Hannu Uusitalo

According to our database, Hannu Uusitalo authored at least 16 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A unified and practical user-centric framework for explainable artificial intelligence.

Sinan Kaplan, Hannu Uusitalo, Lasse Lensu

Knowl. Based Syst., January, 2024

2021

Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges.

Azat Garifullin, Lasse Lensu, Hannu Uusitalo

Comput. Biol. Medicine, 2021

2020

Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images.

Sinan Kaplan, Lasse Lensu, Lauri Laaksonen, Hannu Uusitalo

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks.

Azat Garifullin, Lasse Lensu, Hannu Uusitalo

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2018

Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula.

Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

Performance comparison of publicly available retinal blood vessel segmentation methods.

Pavel Vostatek, Ela Claridge, Hannu Uusitalo, Markku Hauta-Kasari, Pauli Fält, Lasse Lensu

Comput. Medical Imaging Graph., 2017

Comparison of image registration methods for composing spectral retinal images.

Lauri Laaksonen, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu

Biomed. Signal Process. Control., 2017

2016

Reconstruction of retinal spectra from RGB data using a RBF network.

Uyen Nguyen, Lauri Laaksonen, Hannu Uusitalo, Lasse Lensu

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions.

Lauri Laaksonen, Antti Hannuksela, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2014

Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions.

Pauli Fält, Masahiro Yamaguchi, Yuri Murakami, Lauri Laaksonen, Lasse Lensu, Ela Claridge, Markku Hauta-Kasari, Hannu Uusitalo

Proceedings of the Image and Signal Processing - 6th International Conference, 2014

2013

Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy.

Tomi Kauppi, Joni-Kristian Kämäräinen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen

Comput. Math. Methods Medicine, 2013

2012

A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis.

Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

2009

Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis.

Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Heikki Kälviäinen, Hannu Uusitalo, Juhani Pietilä

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Extending Diabetic Retinopathy Imaging from Color to Spectra.

Pauli Fält, Jouni Hiltunen, Markku Hauta-Kasari, Iiris Sorri, Valentina Kalesnykiene, Hannu Uusitalo

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

2007

The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol.

Tomi Kauppi, Valentina Kalesnykiene, Joni-Kristian Kamarainen, Lasse Lensu, Iiris Sorri, A. Raninen, R. Voutilainen, Hannu Uusitalo, Heikki Kälviäinen, Juhani Pietilä

Proceedings of the British Machine Vision Conference 2007, 2007

2001

Visual tests for measuring the picture quality of teleconsultations for medical purposes.

Heikki Lamminen, Keijo Ruohonen, Hannu Uusitalo

Comput. Methods Programs Biomed., 2001