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Caterina Longo
Researcher at University of Modena and Reggio Emilia
Publications - 499
Citations - 11901
Caterina Longo is an academic researcher from University of Modena and Reggio Emilia. The author has contributed to research in topics: Medicine & Melanoma. The author has an hindex of 51, co-authored 454 publications receiving 9772 citations. Previous affiliations of Caterina Longo include George Mason University & University of Turin.
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Journal ArticleDOI
The impact of in vivo reflectance confocal microscopy for the diagnostic accuracy of melanoma and equivocal melanocytic lesions.
Giovanni Pellacani,Pascale Guitera,Caterina Longo,Michelle Avramidis,Stefania Seidenari,Scott W. Menzies +5 more
TL;DR: New diagnostic models showed no significant improvement compared with the previously proposed confocal microscopy algorithm and seems useful for second level examination of clinically and dermoscopically equivocal lesions.
Journal ArticleDOI
Human–computer collaboration for skin cancer recognition
Philipp Tschandl,Christoph Rinner,Zoe Apalla,Giuseppe Argenziano,Noel C. F. Codella,Allan C. Halpern,Monika Janda,Aimilios Lallas,Caterina Longo,Josep Malvehy,Josep Malvehy,John Paoli,John Paoli,Susana Puig,Susana Puig,Cliff Rosendahl,H. Peter Soyer,Iris Zalaudek,Harald Kittler +18 more
TL;DR: A systematic evaluation of the value of AI-based decision support in skin tumor diagnosis demonstrates the superiority of human–computer collaboration over each individual approach and supports the potential of automated approaches in diagnostic medicine.
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Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study.
Philipp Tschandl,Noel C. F. Codella,Bengü Nisa Akay,Giuseppe Argenziano,Ralph P. Braun,Horacio Cabo,David A. Gutman,Allan C. Halpern,Brian Helba,Rainer Hofmann-Wellenhof,Aimilios Lallas,Jan Lapins,Caterina Longo,Josep Malvehy,Josep Malvehy,Michael A. Marchetti,Ashfaq A. Marghoob,Scott W. Menzies,Amanda Oakley,John Paoli,Susana Puig,Susana Puig,Christoph Rinner,Cliff Rosendahl,Alon Scope,Christoph Sinz,H. Peter Soyer,Luc Thomas,Iris Zalaudek,Harald Kittler +29 more
TL;DR: State-of-the-art machine-learning classifiers outperformed human experts in the diagnosis of pigmented skin lesions and should have a more important role in clinical practice.
Journal ArticleDOI
In vivo confocal microscopy for diagnosis of melanoma and basal cell carcinoma using a two-step method: analysis of 710 consecutive clinically equivocal cases.
Pascale Guitera,Scott W. Menzies,Caterina Longo,Anna Maria Cesinaro,Richard A. Scolyer,Giovanni Pellacani +5 more
TL;DR: RCM is a highly accurate non-invasive technique for BCC diagnosis and good diagnostic accuracy was achieved also for MM diagnosis, although rare variants of melanocytic tumors may limit the strict application of the algorithm.
Journal ArticleDOI
The Impact of In Vivo Reflectance Confocal Microscopy on the Diagnostic Accuracy of Lentigo Maligna and Equivocal Pigmented and Nonpigmented Macules of the Face
Pascale Guitera,Giovanni Pellacani,Kerry A. Crotty,Richard A. Scolyer,Richard A. Scolyer,Ling Xi L Li,Sara Bassoli,Marco Vinceti,Harold S. Rabinovitz,Caterina Longo,Scott W. Menzies,Scott W. Menzies +11 more
TL;DR: An algorithm was developed (LM score) to distinguish LM from BM and was equally effective in the diagnosis of amelanotic lesions and showed good interobserver reproducibility.