images

Wonsang Lee

Stefano Allegretti

Federico Bolelli

Costantino Grana

2021/8/16

A cone beam computed tomography annotation tool for automatic detection of the inferior alveolar nerve canal

Mercadante Cristian

Marco Cipriano

Federico Bolelli

Federico Pollastri

Alexandre Anesi

...

2021

A heuristic-based decision tree for connected components labeling of 3D volumes: implementation and reproducibility notes

Federico Bolelli

Stefano Allegretti

Costantino Grana

2021/1/11

The deephealth toolkit: a unified framework to boost biomedical applications

Michele Cancilla

Laura Canalini

Federico Bolelli

Stefano Allegretti

Salvador Carrión

...

2021/1/10

See List of Professors in Costantino Grana University(Università degli Studi di Modena e Reggio Emilia)

Co-Authors

H-index: 65
Alberto Del Bimbo

Alberto Del Bimbo

Università degli Studi di Firenze

H-index: 65
Rita Cucchiara

Rita Cucchiara

Università degli Studi di Modena e Reggio Emilia

H-index: 44
Andrea Prati

Andrea Prati

Università degli Studi di Parma

H-index: 40
Simone Calderara

Simone Calderara

Università degli Studi di Modena e Reggio Emilia

H-index: 38
Marco Bertini

Marco Bertini

Università degli Studi di Firenze

H-index: 37
Andrew D. Bagdanov

Andrew D. Bagdanov

Università degli Studi di Firenze

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