AI Medical Compendium Journal:
The American Journal of dermatopathology

Showing 1 to 3 of 3 articles

Artificial Intelligence and Convolutional Neural Networks-Driven Detection of Micro and Macro Metastasis of Cutaneous Melanoma to the Lymph Nodes.

The American Journal of dermatopathology Mar 19, 2025
BACKGROUND: Lymph node (LN) assessment is a critical component in the staging and management of cutaneous melanoma. Traditional histopathological evaluation, supported by immunohistochemical staining, is the gold standard for detecting LN metastases....
Humans Neural Networks, Computer Artificial Intelligence Melanoma Skin Neoplasms Convolutional Neural Networks Lymph Nodes Lymphatic Metastasis Melanoma, Cutaneous Malignant Image Interpretation, Computer-Assisted
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Evaluating Advanced Machine Learning Models for Histopathological Diagnosis of Hansen Disease.

The American Journal of dermatopathology Nov 5, 2024
INTRODUCTION: Leprosy is a neglected infectious disease caused by Mycobacterium leprae and Mycobacterium lepromatosis and remains a public health challenge in tropical regions. Therefore, the development of technological tools such as machine learnin...
Humans Neural Networks, Computer Machine Learning Female Adult Male Middle Aged Case-Control Studies Decision Trees Predictive Value of Tests Leprosy
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Histologic Screening of Malignant Melanoma, Spitz, Dermal and Junctional Melanocytic Nevi Using a Deep Learning Model.

The American Journal of dermatopathology Jul 19, 2022
OBJECTIVE: The integration of an artificial intelligence tool into pathologists' workflow may lead to a more accurate and timely diagnosis of melanocytic lesions, directly patient care. The objective of this study was to create and evaluate the perfo...
Humans Artificial Intelligence Melanoma Skin Neoplasms Deep Learning Pilot Projects Diagnosis, Differential Melanoma, Cutaneous Malignant Nevus, Pigmented Nevus, Epithelioid and Spindle Cell
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