Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets-Reference-Cited by-同舟云学术

Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets

Published:2023-08-31 Issue: Volume: Page:
ISSN:1380-7501
Container-title:Multimedia Tools and Applications
language:en
Short-container-title:Multimed Tools Appl

Author:

Spolaôr Newton^ORCID,Lee Huei Diana,Mendes Ana Isabel,Nogueira Conceição Veloso,Parmezan Antonio Rafael Sabino,Takaki Weber Shoity Resende,Coy Claudio Saddy Rodrigues,Wu Feng Chung,Fonseca-Pinto Rui

Funder

eurekaSD: Enhancing University Research and Education in Areas Useful for Sustainable Development

Fundação Araucária

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Fundação para a Ciência e a Tecnologia

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Link

https://link.springer.com/content/pdf/10.1007/s11042-023-16529-w.pdf

Reference78 articles.

1. Abadi M, Agarwal A, Barham P et al (2015) TensorFlow: Large-scale machine learning on heterogeneous systems. http://tensorflow.org/,software available from tensorflow.org

2. Abayomi-Alli OO, Damasevicius R, Misra S et al (2021) Malignant skin melanoma detection using image augmentation by oversamplingin nonlinear lower-dimensional embedding manifold. Turk J Electr Eng Comput Sci 29(8).https://doi.org/10.3906/elk-2101-133

3. Abuzaghleh O, Faezipour M, Barkana BD (2015) A comparison of feature sets for an automated skin lesion analysis system for melanoma early detection and prevention. In: Long Island Systems, Applications and Technology, pp 1–6. https://doi.org/10.1109/LISAT.2015.7160183

4. Ain QU, Al-Sahaf H, Xue B et al (2022) Genetic programming for automatic skin cancer image classification. Expert Syst Appl 197(116):680. https://doi.org/10.1016/j.eswa.2022.116680

5. Alazzam MB, Alassery F, Almulihi A (2021) Diagnosis of melanoma using deep learning. Mathematical Problems in Engineering 2021

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