Emanuele Trucco

Full Professor, Computing, University of Dundee

Joined

February 2020

Names

Emanuele Trucco (Preferred)

Emails

****@dundee.ac.uk (Confirmed)

Personal Links

Career & Education History

Full Professor

Computing, University of Dundee (dundee.ac.uk)

2007 – Present

Associate Professor

Electrical and Electronic Engineering, Heriot-Watt University (hw.ac.uk)

1997 – 2007

Advisors, Relations & Conflicts

Coworker

Amos Storkey

2018 – Present

Coworker

Sotirios Tsaftaris

2015 – Present

Coworker

Stephen McKenna

2007 – Present

Coauthor

Alessandro Verri

1996 – Present

Expertise

Retinal image analysis

2000 – Present

Medical image analysis

2000 – Present

Medical data analysis

2000 – Present

Machine and deep learning

1994 – Present

3-D computer vision

1984 – 2016

Publications

Semantic segmentation of gonio-photographs via adaptive ROI localization and uncertainty estimation
Emanuele Trucco, Andrea Peroni
- 09 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Prediction of Major Adverse Cardiovascular Events from Retinal, Clinical and Genomic Data in Individuals with Type 2 Diabetes: A Population Cohort Study
Emanuele Trucco, Alexander Doney, Ify Mordi
- 09 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE
Muthu Rama Krishnan Mookiah, Stephen Hogg, Thomas J. MacGillivray, Emanuele Trucco
- 2021 (modified: 09 Nov 2022)
- Comput. Methods Programs Biomed. 2021
- Readers: Everyone
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification
Muthu Rama Krishnan Mookiah, Stephen Hogg, Tom J. MacGillivray, Vijayaraghavan Prathiba, Rajendra Pradeepa, Viswanathan Mohan, Ranjit Mohan Anjana, Alexander S. Doney, Colin N. A. Palmer, Emanuele Trucco
- 2021 (modified: 09 Nov 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Robust Selective Classification of Skin Lesions with Asymmetric Costs
Jacob Carse, Tamás Süveges, Stephen Hogg, Emanuele Trucco, Charlotte Proby, Colin Fleming, Stephen J. McKenna
- 2021 (modified: 09 Nov 2022)
- UNSURE/PIPPI@MICCAI 2021
- Readers: Everyone
Are Cardiovascular Risk Scores from Genome and Retinal Image Complementary? A Deep Learning Investigation in a Diabetic Cohort
Mohammad Ghouse Syed, Alexander S. Doney, Gittu George, Ify Mordi, Emanuele Trucco
- 2021 (modified: 09 Nov 2022)
- OMIA@MICCAI 2021
- Readers: Everyone
A Deep Learning Approach for Semantic Segmentation of Gonioscopic Images to Support Glaucoma Categorization
Andrea Peroni, Carlo A. Cutolo, Luís Abegão Pinto, Anna Paviotti, Mauro Campigotto, Caroline Cobb, Jacintha Gong, Sirjhun Patel, Andrew Tatham, Stewart Gillan, Emanuele Trucco
- 2020 (modified: 09 Nov 2022)
- MIUA 2020
- Readers: Everyone
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population
Lucia Ballerini, Ahmed E. Fetit, Stephan Wunderlich, Ruggiero Lovreglio, Sarah McGrory, Maria del Carmen Valdés Hernández, Tom J. MacGillivray, Fergus Doubal, Ian J. Deary, Joanna M. Wardlaw, Emanuele Trucco
- 2020 (modified: 09 Nov 2022)
- MIUA 2020
- Readers: Everyone
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
- 2020 (modified: 09 Nov 2022)
- iMIMIC/MIL3ID/LABELS@MICCAI 2020
- Readers: Everyone
Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels
Devanjali Relan, Lucia Ballerini, Emanuele Trucco, Tom J. MacGillivray
- 2019 (modified: 09 Nov 2022)
- Multim. Tools Appl. 2019
- Readers: Everyone

View all 155 publications

Co-Authors

View all 221 co-authors