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Charles Vrattos
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Publications (2)
SPIE Journal Paper | 27 November 2020 Open Access
Deep learning-level melanoma detection by interpretable machine learning and imaging biomarker cues
Daniel Gareau, James Browning, Joel Correa Da Rosa, Mayte Suarez-Farinas, Samantha Lish , Amanda Zong, Benjamin Firester, Charles Vrattos, Yael Renert-Yuval, Mauricio Gamboa, María Vallone, Zamira Barragán-Estudillo, Alejandra Tamez-Peña, Javier Montoya, Miriam Jesús-Silva, Cristina Carrera, Josep Malvehy, Susana Puig, Ashfaq Marghoob, John Carucci, James Krueger
JBO, Vol. 25, Issue 11, 112906, (November 2020) https://doi.org/10.1117/12.10.1117/1.JBO.25.11.112906
KEYWORDS: Melanoma, Diagnostics, Machine learning, Data modeling, Visualization, Skin, Sensors, Image analysis, Dermatology, Binary data
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Proceedings Article | 9 March 2020 Presentation
AI-driven imaging biomarkers for sensory cue integration during melanoma screening (Conference Presentation)
Proceedings Volume 11230, 112300U (2020) https://doi.org/10.1117/12.2550189
KEYWORDS: Melanoma, Optical sensors, Image sensors, Sensors, Diagnostics, Artificial intelligence, Transparency, Visualization, Biological research, Visual analytics
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