• 613 Citations
  • 15 h-Index
20042020

Research output per year

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Research Output

2020

HEp-2 intensity classification based on deep fine-tuning

Taormina, V., Cascio, D., Abbene, L. & Raso, G., 2020, BIOIMAGING 2020 - 7th International Conference on Bioimaging, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020. p. 143-149 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Room-Temperature X-ray response of cadmium-zinc-Telluride pixel detectors grown by the vertical Bridgman technique

Cascio, D., Tomarchio, E. A., Abbene, L., Principato, F., Gerardi, G., Buttacavoli, A., Veale, M. C., Fox, O., Sawhney, K., Zanettini, S., Seller, P., Bettelli, M., Amade, N. S. & Zappettini, A., 2020, In : Journal of Synchrotron Radiation. 27, p. 319-328 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2019

Analisi di test di Immunofluorescenze indiretta per il supporto alla diagnosi di Malattie Autoimmuni basata su Deep Learning.

Taormina, V. & Cascio, D., 2019, Società Italiana di Fisica. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

A REST-based framework to support non-invasive and early coeliac disease diagnosis

Raso, G., Taormina, V., Valenti, C. F., Sorce, S., Gentile, V., Tegolo, D., Cascio, D. & Giuliano, A., 2019, CompSysTech '19 Proceedings of the 20th International Conference on Computer Systems and Technologies. p. 207-212 6 p. (ACM INTERNATIONAL CONFERENCE PROCEEDINGS SERIES).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Wavelet approach to extract main features from indirect immunofluorescence images

Cascio, D., Raso, G. & Tegolo, D., 2019, 20th International Conference on Computer Systems and Technologies, CompSysTech. p. 180-187 8 p. (ACM INTERNATIONAL CONFERENCE PROCEEDINGS SERIES).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Deep CNN for IIF Images Classification in Autoimmune Diagnostics

Raso, G., Taormina, V. & Cascio, D., 2019, In : APPLIED SCIENCES. 9, p. 1618- 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Deep Convolutional Neural Network for HEp-2 fluorescence intensity classification

Cascio, D., Raso, G. & Taormina, V., 2019, In : APPLIED SCIENCES. 9, p. 408-1-408-9 9 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
6 Citations (Scopus)
2018

A Microcalcification Detection System in Mammograms based on ANN Clustering

Raso, G., Cascio, D., Taormina, V. & Abbene, L., 2018, 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Automatic segmentation of HEp-2 cells based on active contours model

Cascio, D., Raso, G. & Taormina, V., 2018, ACM International Conference Proceeding Series. p. 41-45 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Unsupervised clustering method for pattern recognition in IIF images

Cascio, D., Vivona, L., Taormina, V., Raso, G., Yalaoui, S., Brusca, I., Amato, G., Friscia, G., Catanzaro, M., Elgaaied, A. B., Triki, R. M., Ben Ahmed, M., Gorgi, Y., Fauci, F., Fauci, A. & Bruno, S., 2017, p. 1-6. 6 p.

Research output: Contribution to conferenceOther

3 Citations (Scopus)
2016

A multi-process system for HEp-2 cells classification based on SVM

Taormina, V., Cipolla, M., Fauci, F., Raso, G., Cascio, D., Fauci, F. & Bruno, S., 2016, In : Pattern Recognition Letters. 82, p. 56-63 8 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

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

Raso, G., Taormina, V., Cascio, D., Ammar, M., Bouhaha, R., Abidi, A., Yalaoui, S., Hamdi, K., Fregapane, M., Marrakchi Triki, R., Soumaya, K., Rekik, R., Brusca, I., Benammar Elgaaied, A., Imene, S., Asma, G., Neili, B., Bedhiafi, W., Amato, G., Friscia, G. & 19 others, Barbara, V., Vasile Simone, M., Ben Fraj, O., Issaoui, Y., Youssra, H., Neila, T., Catanzaro, M., Bouokez, H., Turkia, S., Lucchese, M., Louzir, H., Imene, S., Ben Ahmed, M., Gorgi, Y., Fauci, F., Fauci, A., Ciaccio, M. C., Morgante, R. & Bruno, S., 2016, In : BioMed Research International. 2016, 9 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2015
2014

Computer-aided diagnosis in digitalmammography: comparison of twocommercial systems

Raso, G., Cascio, D., Fauci, F., Iacomi, M., Vasile, M. S., Castrogiovanni, D., Filosto, G., Ienzi, R. & Iacomi, M. M., 2014, In : Imaging in Medicine. 6, p. 13-20 8 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)
23 Citations (Scopus)

HEp-2 Cell Classification with heterogeneous classes-processes based on K-Nearest Neighbours

Taormina, V., Cipolla, M., Cascio, D., Fauci, F., Raso, G., Vasile, S. M. & Taormina, V., 2014, p. 10-15. 6 p.

