R
Renato Marchiori Bakos
Researcher at Universidade Federal do Rio Grande do Sul
Publications - 74
Citations - 2029
Renato Marchiori Bakos is an academic researcher from Universidade Federal do Rio Grande do Sul. The author has contributed to research in topics: Cutaneous melanoma & Medicine. The author has an hindex of 17, co-authored 69 publications receiving 1484 citations.
Papers
More filters
Journal ArticleDOI
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists.
Holger A. Haenssle,Christian Fink,R. Schneiderbauer,F. Toberer,T. Buhl,A. Blum,Aadi Kalloo,A. Ben Hadj Hassen,Luc Thomas,Alexander Enk,Lorenz Uhlmann,Christina Alt,Monika Arenbergerova,Renato Marchiori Bakos,Anne Baltzer,Ines Bertlich,Andreas Blum,Therezia Bokor-Billmann,Jonathan Bowling,Naira Braghiroli,Ralph P. Braun,Kristina Buder-Bakhaya,Timo Buhl,Horacio Cabo,Leo Cabrijan,Naciye Cevic,Anna Classen,David Deltgen,Christine Fink,Ivelina Georgieva,Lara-Elena Hakim-Meibodi,Susanne Hanner,Franziska Hartmann,Julia Hartmann,Georg Haus,Elti Hoxha,Raimonds Karls,Hiroshi Koga,Jürgen Kreusch,Aimilios Lallas,Pawel Majenka,Ash Marghoob,Cesare Massone,Lali Mekokishvili,Dominik Mestel,Volker Meyer,Anna Neuberger,Kari Nielsen,Margaret Oliviero,Riccardo Pampena,John Paoli,Erika Pawlik,Barbar Rao,Adriana Rendon,Teresa Russo,Ahmed Sadek,Kinga Samhaber,Roland Schneiderbauer,Anissa Schweizer,Ferdinand Toberer,Lukas Trennheuser,Lyobomira Vlahova,Alexander Wald,Julia K. Winkler,Priscila Wölbing,Iris Zalaudek +65 more
TL;DR: For the first time, a CNN's diagnostic performance with a large international group of 58 dermatologists, including 30 experts, was compared and most dermatologists were outperformed by the CNN.
Journal ArticleDOI
Accuracy in melanoma detection: A 10-year multicenter survey
Giuseppe Argenziano,Lorenzo Cerroni,Iris Zalaudek,Stefania Staibano,Rainer Hofmann-Wellenhof,Nicola Arpaia,Renato Marchiori Bakos,Brigitte Balme,Jadran Bandic,Roberto Bandelloni,Alexandra Maria Giovanna Brunasso,Horacio Cabo,David A. Calcara,Blanca Carlos-Ortega,Ana Carolina Carvalho,Gabriel Casas,Huiting Dong,Gerardo Ferrara,Raffaele Filotico,Guillermo Gómez,Allan C. Halpern,Gennaro Ilardi,Akira Ishiko,Gulsen Kandiloglu,Hiroshi Kawasaki,Ken Kobayashi,Hiroshi Koga,Ivanka Kovalyshyn,D. Langford,Xin Liu,Ashfaq A. Marghoob,Massimo Mascolo,Cesare Massone,Laura Mazzoni,Scott W. Menzies,Akane Minagawa,Loredana Nugnes,Fezal Ozdemir,Giovanni Pellacani,Stefania Seidenari,Katherine Siamas,Ignazio Stanganelli,William V. Stoecker,Masaru Tanaka,Luc Thomas,Philipp Tschandl,Harald Kittler +46 more
TL;DR: Over the 10-year study period, accuracy in melanoma detection improved only in specialized clinics maybe because of a larger use of new diagnostic techniques such as dermatoscopy.
Journal ArticleDOI
Standardization of Dermoscopic Terminology and Basic Dermoscopic Parameters to Evaluate in General Dermatology (Non-Neoplastic Dermatoses): An Expert Consensus on Behalf of the International Dermoscopy Society
Enzo Errichetti,Iris Zalaudek,Harald Kittler,Zoe Apalla,Giuseppe Argenziano,Renato Marchiori Bakos,Andreas Blum,Ralph P. Braun,D. Ioannides,Francesco Lacarrubba,E. Lazaridou,Caterina Longo,Giuseppe Micali,Elvira Moscarella,John Paoli,Chryssoula Papageorgiou,Teresa Russo,Alon Scope,G. Stinco,Luc Thomas,Ruzica Jurakic Toncic,Philipp Tschandl,Horacio Cabo,A. Hallpern,Rainer Hofmann-Wellenhof,Josep Malvehy,A.A. Marghoob,Scott W. Menzies,Giovanni Pellacani,S. Puig,H. Rabinovitz,Lidia Rudnicka,Efstratios Vakirlis,Peter Soyer,Wilhelm Stolz,Masaru Tanaka,Aimilios Lallas +36 more
TL;DR: This expert consensus provides a set of standardized basic dermoscopic parameters to follow when evaluating inflammatory, infiltrative and infectious dermatoses and is likely to enhance the reproducibility and comparability of existing and future research findings.
Journal ArticleDOI
Sunburn, sunscreens, and phenotypes: some risk factors for cutaneous melanoma in southern Brazil
Lucio Bakos,Mario Bernardes Wagner,Renato Marchiori Bakos,Cristina S.M. Leite,Cristina L. Sperhacke,Karina S. Dzekaniak,Ana Gleisner +6 more
TL;DR: There are no published studies on the risk factors for cutaneous malignant melanoma in Brazil, the largest country in South America, and the risk of this malignancy is low.
Journal ArticleDOI
Total body skin examination for skin cancer screening in patients with focused symptoms
Giuseppe Argenziano,Iris Zalaudek,Rainer Hofmann-Wellenhof,Renato Marchiori Bakos,Wilma Bergman,Andreas Blum,Paolo Broganelli,Horacio Cabo,Filomena Caltagirone,Caterina Catricalà,Maurizio Coppini,Lucas Dewes,Maria Grazia Francia,Alessandro Garrone,Bengu Gerceker Turk,G. Ghigliotti,Jason Giacomel,Jean-Yves Gourhant,Gerald Hlavin,Nicole A Kukutsch,Dario Lipari,Gennaro Melchionda,Fezal Ozdemir,Giovanni Pellacani,Riccardo Pellicano,Susana Puig,Massimiliano Scalvenzi,Ana Maria Sortino-Rachou,Anna Virgili,Harald Kittler +29 more
TL;DR: TBSE improves skin cancer detection in patients with focused skin symptoms and shows a low rate of false-positive results.