Giovanna Calabrese Dos Santos

6PUBLICATIONS
33CO-AUTHORS
Peripheral nervous systemNeural networksCancer diagnosisCellular nervous system
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Publications (6)

|Jun 26, 2026
Pathology-informed Generative Adversarial Network Augmentation Improves Classification of Peripheral Nerve Sheath Tumors by Modeling Morphological Variability: A Pilot Investigation.

|Feb 19, 2026
Impact of Transfer Learning on Convolutional Neural Networks for Odontogenic Tumor Diagnosis.

Daniela Giraldo-Roldán, Thaís Cerqueira Reis Nakamura, Anderson Faria Claret

|Nov 10, 2025
Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.

Thaís Cerqueira Reis Nakamura, Sebastião Silvério Sousa-Neto, Giovanna Calabrese Dos Santos

|Oct 28, 2024
Deep Convolutional Neural Network for Accurate Classification of Myofibroblastic Lesions on Patch-Based Images.

Daniela Giraldo-Roldán, Giovanna Calabrese Dos Santos, Anna Luíza Damaceno Araújo

|Oct 28, 2024
Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma.

Sebastião Silvério Sousa-Neto, Thaís Cerqueira Reis Nakamura, Daniela Giraldo-Roldan

|Jun 04, 2024
Feasibility study of ResNet-50 in the distinction of intraoral neural tumors using histopathological images.

Giovanna Calabrese Dos Santos, Anna Luíza Damaceno Araújo, Henrique Alves de Amorim

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Frequent Collaborators

6 joint publications

Daniela Giraldo-Roldán

6 joint publications

Pablo Agustin Vargas

6 joint publications

Matheus Cardoso Moraes

5 joint publications

Anna Luíza Damaceno Araújo