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Victor Alves

Victor Alves

Physician expert in annotation of medical datasets, including imaging

PORTUGAL flag
Porto, Portugal
$25.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Medical imaging classification
Medical imaging segmentation
Medical records summarization

Top Data Types

ImageImage
Medical DicomMedical Dicom
TextText

Top Label Types

Bounding Box
Classification
Diagnosis
Segmentation
Text Summarization

Freelancer Overview

I am nuclear medicine physician with 13 years of experience in healthcare, both in clinical work and research. I hold a master's degree in Modelling, Data Analysis and Decision Support Systems, with specialization in Artificial Intelligence applied to Medical Imaging. I have experience in conducting dozens of projects, including in building annotated datasets, in medical imaging and other fields for developing deep learning models. I have theoretical knowledge and experience in all phases of developing machine/deep learning models.

ExpertPortugueseFrenchSpanishEnglish

Labeling Experience

Classification of Pulmonary Nodules in 2-[18F]FDG PET/CT Images with a 3D Convolutional Neural Network

OtherMedical DicomCuboid
An annotated dataset was built from positron emission tomography (PET) images of pulmonary nodules. A 3D convolutional neural network was developed and validated.

An annotated dataset was built from positron emission tomography (PET) images of pulmonary nodules. A 3D convolutional neural network was developed and validated.

2020 - 2021

Education

F

Faculty of Economics and Management of Porto University

Master's degree, Modelling, Data Analysis and Decision Support Systems

Master's degree
2018 - 2021
N

NOVA Medical School

Integrated master's degree, Medicine

Integrated master's degree
2004 - 2010

Work History

S

São João Hospital Centre

Nuclear Medicine Physician

Porto
2016 - Present