Zobrazeno 1 - 10
of 388
pro vyhledávání: '"Salmenperä, P."'
Designing a useful feature map for a quantum kernel is a critical task when attempting to achieve an advantage over classical machine learning models. The choice of circuit architecture, i.e. how feature-dependent gates should be interwoven with othe
Externí odkaz:
http://arxiv.org/abs/2409.13147
Autor:
Julie Hathaway, Johanna Huusko, Marcos Cicerchia, Saija Ahonen, Johanna Tommiska, Kim Gall, Khalida Liaquat, Victoria Howell, Allison Sluyters, Janica Djupsjöbacka, Mikko Muona, Inka Saarinen, Eija Seppala, Tiia Kangas-Kontio, Lotta Koskinen, Pertteli Salmenperä, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Genetics in Medicine Open, Vol 2, Iss , Pp 101483- (2024)
Externí odkaz:
https://doaj.org/article/a822691791e947248e642611c8d63849
Autor:
Kim Gall, Julie Hathaway, Lotta Koskinen, Kirsi Alakurtti, Äsa Hagström, Monica Segura, Heli Kuisma, Eija Seppala, Janica Djupsjöbacka, Mikko Muona, Tuuli Pietila, Pertteli Salmenperä, Inka Saarinen, Ray Veeraraghavan, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Genetics in Medicine Open, Vol 2, Iss , Pp 101528- (2024)
Externí odkaz:
https://doaj.org/article/601aee9ca70a427c8ab15984647b8e13
Autor:
Lotta Koskinen, Margarita Andreevskaya, Mikko Muona, Tuuli Pietila, Janica Djupsjöbacka, Ville Kytölä, Kati Kämpjärvi, Samuel Myllykangas, Pertteli Salmenperä, Juha Koskenvuo, Miko Valori
Publikováno v:
Genetics in Medicine Open, Vol 2, Iss , Pp 101532- (2024)
Externí odkaz:
https://doaj.org/article/825c7baea0ca430e817bb23ecc0044d0
Autor:
Ilmo Salmenperä, Jukka K. Nurminen
Publikováno v:
Frontiers in Computer Science, Vol 5 (2023)
Restricted Boltzmann machines are common machine learning models that can utilize quantum annealing devices in their training processes as quantum samplers. While this approach has shown promise as an alternative to classical sampling methods, the li
Externí odkaz:
https://doaj.org/article/7c4089f12e50410b9b4d4823adf25f59
Autor:
Krista Heliö, Marcos Cicerchia, Julie Hathaway, Johanna Tommiska, Johanna Huusko, Inka Saarinen, Lotta Koskinen, Mikko Muona, Ville Kytölä, Janica Djupsjöbacka, Massimiliano Gentile, Pertteli Salmenperä, Tero-Pekka Alastalo, Christian Steinberg, Tiina Heliö, Jussi Paananen, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Frontiers in Cardiovascular Medicine, Vol 10 (2023)
BackgroundFamilial dilated cardiomyopathy (DCM) causes heart failure and may lead to heart transplantation. DCM is typically a monogenic disorder with autosomal dominant inheritance. Currently disease-causing variants have been reported in over 60 ge
Externí odkaz:
https://doaj.org/article/ff822a1fa0e341c99b73042e74defdfd
Autor:
Kimberly Gall, Julie Hathaway, Victoria Howell, Alicia Scocchia, Allison Sluyters, Inka Saarinen, Tiia Kangas-Kontio, Milja Kaare, Kirsty Wells, Maria Calvo del Castillo, Mikko Muona, Tuuli Pietila, Matias Rantanen, Massimiliano Gentile, Pertelli Salmenperä, Jussi Paananen, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Genetics in Medicine Open, Vol 1, Iss 1, Pp 100512- (2023)
Externí odkaz:
https://doaj.org/article/9d7ca44a1e8542b1baab457c055644db
Autor:
Victoria Howell, Johanna Huusko, Manuel Bernal, Allison Faber, Satu Valo, Kimberly Gall, Lotta Koskinen, Tiia Kangas-Kontio, Inka Saarinen, Ville Kytölä, Pauli Siivonen, Janica Djupsjöbacka, Massimiliano Gentile, Pertteli Salmenperä, Jussi Paananen, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Genetics in Medicine Open, Vol 1, Iss 1, Pp 100534- (2023)
Externí odkaz:
https://doaj.org/article/b0751e18ba6843c0b39d0705ce932bed
Autor:
Alicia Scocchia, Allison Sluyters, Margarita Andreevskaya, Kirsi Alakurtti, Paivi Kokkonen, Kimberly Gall, Julie Hathaway, Victoria Howell, Lotta Koskinen, Janica Djupsjöbacka, Massimiliano Gentile, Pertteli Salmenperä, Jussi Paananen, Samuel Myllykangas, Juha Koskenvuo
Publikováno v:
Genetics in Medicine Open, Vol 1, Iss 1, Pp 100601- (2023)
Externí odkaz:
https://doaj.org/article/6acd534a99e64627bf0955bab58b14f3
Autor:
Julie Hathaway, Krista Heliö, Inka Saarinen, Jonna Tallila, Eija H. Seppälä, Sari Tuupanen, Hannu Turpeinen, Tiia Kangas-Kontio, Jennifer Schleit, Johanna Tommiska, Ville Kytölä, Miko Valori, Mikko Muona, Johanna Sistonen, Massimiliano Gentile, Pertteli Salmenperä, Samuel Myllykangas, Jussi Paananen, Tero-Pekka Alastalo, Tiina Heliö, Juha Koskenvuo
Publikováno v:
BMC Cardiovascular Disorders, Vol 21, Iss 1, Pp 1-11 (2021)
Abstract Background Genetic testing in hypertrophic cardiomyopathy (HCM) is a published guideline-based recommendation. The diagnostic yield of genetic testing and corresponding HCM-associated genes have been largely documented by single center studi
Externí odkaz:
https://doaj.org/article/1a8328a56c1a4010ae5eb9b873a650f5