Searching for the grail: may machine learning be a road to clinical use of brain MRI segmentation?
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Searching for the grail: may machine learning be a road to clinical use of brain MRI segmentation?
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Quarantelli M
Eur Radiol (ISSN: 0938-7994linking)
,
2023 Nov 17;
N/D: N/D-N/D.
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Paper type:
Comment , Editorial
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0,
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0
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Not available.
Keywords:
Not available.
Affiliations:
*** IBB - CNR ***
Institute of Biostructures and Bioimaging, National Research Council, Naples, Italy. quarante@unina.it.
References:
Not available.
Searching for the grail: may machine learning be a road to clinical use of brain MRI segmentation?
Not available.
Searching for the grail: may machine learning be a road to clinical use of brain MRI segmentation?
▼
Novel Partial Volume Effect Correction algorithm development
Comerci Marco
Quarantelli Mario
▼
Hand MRI Coregistration and segmentation
Comerci Marco
▼
Partial Volume Effect Correction software maintenance
Quarantelli Mario
Comerci Marco
▼
Relaxometry based MRI limb segmentation
Soscia Ernesto
Comerci Marco
▼
Software development of digital MRI brain phantom
Prinster Anna
Comerci Marco
▼
Brain segmentation for radiation oncology application
Quarantelli Mario
Comerci Marco
Pacelli Roberto
Conson Manuel
Liuzzi Raffaele
Cella Laura
▼
Relaxometry based MRI brain segmentation
Comerci Marco
Prinster Anna
Quarantelli Mario
Brunetti Arturo
Searching for the grail: may machine learning be a road to clinical use of brain MRI segmentation?
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Russo C,
Pirozzi MA
, Mazio F, Cascone D, Cicala D, De Liso M, Nastro A, Covelli EM, Cinalli G,
Quarantelli M
*
Fully automated measurement of intracranial CSF and brain parenchyma volumes in pediatric hydrocephalus by segmentation of clinical MRI studies
(
69 views
)
Med Phys (ISSN: 0094-2405linking)
,
2023 Dec;
50 (12 ): 7921-7933.
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Pirozzi MA
, Tranfa M, Tortora M, Lanzillo R, Brescia Morra V,
Brunetti A
,
Alfano B
,
Quarantelli M
*
A polynomial regression-based approach to estimate relaxation rate maps suitable for multiparametric segmentation of clinical brain MRI studies in multiple sclerosis
(
45 views
)
Comput Methods Programs Biomed (ISSN: 0169-2607linking)
,
2022 Aug;
223: 106957-106957.
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Monti S
, Cocozza S, Borrelli P, Straub S, Ladd ME,
Salvatore M
,
Tedeschi E
,
Palma G
*
MAVEN: An Algorithm for Multi-Parametric Automated Segmentation of Brain Veins from Gradient Echo Acquisitions
(
534 views
)
(PDF
216 views
)
Ieee T Med Imaging (ISSN: 0278-0062)
,
2017;
36(5): 1054-1065.
Impact Factor:
6.131
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Monti S
, Borrelli P, Cocozza S, Straub S, Ladd ME,
Salvatore M
,
Mancini M
,
Tedeschi E
,
Palma G
*
Assessment of an automated vein segmentation algorithm for MRI brain acquisitions at different field strengths
(
483 views
)
(PDF
203 views
)
6th Annual Meeting Of The International Society For Neurovascular Disease
,
2016 Apr;
N/D: N/D-N/D.
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0
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Monti S
, Borrelli P, Cocozza S,
Salvatore M
,
Mancini M
,
Tedeschi E
,
Palma G
*
Multi-parametric algorithm for the automated segmentation of brain vein
(
467 views
)
(PDF
216 views
)
6th Annual Meeting Of The International Society For Neurovascular Disease
,
2016 Apr;
N/D: N/D-N/D.
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Mainenti PP
,
Pizzuti LM
,
Segreto S
,
Comerci M
, Fronzo SD, Romano F, Crisci V, Smaldone M, Laccetti E,
Storto G
,
Alfano B
,
Maurea S
,
Salvatore M
, Pace L
*
Diffusion volume (DV) measurement in endometrial and cervical cancer: A new MRI parameter in the evaluation of the tumor grading and the risk classification
(
1132 views
)
(PDF
271 views
)
Eur J Radiol (ISSN: 0720-048x, 0720-048xlinking)
,
2016 Jan;
85(1): 113-124.
Impact Factor:
2.462
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Monti S
,
Palma G
, Borrelli P,
Tedeschi E
, Cocozza S,
Salvatore M
,
Mancini M
*
A multiparametric and multiscale approach to automated segmentation of brain veins
(
670 views
)
(PDF
286 views
)
Proceedings Of Engineering In Medicine And Biology Society
,
2015;
N/D: 3041-3044.
