Caroline Gonçalves

Universidade Federal de Uberlândia — Brazil

Medicine · Health Sciences

6h-index242citations10works0.02yr avg
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Research Topics

Infrared Thermography in Medicine(7), Thermography and Photoacoustic Techniques(6), Prostate Cancer Diagnosis and Treatment(2), AI in cancer detection(2), Statistical Methods and Inference(1)

Publications10 total

Algoritmos bioinspirados para otimização de CNNs aplicados na detecção de câncer de mama utilizando imagens termográficas
2022Open Access
CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images
2022· 12 cited
CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images
Computers in Biology and Medicine·2022· 139 cited
Classification of static infrared images using pre-trained CNN for breast cancer detection
2021· 24 cited
Evaluation of transfer learning of pre-trained CNNs applied to breast cancer detection on infrared images
Applied Optics·2020· 38 cited
Machine Learning and Infrared Thermography for Breast Cancer Detection
2019· 20 citedOpen Access
Detecção de câncer de mama utilizando imagens termográficas
2017
Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization
IEEE Transactions on Biomedical Engineering·2017· 6 citedOpen Access
Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2017· 1 cited
Pulmonary function and respiratory muscular strength in end-stage renal disease patients under hemodialysis
2015· 2 cited

Frequent Co-authors

Henrique Fernandes(5), Jefferson R. Souza(3), Layan Nahlawi(2), Purang Abolmaesumi(2), Parvin Mousavi(2), Farhad Imani(2), Mena Gaed(2), José A. Gómez(2), Madeleine Moussa(2), Eli Gibson(2), Aaron Fenster(2), Aaron D. Ward(2), E. de P. e S. Chaves(1), Marcelo Keese Albertini(1), Soojeong Lee(1), Gwanggil Jeon(1), Amanda C. Q. Leles(1), Letícia Gobbo Oliveira(1), Gilmar Guimarães(1), Juliano Rodrigues da Cunha(1)