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Daniela Mayumi Ushizima

Observed names: D M Ushizima, D Ushizima, D. M. Ushizima, D. Ushizima, D.M. Ushizima, DANIELA USHIZIMA, Daniela M. Ushizima, Daniela M Ushizima, Daniela M. Ushizima, Daniela Ushizima, Daniela Ushizima A, Ushizima, Daniela, Ushizima, Daniela Mayumi, Ushizima, Daniela; Perciano, Talita; Parkinson, Dilworth
Observed institutions: Mayo Clinic, Lawrence Berkeley National Laboratory, Universidade de São Paulo, Universidade Católica de Santos, University of California, San Francisco, Brookhaven National Laboratory, Universidade Federal do Ceará, Mayo Clinic in Florida, Advanced Light Source, University of California, Berkeley
ORCID: 0000-0002-7363-9468
Observed ORCID: 0000-0002-7363-9468
OpenAlex ID: A5050276927
Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells
2016 · Zhi Lu, Gustavo Carneiro, et al. · IEEE Journal of Biomedical and Health Informatics · 159
Deep learning for cell image segmentation and ranking
2019 · Flávio H.D. Araújo, Romuere R.V. Silva, et al. · Computerized Medical Imaging and Graphics · 121
Xi-cam: a versatile interface for data visualization and analysis
2018 · Ronald J. Pandolfi, Daniel B. Allan, et al. · Journal of Synchrotron Radiation · 112
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Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities
2021 · Marcus M. Noack, Petrus H. Zwart, et al. · Nature Reviews Physics · 93
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Cric searchable image database as a public platform for conventional pap smear cytology data
2021 · Mariana T. Rezende, Raniere Silva, et al. · Scientific Data · 75
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Multiresolution 3D-DenseNet for Chemical Shift Prediction in NMR Crystallography
2019 · Shuai Liu, Jie Li, et al. · The Journal of Physical Chemistry Letters · 74
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A convolutional neural network-based screening tool for X-ray serial crystallography
2018 · Tsung-Wei Ke, Aaron S. Brewster, et al. · Journal of Synchrotron Radiation · 68
Detecting lithium plating dynamics in a solid-state battery with operando X-ray computed tomography using machine learning
2023 · Ying Huang, David Perlmutter, et al. · npj Computational Materials · 58
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A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification
2021 · Débora N. Diniz, Mariana T. Rezende, et al. · Journal of Imaging · 57
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SAR imagery segmentation by statistical region growing and hierarchical merging
2009 · E.A. Carvalho, D.M. Ushizima, et al. · Digital Signal Processing · 53
Microstructure and water absorption of ancient concrete from Pompeii: An integrated synchrotron microtomography and neutron radiography characterization
2020 · Ke Xu, Anton S. Tremsin, et al. · Cement and Concrete Research · 49
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A Hierarchical Feature-Based Methodology to Perform Cervical Cancer Classification
2021 · Débora N. Diniz, Mariana T. Rezende, et al. · Applied Sciences · 48
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In-situ microtomography image segmentation for characterizing strain-hardening cementitious composites under tension using machine learning
2023 · Ke Xu, Qingxu Jin, et al. · Cement and Concrete Research · 45
Validating deep learning inference during chest X-ray classification for COVID-19 screening
2021 · Robbie Sadre, Baskaran Sundaram, et al. · Scientific Reports · 44
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Augmented Topological Descriptors of Pore Networks for Material Science
2012 · Daniela Ushizima, Dmitriy Morozov, et al. · IEEE Transactions on Visualization and Computer Graphics · 44
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Support vector machines applied to white blood cell recognition
2005 · D.M. Ushizima, A.C. Lorena, et al. · International Conference on Hybrid Intelligent Systems (HIS) · 41
Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation
2021 · Daniela Ushizima, Yuheng Chen, et al. · NeuroImage · 39
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Segmentation of subcellular compartments combining superpixel representation with Voronoi diagrams
2015 · Daniela Ushizima, Andrea G. C. Bianchi, et al. · eScholarship (California Digital Library) · 39
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Scanning electron microscopy image representativeness: morphological data on nanoparticles
2016 · KATARZYNA ODZIOMEK, DANIELA USHIZIMA, et al. · Journal of Microscopy · 38
Reverse image search for scientific data within and beyond the visible spectrum
2018 · Flavio H.D. Araujo, Romuere R.V. Silva, et al. · Expert Systems with Applications · 37
Synthetic Scientific Image Generation with VAE, GAN, and Diffusion Model Architectures
2025 · Zineb Sordo, Eric Chagnon, et al. · Journal of Imaging · 33
Benchmarking topic models on scientific articles using BERTeley
2023 · Eric Chagnon, Ronald Pandolfi, et al. · Natural Language Processing Journal · 32
Convolutional neural networks for grazing incidence x-ray scattering patterns: thin film structure identification
2019 · Shuai Liu, Charles N. Melton, et al. · MRS Communications · 31
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Machine learning for micro-tomography
2017 · Dilworth Y. Parkinson, Daniela M. Ushizima, et al. · 30
Wavelet Analysis for Wind Fields Estimation
2010 · Gladeston C. Leite, Daniela M. Ushizima, et al. · Sensors · 30
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Works count: 159
Citation count: 2,218
H-index: 28
I10-index: 58
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