Literature DB >> 18536871

MAGIC-5: an Italian mammographic database of digitised images for research.

S Tangaro1, R Bellotti, F De Carlo, G Gargano, E Lattanzio, P Monno, R Massafra, P Delogu, M E Fantacci, A Retico, M Bazzocchi, S Bagnasco, P Cerello, S C Cheran, E Lopez Torres, E Zanon, A Lauria, A Sodano, D Cascio, F Fauci, R Magro, G Raso, R Ienzi, U Bottigli, G L Masala, P Oliva, G Meloni, A P Caricato, R Cataldo.   

Abstract

The implementation of a database of digitised mammograms is discussed. The digitised images were collected beginning in 1999 by a community of physicists in collaboration with radiologists in several Italian hospitals as a first step in developing and implementing a computer-aided detection (CAD) system. All 3,369 mammograms were collected from 967 patients and classified according to lesion type and morphology, breast tissue and pathology type. A dedicated graphical user interface was developed to visualise and process mammograms to support the medical diagnosis directly on a high-resolution screen. The database has been the starting point for developing other medical imaging applications, such as a breast CAD, currently being upgraded and optimised for use in a distributed environment with grid services, in the framework of the Instituto Nazionale di Fisicia Nucleare (INFN)-funded Medical Applications on a Grid Infrastructure Connection (MAGIC)-5 project.

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Year:  2008        PMID: 18536871     DOI: 10.1007/s11547-008-0282-5

Source DB:  PubMed          Journal:  Radiol Med        ISSN: 0033-8362            Impact factor:   3.469


  6 in total

1.  GPCALMA: a Grid-based tool for mammographic screening.

Authors:  P Cerello; S Bagnasco; U Bottigli; S C Cheran; P Delogu; M E Fantacci; F Fauci; G Forni; A Lauria; E Lopez Torres; R Magro; G L Masala; P Oliva; R Palmiero; L Ramello; G Raso; A Retico; M Sitta; S Stumbo; S Tangaro; E Zanon
Journal:  Methods Inf Med       Date:  2005       Impact factor: 2.176

2.  A completely automated CAD system for mass detection in a large mammographic database.

Authors:  R Bellotti; F De Carlo; S Tangaro; G Gargano; G Maggipinto; M Castellano; R Massafra; D Cascio; F Fauci; R Magro; G Raso; A Lauria; G Forni; S Bagnasco; P Cerello; E Zanon; S C Cheran; E Lopez Torres; U Bottigli; G L Masala; P Oliva; A Retico; M E Fantacci; R Cataldo; I De Mitri; G De Nunzio
Journal:  Med Phys       Date:  2006-08       Impact factor: 4.071

3.  A massive lesion detection algorithm in mammography.

Authors:  Francesco Fauci; Giuseppe Raso; Rosario Magro; Giustina Forni; Adele Lauria; Stefano Bagnasco; Piergiorgio Cerello; Sorin C Cheran; Ernesto Lopez Torres; Robero Bellotti; Francesco De Carlo; Gianfranco Gargano; Sonia Tangaro; Ivan De Mitri; Giorgio De Nunzio; Rossella Cataldo
Journal:  Phys Med       Date:  2005 January - March       Impact factor: 2.685

4.  [The mammography report].

Authors:  E Lattanzio; A M Guerrieri
Journal:  Radiol Med       Date:  1998-10       Impact factor: 3.469

5.  Risk for breast cancer development determined by mammographic parenchymal pattern.

Authors:  J N Wolfe
Journal:  Cancer       Date:  1976-05       Impact factor: 6.860

6.  A proposal for a national mammography database: content, purpose, and value.

Authors:  J R Osuch; M Anthony; L W Bassett; M DeBor; C D'Orsi; R E Hendrick; M Linver; R Smith
Journal:  AJR Am J Roentgenol       Date:  1995-06       Impact factor: 3.959

  6 in total
  8 in total

Review 1.  Needs assessment for next generation computer-aided mammography reference image databases and evaluation studies.

Authors:  Alexander Horsch; Alexander Hapfelmeier; Matthias Elter
Journal:  Int J Comput Assist Radiol Surg       Date:  2011-03-30       Impact factor: 2.924

2.  Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.

Authors:  Sabina Tangaro; Nicola Amoroso; Massimo Brescia; Stefano Cavuoti; Andrea Chincarini; Rosangela Errico; Paolo Inglese; Giuseppe Longo; Rosalia Maglietta; Andrea Tateo; Giuseppe Riccio; Roberto Bellotti
Journal:  Comput Math Methods Med       Date:  2015-05-18       Impact factor: 2.238

Review 3.  Computer-aided detection system for lung cancer in computed tomography scans: review and future prospects.

Authors:  Macedo Firmino; Antônio H Morais; Roberto M Mendoça; Marcel R Dantas; Helio R Hekis; Ricardo Valentim
Journal:  Biomed Eng Online       Date:  2014-04-08       Impact factor: 2.819

Review 4.  Radiomics in Triple Negative Breast Cancer: New Horizons in an Aggressive Subtype of the Disease.

Authors:  Camil Ciprian Mireștean; Constantin Volovăț; Roxana Irina Iancu; Dragoș Petru Teodor Iancu
Journal:  J Clin Med       Date:  2022-01-26       Impact factor: 4.241

Review 5.  Exploring the Oral Microbiome in Rheumatic Diseases, State of Art and Future Prospective in Personalized Medicine with an AI Approach.

Authors:  Silvia Bellando-Randone; Edda Russo; Vincenzo Venerito; Marco Matucci-Cerinic; Florenzo Iannone; Sabina Tangaro; Amedeo Amedei
Journal:  J Pers Med       Date:  2021-06-30

6.  Mammographic images segmentation based on chaotic map clustering algorithm.

Authors:  Marius Iacomi; Donato Cascio; Francesco Fauci; Giuseppe Raso
Journal:  BMC Med Imaging       Date:  2014-03-25       Impact factor: 1.930

7.  Fuzzy technique for microcalcifications clustering in digital mammograms.

Authors:  Letizia Vivona; Donato Cascio; Francesco Fauci; Giuseppe Raso
Journal:  BMC Med Imaging       Date:  2014-06-24       Impact factor: 1.930

8.  Computer-Assisted Classification Patterns in Autoimmune Diagnostics: The AIDA Project.

Authors:  Amel Benammar Elgaaied; Donato Cascio; Salvatore Bruno; Maria Cristina Ciaccio; Marco Cipolla; Alessandro Fauci; Rossella Morgante; Vincenzo Taormina; Yousr Gorgi; Raja Marrakchi Triki; Melika Ben Ahmed; Hechmi Louzir; Sadok Yalaoui; Sfar Imene; Yassine Issaoui; Ahmed Abidi; Myriam Ammar; Walid Bedhiafi; Oussama Ben Fraj; Rym Bouhaha; Khouloud Hamdi; Koudhi Soumaya; Bilel Neili; Gati Asma; Mariano Lucchese; Maria Catanzaro; Vincenza Barbara; Ignazio Brusca; Maria Fregapane; Gaetano Amato; Giuseppe Friscia; Trai Neila; Souayeh Turkia; Haouami Youssra; Raja Rekik; Hayet Bouokez; Maria Vasile Simone; Francesco Fauci; Giuseppe Raso
Journal:  Biomed Res Int       Date:  2016-03-03       Impact factor: 3.411

  8 in total

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