Alexander Dillon Gaudio


AuthID: R-00J-KBB

Confirmed Publications: 8



1
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: 2022 Computing in Cardiology, CinC 2022 in Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7, 2022, VOLUME: 2022-September
INDEXED IN: Scopus DBLP CrossRef
IN MY: DBLP
2
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: 5th International Conference on Medical Imaging with Deep Learning, MIDL 2022 in International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland., VOLUME: 172
INDEXED IN: Scopus DBLP
IN MY: DBLP
3
TITLE: ExplainFix: Explainable spatially fixed deep networks  Full Text
AUTHORS: Gaudio, Alex ; Faloutsos, Christos; Smailagic, Asim; Costa, Pedro; Campilho, Aurelio ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
4
TITLE: Enhancement of Retinal Fundus Images via Pixel Color Amplification
AUTHORS: Alex Gaudio ; Asim Smailagic; Aurélio Campilho ;
PUBLISHED: 2020, SOURCE: 17th International Conference on Image Analysis and Recognition, ICIAR 2020 in Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II, VOLUME: 12132
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
5
TITLE: O-MedAL: Online active deep learning for medical image analysis  Full Text
AUTHORS: Asim Smailagic; Pedro Costa; Alex Gaudio ; Kartik Khandelwal; Mostafa Mirshekari; Jonathon Fagert; Devesh Walawalkar; Susu S Xu; Adrian Galdran ; Pei Zhang; Aurelio Campilho ; Hae Young Noh;
PUBLISHED: 2020, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 10, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
6
TITLE: Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning
AUTHORS: Qiqi Q Xiao; Jiaxu X Zou; Muqiao Q Yang; Alex Gaudio ; Kris Kitani; Asim Smailagic; Pedro Costa; Min Xu;
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
IN MY: ORCID | DBLP
7
TITLE: Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images
AUTHORS: Asim Smailagic; Anupma Sharan; Pedro Costa; Adrian Galdran ; Alex Gaudio ; Aurelio Campilho ;
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: 2
IN MY: ORCID | DBLP
8
TITLE: O-MedAL: Online Active Deep Learning for Medical Image Analysis PDF
AUTHORS: Asim Smailagic; Pedro Costa; Alex Gaudio ; Kartik Khandelwal; Mostafa Mirshekari; Jonathon Fagert; Devesh Walawalkar; Susu Xu; Adrian Galdran; Pei Zhang; Aurélio Campilho ; Hae Young Noh;
PUBLISHED: 2019, SOURCE: CoRR, VOLUME: abs/1908.10508
INDEXED IN: DBLP arXiv
IN MY: DBLP

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