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Marcelo Vieira

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Associate Professor (tenure position)

University of Sao Paulo

Brazil

Research Interests

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Professors in Medical Imaging

Recent Grants

Grant: Open

Modeling of Noise in Physically-Realistic Path Tracing

Open Date: 2023-01-01

Close Date: 2026-12-01

Grant: Close

Study of the impact of image processing on the detection of microcalcifications in clinical digital mammography images acquired with different radiation doses

Open Date: 2022-07-01

Close Date: 2024-06-30

Grant: Close

Development of an image processing system integrated with dental X-ray sensors to improve image quality and reduce radiation doses

Open Date: 2019-08-01

Close Date: 2020-04-01

Grant: Close

Method for Simulating Dose Reduction in Digital Breast Tomosynthesis

Open Date: 2017-06-01

Close Date: 2019-05-31

Grant: Close

Noise Filtering in Digital Breast Tomosynthesis to Improve Medical Diagnosis and Reduce Radiation Dose

Open Date: 2014-03-01

Close Date: 2017-03-01

Articles (18)

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Collaborators (15)

Paddy Slator

Lecturer

Cardiff University

UNITED KINGDOM

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Fang-Cheng Yeh

Assistant Professor

University of Pittsburgh

UNITED STATES

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Anders Tingberg

Medical Physicist

Skåne University Hospital

SWEDEN

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David Schaeffer

UNITED STATES

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Ge Wang

Clark & Crossan Endowed Chair Professor

Rensselaer Polytechnic Institute

UNITED STATES

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Afonso C Silva

Professor

University of Pittsburgh

UNITED STATES

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Eduardo Almeida

Associate Professor

University of Sao Paulo

BRAZIL

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Diego Szczupak

Assistant Investigator

Champalimaud Foundation

PORTUGAL

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Marcelo Becker

Associate Professor

University of Sao Paulo

BRAZIL

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Harmanvir Ghuman

University of Pittsburgh

UNITED STATES

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Michel Modo

Professor

University of Pittsburgh

UNITED STATES

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Mariano Cabezas

Macquarie University

AUSTRALIA

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Saurabh Shigwan

Assistant Professor

Shiv Nadar Institution of Eminence

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J. Patrick Mayo

Assistant Professor

University of Pittsburgh

UNITED STATES

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Md Nasir Uddin

Assistant Professor

University of Rochester

UNITED STATES

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Marcelo Vieira

Research Interests

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Recent Grants

Articles (18)

Descriptor: Parasitoid Wasps and Associated Hymenoptera Dataset (DAPWH)

Lesion Detectability and Masking Disparity Assessment in Breast Tomosynthesis Across Diverse Populations Using In-Silico Imaging Trials

Magnetic Resonance Imaging Acceleration Using Diffusion Models:

Ultra-high resolution magnetic resonance microscopy of in situ gadolinium gold nanoparticle-labeled cells in the rat brain

Exploring the impact of image restoration in simulating higher dose mammography

Acquisition Geometry vs Radiation Dose in Digital Breast Tomosynthesis

Photo Response Non-Uniformity Correction for Digital Mammography Systems

Predicting the quality of digital mammography from the perspective of detectability of microcalcifications: A Radiomics approach

Simulation of heterogeneity within breast lesions based upon Perlin noise

Evaluating an image restoration pipeline for digital mammography across varied radiation exposures and microcalcification sizes using model observer analysis

Customizable digital mammography database: on-demand generation with user-defined radiation dose and microcalcification cluster characteristics

Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies

Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography

Direct interhemispheric cortical communication via thalamic commissures: a new white matter pathway in the primate brain

Simulation of breast lesions based upon fractal Perlin noise

Assessing the impact of correlated noise in digital mammography: A virtual clinical trial

Assessment of projection interpolation to compensate for the increased radiation dose in DBTMI

Computational method to artificially insert clusters of microcalcifications in digital breast tomosynthesis

Collaborators (15)

Paddy Slator

Fang-Cheng Yeh

Anders Tingberg

David Schaeffer

Ge Wang

Afonso C Silva

Eduardo Almeida

Diego Szczupak

Marcelo Becker

Harmanvir Ghuman

Michel Modo

Mariano Cabezas

Saurabh Shigwan

J. Patrick Mayo

Md Nasir Uddin

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