Joni Hyttinen
Tutkijatohtori
Tietojenkäsittelytieteen laitos, Luonnontieteiden, metsätieteiden ja tekniikan tiedekunta
joni.hyttinen@uef.fi | 050 505 4232
Tutkimusryhmät
Avainsanat
Julkaisut
12 kappaletta-
Hyperspectral Imaging (HSI) in Brain Tumor Surgery – Evidence of Machine Learning-Based Performance
Puustinen, Sami; Vrzáková, Hana; Hyttinen, Joni; Rauramaa, Tuomas; Fält, Pauli; Hauta-Kasari, Markku; Bednarik, Roman; Koivisto, Timo; Rantala, Susanna; von und zu Fraunberg, Mikael; Jääskeläinen, Juha E; Elomaa, Antti-Pekka. 2023. World neurosurgery. 175: e614-e635 -
Hyperspectral placenta dataset: Hyperspectral image acquisition, annotations, and processing of biological tissues in microsurgical training
Puustinen, Sami; Hyttinen, Joni; Elomaa, Antti-Pekka; Vrzáková, Hana. 2023. Data in brief. 50: -
Unsupervised Spectral Analysis of Bio-Dyed Textile Samples
Li, Zong-Yue; Hyttinen, Joni; Räisänen, Riikka; Gao, Xiao-Zhi; Hauta-Kasari, Markku. 2023. International journal of network dynamics and intelligence. 2: -
Unsupervised segmentation of human placenta tissues using hyperspectral image analysis
Issa, Hamzeh; Hossain, Mohammad Jaber; Tøn, Aslak; Linares, Fernando; Santandreu Oliver, Maria; Hyttinen, Joni; Elomaa, Antti-Pekka; Puustinen, Sami. Teoksessa: (toim.) , 2023. IEEE EUROCON 2023 Proceedings: 2023 IEEE European Conference on Smart Technologies. s. 163-168. IEEE -
Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database
Puustinen, Sami; Hyttinen, Joni; Hisuin, Gemal; Vrzáková, Hana; Huotarinen, Antti; Fält, Pauli; Hauta-Kasari, Markku; Immonen, Arto; Koivisto, Timo; Jaaskelainen, Juha E; Elomaa, Antti-Pekka. Teoksessa: Shen, Linlin; Rodríguez González, Alejandro; Santosh, KC; Lai, Zhihui; Sicilia, Rosa; Almeida, João Rafael; Kane, Bridget(toim.) , 2022. Proceedings: 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS). s. 394-399. IEEE -
Computational Filters for Dental and Oral Lesion Visualization in Spectral Images
Hyttinen, Joni; Falt, Pauli; Jasberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2021. IEEE access. 9: 145148-145160 -
Oral and Dental Spectral Imaging for Computational and Optical Visualization Enhancement
Hyttinen, Joni. 2021. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences -
Oral and Dental Spectral Image Database - ODSI-DB
Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2020. Applied sciences. 10: 7246 -
Deep Learning for Dental Hyperspectral Image Analysis
Boiko, Oleksandr; Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Mirhashemi, Arash; Kullaa, Arja; Hauta-Kasari, Markku. Teoksessa: -(toim.) , 2019. 27th Color and Imaging Conference Final Program and Proceedings. s. 295-299. Society for imaging science and technology -
Optical implementation of partially negative filters using a spectrally tunable light source, and its application to contrast enhanced oral and dental imaging
Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2019. Optics express. 27: 34022-34037