Research output: Contribution to conferenceOther

15 Citations (Scopus)

Mammographic images segmentation based onchaotic map clustering algorithm

Raso, G., Cascio, D., Fauci, F., Iacomi, M. & Iacomi, M. M., 2014, In : BMC Medical Imaging. 14, p. 1-11 11 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Preliminary results of the project A.I.D.A. (Auto Immunity: Diagnosis Assisted by computer)

Benammar Elgaaied, A; Ciaccio M.C; Gorgi, Y; Marrakchi Triki, R; Ben Ahmed, M; Louzir, H; Yalaoui, S; Sfar, I; Issaoui, Y; Abidi, A; Ammar, M; Bedhiafi, W; Ben Fraj, O; Bouhaha, R; Hamdi, K; Koudhi, S; Neili, B; Gati, A; Lucchese, M; Catanzaro, M; Barbara, V; Brusca, I; Fregapane, M; Amato, G; Friscia, G; Trai, N; Souayeh, T; Haouami, Y; Rekik, R; Bouokez, H; Taormina, V; Vasile Simone, M;, 2014.

Research output: Contribution to conferencePaper

2012

Automatic detection of lung nodules in CT datasets based on stable 3D mass–spring models

Cascio, D., Magro, R., Raso, G., Fauci, F., Iacomi, M. & Iacomi, M. M., 2012, In : Computers in Biology and Medicine. 42, p. 1098-1109 12 p.

Research output: Contribution to journalArticle

88 Citations (Scopus)
2011
12 Citations (Scopus)
2010

Fast Fourier Transform Filtering for Bilateral Mammography Comparison

Magro, R., Raso, G., Sorce, S., Cascio, D., Fauci, F., Iacomi, M. M. & Chietri, V., 2010. 0 p.

Research output: Contribution to conferenceOther

2009

A Fourier-Based Algorithm for Micro-Calcification Enhancement in Mammographic Images

Cascio, D., Magro, R., Fauci, F., Raso, G., Iacomi, M., Cascio, Vasile, M. S., Raso, Fauci, F., Magro & Iacomi, M. M., 2009, p. 4388-4391. 4 p.

Research output: Contribution to conferenceOther

15 Citations (Scopus)

A Method to Reduce the FP/imm Number ThroughCC and MLO Views Comparison in MammographicImages

Sorce, S., Raso, G., Cascio, D., Magro, R., Lo Presti, L., Iacomi, M., Cascio, Lenzi, Vasile, M. S., Raso, Fauci, F., Magro & Iacomi, M. M., 2009, p. 4364-4367. 4 p.

Research output: Contribution to conferenceOther

2 Citations (Scopus)

Computer assisted diagnosis (CAD) in mammography. Comparison of diagnostic accuracy of a new algorithm (Cyclopus(R), Medicad) with two commercial systems

Raso, G., Fauci, F., Cascio, D., Magro, R., Simone, M. V., Martinelli, Simone, M. V., Ienzi, R. & Ciatto, 2009, In : LA RADIOLOGIA MEDICA. 114, p. 626-635 10 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Diagnosi assistita da computer (CAD) in mammografia. Confronto di accuratezza diagnostica di un nuovo algoritmo (Cyclopus®, Medicad) con due sistemi commerciali.

Ciatto S; Cascio D; Fauci F; Magro R; Raso G; Ienzi R; Martinelli F; Vasile M S, 2008, In : LA RADIOLOGIA MEDICA. 1, p. 1-11

Research output: Contribution to journalArticle

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

Raso, G., Cascio, D., Magro, R., Fauci, F., Delogu, Massafra, Monno, Bagnasco, Meloni, Cascio, Gargano, Cheran, Raso, Meloni, De Carlo, F., Ienzi, R., Retico, Lattanzio, Fantacci, Cerello & 17 others, De Carlo, Caricato, Bottigli, Zanon, Bazzocchi, Sodano, Meloni, Bellotti, Lopez Torres, Masala, Oliva, Cataldo, Fauci, F., Lauria, Magro, Tangaro & Cataldo, R., 2008, In : LA RADIOLOGIA MEDICA. 113, p. 477-485 9 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2007

A CAD system for nodule detection in low-dose lung CTs based on region growing and a new active contour model

Cascio, D., Delogu, Fulcheri, Tommasi, Gargano, Cheran, Grosso, De Carlo, F., Retico, Golosio, B., Cerello, De Carlo, De Mitri, Bellotti, Tangaro, Squarcia & Catanzariti, 2007, In : Medical Physics. 34, p. 4901-4910 10 p.

