Daniela Ushizima

According to our database, Daniela Ushizima authored at least 56 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Benchmarking topic models on scientific articles using BERTeley.

Eric Chagnon, Ronald Pandolfi, Jeffrey Donatelli, Daniela Ushizima

Nat. Lang. Process. J., 2024

2023

Segmentation of cervical nuclei using convolutional neural network for conventional cytology.

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

Comput. methods Biomech. Biomed. Eng. Imaging Vis., September, 2023

Lithium Metal Battery Quality Control via Transformer-CNN Segmentation.

Jerome Quenum, Iryna Zenyuk, Daniela Ushizima

J. Imaging, 2023

Lithium Metal Battery Quality Control via Transformer-CNN Segmentation.

Jerome Quenum, David Perlmutter, Ying Huang, Iryna Zenyuk, Daniela Ushizima

CoRR, 2023

Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities.

Guanhua Hao, Eric J. Roberts, Tanny Chavez, Zhuowen Zhao, Elizabeth Holman, Howard Yanxon, Adam Green, Harinarayan Krishnan, Daniela Ushizima, Dylan McReynolds, Nicholas Schwarz, Petrus H. Zwart, Alexander Hexemer, Dilworth Parkinson

Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

2022

Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation.

Daniela Ushizima, Yuheng Chen, Maryana Alegro, Dulce Ovando, Rana Eser, WingHung Lee, Kinson Poon, Anubhav Shankar, Namrata Kantamneni, Shruti Satrawada, Edson Amaro Júnior, Helmut Heinsen, Duygu Tosun, Lea T. Grinberg

NeuroImage, 2022

2021

A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification.

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

J. Imaging, 2021

An ensemble method for nuclei detection of overlapping cervical cells.

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

Expert Syst. Appl., 2021

A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks.

Alexandre Fioravante de Siqueira, Daniela Mayumi Ushizima, Stéfan van der Walt

CoRR, 2021

2020

Microstructure and Water Absorption of Ancient Concrete from Pompeii: An Integrated Synchrotron Microtomography and Neutron Radiography Characterization.

Ke Xu, Anton S. Tremsin, Jiaqi Li, Daniela M. Ushizima, Catherine A. Davy, Amine Bouterf, Ying Tsun Su, Milena Marroccoli, Anna Maria Mauro, Massimo Osanna, Antonio Telesca, Paulo J. M. Monteiro

CoRR, 2020

Automatic Classification of Cervical Cell Patches based on Non-geometric Characteristics.

Douglas Wender A. Isidoro, Cláudia M. Carneiro, Mariana T. Resende, Fátima N. S. de Medeiros, Daniela M. Ushizima, Andrea Gomes Campos Bianchi

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Interactive Parallel Workflows for Synchrotron Tomography.

Dilworth Y. Parkinson, Harinarayan Krishnan, Daniela Ushizima, Matthew L. Henderson, Shreyas Cholia

Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020

Accelerating Microstructural Analytics with Dask for Volumetric X-ray Images.

Daniela Ushizima, Matthew McCormick, Dilworth Parkinson

Proceedings of the 9th IEEE/ACM Workshop on Python for High-Performance and Scientific Computing, 2020

Lung CT Screening With 3D Convolutional Neural Network Architectures.

Thiago José Barbosa Lima, Daniela Ushizima, Antonio Oseas de Carvalho Filho, Flávio Henrique Duarte de Araújo

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

Fusion of Color Bands Using Genetic Algorithm to Segment Melanoma.

Rafael L. Araújo, Daniela M. Ushizima, Romuere R. V. Silva

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

2019

Interactive volumetric segmentation for textile micro-tomography data using wavelets and nonlocal means.

J. Michael L. MacNeil, Daniela M. Ushizima, Francesco Panerai, Nagi N. Mansour, Harold S. Barnard, Dilworth Y. Parkinson

Stat. Anal. Data Min., 2019

Radial feature descriptors for cell classification and recommendation.

