Alexander Dillon Gaudio


AuthID: R-00J-KBB

Confirmed Publications: 8



1
TITLE: ExplainFix: Explainable spatially fixed deep networks  Full Text
AUTHORS: Gaudio, Alex ; Faloutsos, Christos; Smailagic, Asim; Costa, Pedro; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID
2
TITLE: Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds
AUTHORS: Alex Gaudio ; Miguel T Coimbra ; Aurélio Campilho ; Asim Smailagic; Samuel E Schmidt; Francesco Renna ;
PUBLISHED: 2022, SOURCE: CinC, VOLUME: 2022-September
INDEXED IN: Scopus DBLP CrossRef: 2
3
TITLE: Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation
AUTHORS: Pedro Costa; Alex Gaudio ; Aurélio Campilho ; Jaime S Cardoso ;
PUBLISHED: 2022, SOURCE: MIDL, VOLUME: 172
INDEXED IN: Scopus DBLP
4
TITLE: Enhancement of Retinal Fundus Images via Pixel Color Amplification
AUTHORS: Alex Gaudio ; Asim Smailagic; Aurélio Campilho ;
PUBLISHED: 2020, SOURCE: ICIAR (2), VOLUME: 12132 LNCS
INDEXED IN: Scopus DBLP CrossRef: 12
IN MY: ORCID
5
TITLE: O-MedAL: Online active deep learning for medical image analysis  Full Text
AUTHORS: Smailagic, A; Costa, P; Gaudio, A ; Khandelwal, K; Mirshekari, M; Fagert, J; Walawalkar, D; Xu, SS; Galdran, A ; Zhang, P; Campilho, A ; Noh, HY;
PUBLISHED: 2020, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 10, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 21
IN MY: ORCID
6
TITLE: Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning
AUTHORS: Xiao, QQ; Zou, JX; Yang, MQ; Gaudio, A ; Kitani, K; Smailagic, A; Costa, P; Xu, M;
PUBLISHED: 2019, SOURCE: 16th International Conference on Image Analysis and Recognition (ICIAR) in IMAGE ANALYSIS AND RECOGNITION (ICIAR 2019), PT II, VOLUME: 11663
INDEXED IN: Scopus WOS DBLP CrossRef: 21
IN MY: ORCID
7
TITLE: Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images
AUTHORS: Smailagic, A; Sharan, A; Costa, P; Galdran, A ; Gaudio, A ; Campilho, A ;
PUBLISHED: 2019, SOURCE: 16th International Conference on Image Analysis and Recognition (ICIAR) in IMAGE ANALYSIS AND RECOGNITION (ICIAR 2019), PT II, VOLUME: 11663
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID
8
TITLE: MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis
AUTHORS: Smailagic, A; Costa, P; Noh, HY ; Walawalkar, D; Khandelwal, K; Galdran, A ; Mirshekari, M; Fagert, J; Xu, SS; Zhang, P; Campilho, A ;
PUBLISHED: 2018, SOURCE: 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
INDEXED IN: Scopus WOS DBLP CrossRef: 47

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