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Journal Articles
- 2023
[j8]Júlia Beatriz A. Teixeira, Mariana T. Rezende, Débora Nasser Diniz, Cláudia M. Carneiro, Eduardo José da Silva Luz, Marcone J. F. Souza, Daniela M. Ushizima, Fátima N. S. de Medeiros, Andrea Gomes Campos Bianchi:
Segmentation of cervical nuclei using convolutional neural network for conventional cytology. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1876-1888 (2023)- 2021
- [j7]Débora Nasser Diniz
, Rafael Ferreira Vitor, Andrea Gomes Campos Bianchi, Saul E. Delabrida, Cláudia M. Carneiro, Daniela Mayumi Ushizima, Fátima Nelsizeuma Sombra de Medeiros, Marcone Jamilson Freitas Souza:
An ensemble method for nuclei detection of overlapping cervical cells. Expert Syst. Appl. 185: 115642 (2021) - [j6]Débora Nasser Diniz, Mariana T. Rezende, Andrea G. C. Bianchi, Cláudia M. Carneiro, Eduardo José da Silva Luz, Gladston J. P. Moreira, Daniela M. Ushizima, Fátima N. S. de Medeiros, Marcone J. F. Souza:
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification. J. Imaging 7(7): 111 (2021) - 2019
- [j5]Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Daniela Mayumi Ushizima, Mariana T. Rezende, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi, Fátima N. S. de Medeiros:
Deep learning for cell image segmentation and ranking. Comput. Medical Imaging Graph. 72: 13-21 (2019) - [j4]Daniel S. Ferreira, Geraldo L. B. Ramalho, Débora Torres, Alessandra H. G. Tobias, Mariana T. Rezende, Fátima N. S. de Medeiros, Andrea G. C. Bianchi, Cláudia M. Carneiro, Daniela M. Ushizima:
Saliency-driven system models for cell analysis with deep learning. Comput. Methods Programs Biomed. 182 (2019) - [j3]Romuere R. V. e Silva, Flávio H. D. Araújo, Daniela Mayumi Ushizima, Andrea G. C. Bianchi, Cláudia M. Carneiro, Fátima N. S. de Medeiros:
Radial feature descriptors for cell classification and recommendation. J. Vis. Commun. Image Represent. 62: 105-116 (2019) - 2018
- [j2]Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Fátima N. S. de Medeiros, Dilworth Parkinson, Alexander Hexemer, Cláudia M. Carneiro, Daniela Mayumi Ushizima Sabino:
Reverse image search for scientific data within and beyond the visible spectrum. Expert Syst. Appl. 109: 35-48 (2018) - 2017
- [j1]Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh:
Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells. IEEE J. Biomed. Health Informatics 21(2): 441-450 (2017)
Conference and Workshop Papers
- 2023
- [c9]Robson Santiago Viol, Paula Cintra Fernandes, Iago Izidório Lacerda, Koda Gabriel Faria Melo, Arilton Junior De Aguilar Nunes, André Schneider Guimarães Montresor Pimenta, Cláudia Martins Carneiro, Mateus Coelho Silva, Saul E. Delabrida:
EduVR: Towards an Evaluation Platform for User Interactions in Personalized Virtual Reality Learning Environments. IHC 2023: 15:1-15:10 - [c8]Daniela C. Terra, Adriano Chaves Lisboa, Mariana T. Rezende, Cláudia M. Carneiro, Andrea G. C. Bianchi:
Shape-based Features Investigation for Preneoplastic Lesions on Cervical Cancer Diagnosis. VISIGRAPP (4: VISAPP) 2023: 506-513 - 2022
- [c7]Breno N. S. Keller, Mariana T. Rezende, Tales Mota Machado, Saul E. Delabrida, Cláudia M. Carneiro, Andrea G. C. Bianchi:
Perceptions on the Use of an Online Tool in the Teaching-learning Process in Microscopy. ICEIS (2) 2022: 325-331 - 2020
- [c6]Douglas Wender A. Isidoro, Cláudia M. Carneiro, Mariana T. Resende, Fátima N. S. de Medeiros, Daniela M. Ushizima, Andrea Gomes Campos Bianchi:
Automatic Classification of Cervical Cell Patches based on Non-geometric Characteristics. VISIGRAPP (5: VISAPP) 2020: 845-852 - 2019
- [c5]Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela M. Ushizima, Fátima N. S. de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi:
An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test. ICEIS (Revised Selected Papers) 2019: 78-96 - [c4]Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela Mayumi Ushizima, Fátima Nelsizeuma Sombra de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi:
An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images. ICEIS (1) 2019: 319-327 - [c3]Daniel S. Ferreira, Geraldo Luis Bezerra Ramalho, Fátima N. S. de Medeiros, Andrea G. C. Bianchi, Cláudia M. Carneiro, Daniela Mayumi Ushizima:
Saliency-Driven System With Deep Learning for Cell Image Classification. ISBI 2019: 1284-1287 - 2017
- [c2]Paulo H. C. Oliveira, Gladston Moreira, Daniela Mayumi Ushizima, Cláudia M. Carneiro, Fátima N. S. de Medeiros, Flávio Henrique Duarte de Araújo, Romuere R. V. e Silva, Andrea G. C. Bianchi:
A multi-objective approach for calibration and detection of cervical cells nuclei. CEC 2017: 2321-2327 - 2013
- [c1]Daniela Mayumi Ushizima, Alessandra H. Gomes, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi:
Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination. ICMLA (2) 2013: 441-444
Coauthor Index
aka: Andrea Gomes Campos Bianchi
aka: Fátima Nelsizeuma Sombra de Medeiros
aka: Daniela M. Ushizima
aka: Daniela Mayumi Ushizima Sabino
aka: Daniela Mayumi Ushizima
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