Romuere R. V. e Silva, Flávio H. D. Araújo, Daniela Mayumi Ushizima, Andrea G. C. Bianchi, Cláudia M. Carneiro, Fátima N. S. de Medeiros

J. Vis. Commun. Image Represent., 2019

Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets.

Cristina White, Daniela Ushizima, Charbel Farhat

CoRR, 2019

Saliency-driven system models for cell analysis with deep learning.

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

Comput. Methods Programs Biomed., 2019

Deep learning for cell image segmentation and ranking.

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

Comput. Medical Imaging Graph., 2019

Distributed Global Digital Volume Correlation by Optimal Transport.

John Michael L. MacNeil, Dmitriy Morozov, Francesco Panerai, Dilworth Parkinson, Harold S. Barnard, Daniela Ushizima

Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019

Evaluating Fiber Detection Models Using Neural Networks.

Silvia Miramontes, Daniela M. Ushizima, Dilworth Y. Parkinson

Proceedings of the Advances in Visual Computing, 2019

Entropy Projection Curved Gabor with Random Forest and SVM for Face Recognition.

Eucassio G. Lima Junior, Luis H. S. Vogado, Ricardo de A. L. Rabelo, Cornélia J. P. Passarinho, Daniela M. Ushizima

Proceedings of the Advances in Visual Computing, 2019

Saliency-Driven System With Deep Learning for Cell Image Classification.

Daniel S. Ferreira, Geraldo Luis Bezerra Ramalho, Fátima N. S. de Medeiros, Andrea G. C. Bianchi, Cláudia M. Carneiro, Daniela Mayumi Ushizima

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test.

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

Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images.

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

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

2018

Reverse image search for scientific data within and beyond the visible spectrum.

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

Expert Syst. Appl., 2018

Gradient Boosting Decision Trees for Echocardiogram Images.

Vinícius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Célia Coelho

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells.

Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh

IEEE J. Biomed. Health Informatics, 2017

Portable Learning Environments for Hands-On Computational Instruction: Using Container- and Cloud-Based Technology to Teach Data Science.

Chris Holdgraf, Aaron Culich, Ariel Rokem, Fatma Deniz, Maryana Alegro, Daniela Ushizima

Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017

A multi-objective approach for calibration and detection of cervical cells nuclei.

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

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Distributed memory parallel Markov random fields using graph partitioning.

Colleen Heinemann, Talita Perciano, Daniela Ushizima, E. Wes Bethel

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Reduced-complexity image segmentation under parallel Markov Random Field formulation using graph partitioning.

Talita Perciano, Daniela Mayumi Ushizima, E. Wes Bethel, Yariv Dror Mizrahi, Dilworth Parkinson, James A. Sethian

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multimodal Whole Brain Registration: MRI and High Resolution Histology.

Maryana Alegro, Edson Amaro Júnior, Burlen Loring, Helmut Heinsen, Eduardo Alho, Lilla Zöllei, Daniela Ushizima, Lea T. Grinberg

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Making Advanced Scientific Algorithms and Big Scientific Data Management More Accessible.

S. V. Venkatakrishnan, K. Aditya Mohan, Keith Beattie, Joaquin Correa, Eli Dart, Jack Deslippe, Alexander Hexemer, Harinarayan Krishnan, Alastair A. MacDowell, Stefano Marchesini, Simon J. Patton, Talita Perciano, James A. Sethian, Rune Stromsness, Brian L. Tierney, Craig E. Tull, Daniela Ushizima, Dilworth Y. Parkinson

Proceedings of the Computational Imaging XIV, San Francisco, 2016

Convolutional neural networks at the interface of physical and digital data.

Daniela Ushizima, Chao Yang, Singanallur V. Venkatakrishnan, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Haoran Tang, Joao Vitor Mascarenhas, Alexander Hexemer, Dilworth Parkinson, James A. Sethian

Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016

2015

Investigating Pill Recognition Methods for a New National Library of Medicine Image Dataset.

Daniela Ushizima, Allan Carneiro, Marcelo Souza, Fátima N. S. de Medeiros

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Fast detection of material deformation through structural dissimilarity.

Daniela Ushizima, Talita Perciano, Dilworth Parkinson

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Structure recognition from high resolution images of ceramic composites.

