Marta Cullell Dalmau

Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning

ARTICLE. Cullell-Dalmau Marta, Noé Sergio, Otero-Viñas Marta, Meić Ivan, Manzo Carlo. Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning. Frontiers in Medicine. 04 March 2021 https://doi.org/10.3389/fmed.2021.644327 Abstract. Deep learning architectures for the classification of images have shown outstanding results in a variety of disciplines, including [...]

The Quality and teaching innovation at UVic (III) 2016-2019

BOOK. (Original Title): La qualitat i la innovació docent a la UVic (III) 2016-2019. Chapter. Original Title: Estudi de l’adquisició de les competències professionals a través de la vinculació del TFG al grup de recerca TR2Lab Authors of Chapter. Ester Goutan Roura (Coord.), Marta Cullell Dalmau, Elisabet Dachs Cabanas, Montserrat [...]

Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images

ARTICLE. Marta Cullell-Dalmau, Marta Otero-Viñas, Carlo Manzo. Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images. Journal of Investigative Dermatology (2020) 140, 507e514; doi:10.1016/j.jid.2019.12.029. Abstract. Deep learning is a branch of artificial intelligence that uses computational networks inspired by the human brain to extract patterns from raw [...]

Observational study: correlation between the composition and the in vitro functionality of the autologous platelet rich plasma with the healing evolution of chronic wounds treated with this therapy

GRANT. Project information. Marta Otero Viñas leader a recently obtained grant from the Spanish Ministry of Science, Innovation, and Universities through the Instituto de Salud Carlos III-FEDER program (Acción Estratégia en Salud 2017-2020 – Proyectos de investigación en salud). Team members: Elisabet Sarri, Marta Ferrer, Joan Espaulella, Marta Cullell, Montserrat [...]

Congrats Marta Cullell for her project presentation at EBSA meeting

Very proud of doctoral Student Marta Cullell for the advances in her doctoral project presented at the European Biophysics Congress (12th EBSA 10th ICBP-IUPAP Congress), Madrid 20-24 July 2019. Cullell presented preliminary results of her Ph.D. project. Title of the poster communication "Exploring the role of integrin glycosylation in wound [...]

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