Jacques Wainer - Publications

Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function.

Journal: PloS one

Published: January 20, 2020

A data-driven approach to referable diabetic retinopathy detection.

Journal: Artificial intelligence in medicine

Published: October 17, 2018

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral.

Journal: IEEE journal of biomedical and health informatics

Published: November 13, 2015

Automatic Diabetic Retinopathy detection using BossaNova representation.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: January 09, 2015

Automated multi-lesion detection for referable diabetic retinopathy in indigenous health care.

Journal: PloS one

Published: September 12, 2014

Peer-selected "best papers"-are they really that "good"?

Journal: PloS one

Published: September 04, 2014

Advancing bag-of-visual-words representations for lesion classification in retinal images.

Journal: PloS one

Published: January 11, 2014

Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection.

Journal: IEEE transactions on bio-medical engineering

Published: August 22, 2013

Points of interest and visual dictionaries for automatic retinal lesion detection.

Journal: IEEE transactions on bio-medical engineering

Published: June 06, 2012

Machine learning and pattern classification in identification of indigenous retinal pathology.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: January 19, 2012