Alex Gaudio - Publications, H-index & Citations

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Alex Gaudio

Johns Hopkins University

6H-index

19Paper Count

136Citation Count

Published Papers 6

Publication Date

Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Renna, Francesco; Gaudio, Alex; Mattos, Sandra; Plumbley, Mark D.; Coimbra, Miguel Tavares

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DeepFixCX: Explainable privacy-preserving image compression for medical image analysis

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2023-03-11

OAAI

Gaudio, Alex; Smailagic, Asim; Faloutsos, Christos; Mohan, Shreshta; Johnson, Elvin; Liu, Yuhao; Costa, Pedro; Campilho, Aurelio

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ExplainFix: Explainable spatially fixed deep networks

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2022-11-25

OAAI

Gaudio, Alex; Faloutsos, Christos; Smailagic, Asim; Costa, Pedro; Campilho, Aurelio

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Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Montenegro, Helena; Silva, Wilson; Gaudio, Alex; Fredrikson, Matt; Smailagic, Asim; Cardoso, Jaime S.

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O-MedAL: Online active deep learning for medical image analysis

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2020-01-27

OAAI

Smailagic, Asim; Costa, Pedro; Gaudio, Alex; Khandelwal, Kartik; Mirshekari, Mostafa; Fagert, Jonathon; Walawalkar, Devesh; Xu, Susu; Galdran, Adrian; Zhang, Pei; Campilho, Aurelio; Noh, Hae Young

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Pulmonary Hypertension Detection From Heart Sound Analysis

IEEE Transactions on Biomedical Engineering

IF4.5

PREAI

Alex Gaudio; Noemi Giordano; Mounya Elhilali; Samuel Schmidt; Francesco Renna

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Research Directions