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0
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Monti S
,
Palma G
,
Tedeschi E
, Borrelli P, Cocozza S,
Salvatore M
,
Mancini M
*
MULTIPARAMETRIC AUTOMATED SEGMENTATION OF BRAIN VEINS
(
494 views
)
Veins And Lymphatics (ISSN: 2279-7483)
,
2015;
4(s1): 13-13.
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0
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Larobina M
, Murino L, Cervo A,
Alfano B
*
Self-Trained Supervised Segmentation of Subcortical Brain Structures Using Multispectral Magnetic Resonance Images
(
543 views
)
Biomed Research International
,
2015;
2015: N/D-9.
Impact Factor:
2.13
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Conson M
,
Cella L
,
Pacelli R
,
Comerci M
,
Liuzzi R
,
Salvatore M
,
Quarantelli M
*
Automated delineation of brain structures in patients undergoing radiotherapy for primary brain tumors: From atlas to dose-volume histograms
(
1162 views
)
(PDF
411 views
)
Radiother Oncol (ISSN: 0167-8140, 1879-0887, 0167-8140linking)
,
2014 Sep;
112(3): 326-331.
Impact Factor:
4.363
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Murino L, Granata D, Carfora MF, Selvan SE,
Alfano B
, Amato U,
Larobina M
*
Evaluation of supervised methods for the classification of major tissues and subcortical structures in multispectral brain magnetic resonance images
(
607 views
)
(PDF
257 views
)
Comput Med Imag Grap (ISSN: 0895-6111)
,
2014 Jul;
38(5): 337-347.
Impact Factor:
1.218
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Comerci M
, Elefante A, Strianese D, Senese R, Bonavolonta P,
Alfano B
, Bonavolonta B,
Brunetti A
*
Semiautomatic regional segmentation to measure orbital fat volumes in thyroid-associated ophthalmopathy. A validation study
(
714 views
)
(PDF
279 views
)
Neuroradiol J (ISSN: 1971-4009, 1971-4009print, 1971-4009linking)
,
2013 Aug;
26(4): 373-379.
Impact Factor:
2.16
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Alfano B
,
Comerci M
,
Larobina M
,
Prinster A
, Hornak JP, Selvan SE, Amato U,
Quarantelli M
, Tedeschi G,
Brunetti A
,
Salvatore M
*
An MRI digital brain phantom for validation of segmentation methods
(
796 views
)
(PDF
715 views
)
Med Image Anal (ISSN: 1361-8415, 1361-8423, 1361-8415linking)
,
2011 Jun;
15(3): 329-339.
Impact Factor:
4.424
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Ceccarelli M, Speranza A, Grimaldi D, Lamonaca F
*
A Computer Vision Approach to Micro-Nucleus automatic detection and surface measurements
(
577 views
)
Vols 1 3i2mtc (ISSN: 0018-9456)
,
2010 Sep 10;
59(9): 2383-2390.
Impact Factor:
1.79
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Alfano B
,
Comerci M
, De Pietro G, Esposito A
*
An ontology-based technique for validation of MRI brain segmentation methods
(
719 views
)
(PDF
268 views
)
Lect Notes Comput Sci (ISSN: 0302-9743, 0302-974335404636319783540463634, 0302-974335402975459783540297543)
,
2007;
4805LNCS(PART1): 566-575.
Impact Factor:
0.302
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Quarantelli M
, Lanzillo R,
Del Vecchio W
,
Mollica C
,
Prinster A
, Iadicicco L, Iodice V, Santoro L,
Salvatore M
*
Modifications of brain tissue volumes in facioscapulohumeral dystrophy
(
875 views
)
Neuroimage (ISSN: 1053-8119, 1053-8119linking)
,
2006 Sep;
32(3): 1237-1242.
Impact Factor:
5.559
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Berkouk K,
Quarantelli M
,
Prinster A
, Landeau B,
Alfano B
, Baron JC
*
Mapping The Relative Contribution Of Gray Matter Activity Versus Volume In Brain Pet. A New Approach
(
636 views
)
(PDF
256 views
)
J Neuroimaging (ISSN: 1051-2284, 1051-2284linking)
,
2006 Jul;
16(3): 224-235.
Impact Factor:
1.298
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Tedeschi G, Dinacci D, Lavorgna L, Bonavita V, Livrea P, Quattrone A, Messina C, Savettieri G, Paciello M, Reggio A,
Brunetti A
, Russo P,
Alfano B
*
Automated brain MR segmentation in a large MS population
(
619 views
)
Neurology (ISSN: 0028-3878, 1526-632x, 1526-632xelectronic)
,
2004 Apr 13;
62(7): N/D-N/D.
Impact Factor:
5.973
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Amato U,
Larobina M
, Antoniadis A,
Alfano B
*
Segmentation of magnetic resonance brain images through discriminant analysis
(
791 views
)
(PDF
275 views
)
J Neurosci Methods (ISSN: 0165-0270, 0165-0270linking, 1872-678xelectronic)
,
2003 Dec 30;
131(1-2): 65-74.
