Hannu Uusitalo

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 9

Top Topics

Diabetic Retinopathy

Vessel Segmentation

Top Venues

Biomed. Signal Process. Control.

Publications

Sinan Kaplan, Hannu Uusitalo, Lasse Lensu
A unified and practical user-centric framework for explainable artificial intelligence. Knowl. Based Syst. 283 (2024)
Azat Garifullin, Lasse Lensu, Hannu Uusitalo
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges. Comput. Biol. Medicine 136 (2021)
Azat Garifullin, Lasse Lensu, Hannu Uusitalo
On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks. ACIVS (2020)
Sinan Kaplan, Lasse Lensu, Lauri Laaksonen, Hannu Uusitalo
Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images. ACIVS (2020)
Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. DICTA (2018)
Pavel Vostatek, Ela Claridge, Hannu Uusitalo, Markku Hauta-Kasari, Pauli Fält, Lasse Lensu
Performance comparison of publicly available retinal blood vessel segmentation methods. Comput. Medical Imaging Graph. 55 (2017)
Lauri Laaksonen, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
Comparison of image registration methods for composing spectral retinal images. Biomed. Signal Process. Control. 36 (2017)
Lauri Laaksonen, Antti Hannuksela, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu
Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions. IPTA (2016)
Uyen Nguyen, Lauri Laaksonen, Hannu Uusitalo, Lasse Lensu
Reconstruction of retinal spectra from RGB data using a RBF network. IPTA (2016)
Pauli Fält, Masahiro Yamaguchi, Yuri Murakami, Lauri Laaksonen, Lasse Lensu, Ela Claridge, Markku Hauta-Kasari, Hannu Uusitalo
Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions. ICISP (2014)
Tomi Kauppi, Joni-Kristian Kämäräinen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen
Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy. Comput. Math. Methods Medicine 2013 (2013)
Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen
A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis. IScIDE (2012)
Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Heikki Kälviäinen, Hannu Uusitalo, Juhani Pietilä
Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis. SCIA (2009)
Pauli Fält, Jouni Hiltunen, Markku Hauta-Kasari, Iiris Sorri, Valentina Kalesnykiene, Hannu Uusitalo
Extending Diabetic Retinopathy Imaging from Color to Spectra. SCIA (2009)
Tomi Kauppi, Valentina Kalesnykiene, Joni-Kristian Kamarainen, Lasse Lensu, Iiris Sorri, A. Raninen, R. Voutilainen, Hannu Uusitalo, Heikki Kälviäinen, Juhani Pietilä
The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol. BMVC (2007)
Heikki Lamminen, Keijo Ruohonen, Hannu Uusitalo
Visual tests for measuring the picture quality of teleconsultations for medical purposes. Comput. Methods Programs Biomed. 65 (2) (2001)