Daniela Roldan-Giraldo
Piracicaba, SP, Brazil
Last Updated: 09/26/2026
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Found 15 publications
Pathology-informed Generative Adversarial Network Augmentation Improves Classification of Peripheral Nerve Sheath Tumors by Modeling Morphological Variability: A Pilot Investigation.
Journal: Head and neck pathology
Published: May 03, 2026
Impact of Transfer Learning on Convolutional Neural Networks for Odontogenic Tumor Diagnosis.
Journal: Head and neck pathology
Published: October 29, 2025
Evaluation of Deep Learning Convolutional Neural Networks for Classification of Carcinoma Ex Pleomorphic Adenoma and Pleomorphic Adenoma in Whole-Slide Images.
Journal: Head and neck pathology
Published: July 02, 2025
Comparative analysis of convolutional neural network models for the histopathological differentiation of acinic cell carcinoma and secretory carcinoma.
Journal: Oral surgery, oral medicine, oral pathology and oral radiology
Published: June 02, 2025
Oral and Maxillofacial Low-Grade Myofibroblastic Sarcoma: A Systematic Review.
Journal: Head and neck pathology
Published: March 02, 2025
Fine-Needle Aspiration Biopsy as an Adjunct Diagnostic Tool for Polymorphous Adenocarcinoma of the Soft Palate: A Case Report.
Journal: International journal of surgical pathology
Published: January 09, 2025
Artificial intelligence in healthcare applications targeting cancer diagnosis-part I: data structure, preprocessing and data organization.
Journal: Oral surgery, oral medicine, oral pathology and oral radiology
Published: November 13, 2024
Deep Convolutional Neural Network for Accurate Classification of Myofibroblastic Lesions on Patch-Based Images.
Journal: Head and neck pathology
Published: September 02, 2024
Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma.
Journal: Head & neck
Published: July 29, 2024
Artificial intelligence and radiomics in the diagnosis of intraosseous lesions of the gnathic bones: A systematic review.
Journal: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology
Published: February 23, 2024
Feasibility study of ResNet-50 in the distinction of intraoral neural tumors using histopathological images.
Journal: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology
Published: February 20, 2024
Deep learning applied to the histopathological diagnosis of ameloblastomas and ameloblastic carcinomas.
Journal: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology
Published: June 24, 2023
Last Updated: 09/26/2026