Concepedia

Inês Neves

IN

4

Publications

153

Citations

4

H-Index

2012

Active since

Affiliations

Universidade do Porto(Current)

Inês Neves is an author at Universidade do Porto specializing in data science, model interpretability, and engineering.

Top concepts

EngineeringData ScienceInterpretabilityMachine LearningMedicineDiagnosisPathologyRadiologyCardiologyLung Cancer

Publications per year

2012–2022

4

Publications

4

Interpretable heartbeat classification using local model-agnostic explanations on ECGs

Inês Neves, Duarte Folgado, Sara Santos et al. · Computers in Biology and Medicine · 2021 · 101 citations · Full text

Electrophysiological Evaluation, Engineering, Machine Learning +8

Association between EGF +61 genetic polymorphisms and non-small cell lung cancer increased risk in a Portuguese population: a case–control study

Ramon Andrade de Mello, Mónica Ferreira, Sandra Costa et al. · Tumor Biology · 2012 · 21 citations

Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods

Mafalda Malafaia, Francisco Silva, Inês Neves et al. · IEEE Access · 2022 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans

Joana Sousa, Tânia Pereira, Inês Neves et al. · Sensors · 2022 · 10 citations · Full text

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