Research output: Contribution to journalArticle

76 Citations (Scopus)

Automated detection of lung nodules in low-dose computed tomography

Cascio, D., Santoro, M., Delogu, Preite Martinez, Spinelli, Santoro, Gargano, Chincarini, Cheran, Tarantino, Gori, Retico, De Nunzio, Fantacci, Masala & Tarantino, T., 2007, p. 351-372. 22 p.

Research output: Contribution to conferenceOther

7 Citations (Scopus)

Comparative study of features classification methods for mass lesion recognition in digitized mammograms

Cascio, D., Fauci, F., Raso, G., Magro, R., Fulcheri, Gargano, Chincarini, Cheran, Stumbo, Gori, De Carlo, F., Retico, De Nunzio, Golosio, Cerello, De Carlo, De Mitri, Bottigli, Bellotti, Masala & 3 others, Oliva, Torres, E. L. & Tangaro, 2007, In : IL NUOVO CIMENTO DELLA SOCIETÀ ITALIANA DI FISICA. C, GEOPHYSICS AND SPACE PHYSICS. 30 C, p. 305-316 12 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Method for processing biomedical images

Cascio D; Fauci F; Magro R; Raso G, 2007

Research output: Patent

2006

A COMPLETELY AUTOMATED CAD SYSTEM FOR MASS DETECTION IN A LARGE MAMMOGRAPHIC DATABASE

Magro, R., Raso, G., Cascio, D., Fauci, F., Massafra, Castellano, Bagnasco, Gargano, Cheran, De Carlo, F., Maggipinto, Retico, De Nunzio, Fantacci, Cerello, De Carlo, De Mitri, Bottigli, Zanon, Bellotti & 8 others, Lopez Torres, Masala, Oliva, Cataldo, Forni, Lauria, Tangaro & Cataldo, R., 2006, In : Medical Physics. 33, p. 3066-3075 10 p.

Research output: Contribution to journalArticle

88 Citations (Scopus)

MAMMOGRAM SEGMENTATION BY CONTOUR SEARCHING AND MASS LESIONS CLASSIFICATION WITH NEURAL NETWORK

Fauci, F., Cascio, D., Magro, R., Raso, G., Bagnasco, Cascio, Cheran, Raso, De Carlo, F., Retico, De Nunzio, Fantacci, De Carlo, Bellotti, Masala, Oliva, Quarta, Fauci, F., Forni, Lauria & 3 others, Torres, E. L., Magro & Tangaro, 2006, In : IEEE Transactions on Nuclear Science. 53, p. 2827-2833 7 p.

Research output: Contribution to journalArticle

89 Citations (Scopus)

Massive Lesions Classification using Features based on Morphological Lesion Differences

Cascio, D., Raso, G. & Fauci, F., 2006, p. 20-24. 5 p.

Research output: Contribution to conferenceOther

Metodo automatico per la rivelazione precoce di zone tumoraliin immagini biomediche

Dcascio; F Fauci; Magro R; G Raso, 2006

Research output: Patent

TAC applicata allo studio di rocce sedimentarie utilizzate nei Beni Culturali

Raso, G., Cimino, A., Brai, M., Schillaci, T., Lo Casto, A., Cascio, D., Palla, F. & Sorrentino, F., 2006, p. 74-75.

Research output: Contribution to conferenceOther

2005

Classifier trained on dissimilarity representation of medical pattern: A comparative study.

Cascio, D., Fauci, F., Cascio, Cheran, Golosio, Lopez Torres, Masala, Oliva, Quarta, Fauci, F. & Tangaro, 2005, In : IL NUOVO CIMENTO DELLA SOCIETÀ ITALIANA DI FISICA. C, GEOPHYSICS AND SPACE PHYSICS. 28(6), p. 905-912 8 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

DISSIMILARITY APPLICATION FOR MEDICAL IMAGING CLASSIFICATION

Magro, R., Cascio, D., Fauci, F., Raso, G., Preite Martinez, Cascio, Tata, Cheran, Stumbo, Mitri, D., Raso, De Carlo, F., De Nunzio, Golosio, Cerello, De Carlo, Bottigli, Bellotti, Lopez Torres, Masala & 5 others, Oliva, Quarta, Fauci, F., Magro & Tangaro, 2005, p. 258-262. 5 p.

Research output: Contribution to conferenceOther

2 Citations (Scopus)

MAMMOGRAM SEGMENTATION BY CONTOUR SEARCHING AND MASSIVE LESIONS CLASSIFICATION WITH NEURAL NETWORK

Cascio, D., Raso, G., Magro, R., Bagnasco, Cheran, Raso, De Carlo, F., Retico, De Nunzio, Fantacci, De Carlo, Bellotti, Masala, Oliva, Quarta, Fauci, F., Forni, Lauria, Torres, E. L., Magro & 1 others, Tangaro, 2005, p. M2-373/1-M2-373/5. 5 p.

Research output: Contribution to conferenceOther

23 Citations (Scopus)