Uncertainty quantification on a spatial Markov-chain model for the progression of skin cancer

por Vermolen, Fred, Pölönen, Ilkka
Publicado 2019

A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python

por Riihiaho, Kimmo Aukusti, Eskelinen, Matti Aleksanteri, Pölönen, Ilkka
Publicado 2021

Rapid Quantification of Microalgae Growth with Hyperspectral Camera and Vegetation Indices

por Salmi, Pauliina, Eskelinen, Matti A., Leppänen, Matti T., Pölönen, Ilkka
Publicado 2021

Hyperspectral Imaging Reveals Spectral Differences and Can Distinguish Malignant Melanoma from Pigmented Basal Cell Carcinomas: A Pilot Study

por RÄSÄNEN, Janne, SALMIVUORI, Mari, PÖLÖNEN, Ilkka, GRÖNROOS, Mari, NEITTAANMÄKI, Noora
Publicado 2021

DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification

por Prezja, Fabi, Paloneva, Juha, Pölönen, Ilkka, Niinimäki, Esko, Äyrämö, Sami
Publicado 2022

Reflectance Measurement Method Based on Sensor Fusion of Frame-Based Hyperspectral Imager and Time-of-Flight Depth Camera

por Rahkonen, Samuli, Lind, Leevi, Raita-Hakola, Anna-Maria, Kiiskinen, Sampsa, Pölönen, Ilkka
Publicado 2022

Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer

por Petäinen, Liisa, Väyrynen, Juha P., Ruusuvuori, Pekka, Pölönen, Ilkka, Äyrämö, Sami, Kuopio, Teijo
Publicado 2023

Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions

por Prezja, Fabi, Äyrämö, Sami, Pölönen, Ilkka, Ojala, Timo, Lahtinen, Suvi, Ruusuvuori, Pekka, Kuopio, Teijo
Publicado 2023

Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks

por Rahkonen, Samuli, Koskinen, Emilia, Pölönen, Ilkka, Heinonen, Tuula, Ylikomi, Timo, Äyrämö, Sami, Eskelinen, Matti A.
Publicado 2020

Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks (Erratum)

por Rahkonen, Samuli, Koskinen, Emilia, Pölönen, Ilkka, Heinonen, Tuula, Ylikomi, Timo, Äyrämö, Sami, Eskelinen, Matti A.
Publicado 2020

FPI Based Hyperspectral Imager for the Complex Surfaces—Calibration, Illumination and Applications

por Raita-Hakola, Anna-Maria, Annala, Leevi, Lindholm, Vivian, Trops, Roberts, Näsilä, Antti, Saari, Heikki, Ranki, Annamari, Pölönen, Ilkka
Publicado 2022

Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours—A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks

por Lindholm, Vivian, Raita-Hakola, Anna-Maria, Annala, Leevi, Salmivuori, Mari, Jeskanen, Leila, Saari, Heikki, Koskenmies, Sari, Pitkänen, Sari, Pölönen, Ilkka, Isoherranen, Kirsi, Ranki, Annamari
Publicado 2022

Hyperspectral Imaging for Non-invasive Diagnostics of Melanocytic Lesions

por PAOLI, John, PÖLÖNEN, Ilkka, SALMIVUORI, Mari, RÄSÄNEN, Janne, ZAAR, Oscar, POLESIE, Sam, KOSKENMIES, Sari, PITKÄNEN, Sari, ÖVERMARK, Meri, ISOHERRANEN, Kirsi, JUTEAU, Susanna, RANKI, Annamari, GRÖNROOS, Mari, NEITTAANMÄKI, Noora
Publicado 2022