Hannu Uusitalo

16 papers A 1B 2C 1Misc 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
A unified and practical user-centric framework for explainable artificial intelligence.
Knowl. Based Syst.
Sinan Kaplan, Hannu Uusitalo, Lasse Lensu
2021 J jnl
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges.
Comput. Biol. Medicine
Azat Garifullin, Lasse Lensu, Hannu Uusitalo
2020 B conf
Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images.
ACIVS
Sinan Kaplan, Lasse Lensu, Lauri Laaksonen, Hannu Uusitalo
2020 B conf
On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks.
ACIVS
Azat Garifullin, Lasse Lensu, Hannu Uusitalo
2018 Misc conf
Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula.
DICTA
Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
2017 J jnl
Comparison of image registration methods for composing spectral retinal images.
Biomed. Signal Process. Control.
Lauri Laaksonen, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
2017 J jnl
Performance comparison of publicly available retinal blood vessel segmentation methods.
Comput. Medical Imaging Graph.
Pavel Vostatek, Ela Claridge, Hannu Uusitalo, Markku Hauta-Kasari, Pauli Fält, Lasse Lensu
2016 — conf
Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions.
IPTA
Lauri Laaksonen, Antti Hannuksela, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
2016 — conf
Reconstruction of retinal spectra from RGB data using a RBF network.
IPTA
Uyen Nguyen, Lauri Laaksonen, Hannu Uusitalo, Lasse Lensu
2014 C conf
Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions.
ICISP
Pauli Fält, Masahiro Yamaguchi, Yuri Murakami, Lauri Laaksonen, Lasse Lensu, Ela Claridge, Markku Hauta-Kasari, Hannu Uusitalo
2013 J jnl
Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy.
Comput. Math. Methods Medicine
Tomi Kauppi, Joni-Kristian Kämäräinen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen
2012 — conf
A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis.
IScIDE
Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen
2009 — conf
Extending Diabetic Retinopathy Imaging from Color to Spectra.
SCIA
Pauli Fält, Jouni Hiltunen, Markku Hauta-Kasari, Iiris Sorri, Valentina Kalesnykiene, Hannu Uusitalo
2009 — conf
Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis.
SCIA
Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Heikki Kälviäinen, Hannu Uusitalo, Juhani Pietilä
2007 A conf
The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol.
BMVC
Tomi Kauppi, Valentina Kalesnykiene, Joni-Kristian Kamarainen, Lasse Lensu, Iiris Sorri, A. Raninen, R. Voutilainen, Hannu Uusitalo, Heikki Kälviäinen, Juhani Pietilä
2001 J jnl
Visual tests for measuring the picture quality of teleconsultations for medical purposes.
Comput. Methods Programs Biomed.
Heikki Lamminen, Keijo Ruohonen, Hannu Uusitalo