Impact Factor:
1.777
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Quarantelli M
, Ciarmiello A, Morra VB, Orefice G,
Larobina M
, Lanzillo R, Schiavone V, Salvatore E,
Alfano B
,
Brunetti A
*
Brain tissue volume changes in relapsing-remitting multiple sclerosis: Correlation with lesion load
(
608 views
)
(PDF
266 views
)
Neuroimage (ISSN: 1053-8119, 1053-8119linking)
,
2003 Feb;
18(2): 360-366.
Impact Factor:
6.192
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Alfano B
,
Brunetti A
,
Larobina M
,
Quarantelli M
,
Tedeschi E
, Ciarmiello A, Covelli EM,
Salvatore M
Automated segmentation and measurement of global white matter lesion volume in patients with multiple sclerosis
(
682 views
)
(PDF
653 views
)
J Magn Reson Imaging (ISSN: 1053-1807, 1522-2586electronic, 1053-1807linking)
,
2000 Dec;
12(6): 799-807.
Impact Factor:
1.302
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Brunetti A
,
Postiglione A
,
Tedeschi E
, Ciarmiello A,
Quarantelli M
, Covelli EM, Milan G,
Larobina M
, Soricelli A, Sodano A,
Alfano B
Measurement of global brain atrophy in Alzheimer's disease with unsupervised segmentation of spin-echo MRI studies
(
810 views
)
(PDF
298 views
)
J Magn Reson Imaging (ISSN: 1053-1807, 1522-2586electronic)
,
2000 Mar;
11(3): 260-266.
Impact Factor:
1.302
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Brunetti A
,
Postiglione A
,
Tedeschi E
, Ciarmiello A,
Quarantelli M
, Covelli E, Milan G,
Larobina M
, Soricelli A, Sodano A,
Alfano B
Measurement of global drain atrophy in Alzheimer's disease with unsupervised segmentation of spin-echo MRI studies
(
540 views
)
J Magn Reson Imaging (ISSN: 1053-1807, 1522-2586electronic)
,
2000 Mar;
11(3): N/D-N/D.
Impact Factor:
1.302
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Larobina M
,
Quarantelli M
,
Tedeschi E
,
Brunetti A
,
Alfano B
,
Salvatore M
Validation of an automated regional brain segmentation method using a stereotactic Talairach approach
(
538 views
)
Surgery International Congress Series Car 97 (ISSN: 0531-5131)
,
1999;
1191: N/D-N/D.
Impact Factor:
1.438
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Alfano B
,
Quarantelli M
,
Brunetti A
,
Larobina M
, Covelli EM,
Tedeschi E
,
Salvatore M
Reproducibility of intracranial volume measurement by unsupervised multispectral brain segmentation
(
866 views
)
(PDF
629 views
)
Magn Reson Med (ISSN: 0740-3194, 1522-2594electronic, 0740-3194linking)
,
1998 Mar;
39(3): 497-499.
Impact Factor:
2.962
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Alfano B
,
Brunetti A
, Covelli EM,
Quarantelli M
,
Panico M
, Ciarmiello A,
Salvatore M
Unsupervised, automated segmentation of the normal brain using a multispectral relaxometric magnetic resonance approach
(
901 views
)
(PDF
727 views
)
Magn Reson Med (ISSN: 0740-3194, 1522-2594electronic, 0740-3194linking)
,
1997 Jan;
37(1): 84-93.
Impact Factor:
3.012
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Alfano B
,
Brunetti A
,
Quarantelli M
,
Larobina M
, Covelli EM,
Tedeschi E
, Ciarmiello A,
Salvatore M
Fully-automated multispectral MR brain segmentation for detection and volumetric measurement of white matter lesions
(
490 views
)
Surgery International Congress Series Car 97 (ISSN: 0531-5131)
,
1997;
1134: N/D-N/D.
Impact Factor:
1.438
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Brunetti A
, Covelli E,
Tedeschi E
,
Quarantelli M
, Soricelli A,
Salvatore M
,
Alfano B
Unsupervised multifeature MR segmentation for assessment of intracranial liquoral spaces: Comparison with conventional linear measures
(
454 views
)
Surgery International Congress Series Car 97 (ISSN: 0531-5131)
,
1996;
1124: N/D-N/D.
Impact Factor:
1.438
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ALFANO B
, ARPAIA M,
BRUNETTI A
, COVELLI E, CASTELLI L, CARACO C, SORICELLI A,
TEDESCHI E
,
SALVATORE M
Automatic segmentation and evaluation of the volume of gray matter, white matter and cerebrospinal fluid by MRI
(
408 views
)
Neuroradiology 1994
,
1994;
N/D: N/D-N/D.
Impact Factor:
0
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29
Records (
19
excluding Abstracts).
Total impact factor:
59.973
(
48.082
excluding Abstracts).
Total 5 year impact factor:
72.781
(
54.379
excluding Abstracts).
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Marco Comerci
on Monday 27 May 2024, 11:16:04
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