Daniela Ushizima, Talita Perciano, Harinarayan Krishnan, Burlen Loring, Hrishikesh Bale, Dilworth Parkinson, James A. Sethian

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Multiscale Corner Detection in Planar Shapes.

Ialis C. Paula Jr., Fátima Nelsizeuma Sombra de Medeiros, Francisco Nivando Bezerra, Daniela Mayumi Ushizima

J. Math. Imaging Vis., 2013

Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination.

Daniela Mayumi Ushizima, Alessandra H. Gomes, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Assessing the accuracy of macula detection methods in retinal images.

Rodrigo M. S. Veras, Fátima N. S. de Medeiros, Romuere R. V. e Silva, Daniela Ushizima

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012

Augmented Topological Descriptors of Pore Networks for Material Science.

Daniela Mayumi Ushizima, Dmitriy Morozov, Gunther H. Weber, Andrea Gomes Campos Bianchi, James A. Sethian, E. Wes Bethel

IEEE Trans. Vis. Comput. Graph., 2012

2011

Corner Detection within a Multiscale Framework.

Ialis C. Paula Jr., Fátima N. S. de Medeiros, Francisco Nivando Bezerra, Daniela Mayumi Ushizima

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Poster: I/O workload analysis with server-side data collection.

Andrew Uselton, Daniela Mayumi Ushizima

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

2010

Wavelet Analysis for Wind Fields Estimation.

Gladeston C. Leite, Daniela Mayumi Ushizima, Fátima N. S. de Medeiros, Gilson G. De Lima

Sensors, 2010

SAR imagery segmentation by statistical region growing and hierarchical merging.

E. A. Carvalho, Daniela Mayumi Ushizima Sabino, Fátima Nelsizeuma Sombra de Medeiros, Charles Iury Oliveira Martins, Régis C. P. Marques, Isaura N. S. Oliveira

Digit. Signal Process., 2010

2009

Target Detection in SAR Images Based on a Level Set Approach.

Régis C. P. Marques, Fátima Nelsizeuma Sombra de Medeiros, Daniela Mayumi Ushizima

IEEE Trans. Syst. Man Cybern. Part C, 2009

Iterative self-dual reconstruction on radar image recovery.

Charles Iury Oliveira Martins, Daniela Mayumi Ushizima, Fátima N. S. de Medeiros, Francisco Nivando Bezerra, Régis C. P. Marques, Nelson D. A. Mascarenhas

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

2008

Automated Analysis for Detecting Beams in Laser Wakefield Simulations.

Daniela Mayumi Ushizima, Oliver Rübel, Prabhat, Gunther H. Weber, E. Wes Bethel, Cecilia R. Aragon, Cameron G. R. Geddes, Estelle Cormier-Michel, Bernd Hamann, Peter Messmer, Hans Hagen

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2006

Leukocyte Detection Using Nucleus Contour Propagation.

Daniela Mayumi Ushizima Sabino, Rodrigo T. Calado, Edgar Gil Rizzatti

Proceedings of the Medical Imaging and Augmented Reality, 2006

2005

Support Vector Machines Applied to White Blood Cell Recognition.

Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

Diagnóstico de leucemia linfóide auxiliado por computador.

Daniela Mayumi Ushizima

PhD thesis, 2004

A texture approach to leukocyte recognition.

Daniela Mayumi Ushizima Sabino, Luciano da Fontoura Costa, Edgar Gil Rizzatti, Marco Antonio Zago

Real Time Imaging, 2004

Toward Leukocyte Recognition Using Morphometry, Texture And Color.

Daniela Mayumi Ushizima Sabino, Luciano da Fontoura Costa, Marco Antonio Zago, Edgar Gil Rizzatti

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2002

Chromatin texture characterization using multiscale fractal dimension.

Daniela Mayumi Ushizima Sabino, Edson Koiti Nakamura, Luciano da F. Costa, Rodrigo T. Calado, Marco Antonio Zago

Proceedings of the 14th International Conference on Digital Signal Processing, 2002