Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study.

Alpo Värri

Antti Kallonen Milla Juutinen Alpo Värri Guy Carrault Patrick Pladys Alain Beuchée Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study. 105366 2024 184 Int. J. Medical Informatics https://doi.org/10.1016/j.ijmedinf.2024.105366 https://www.wikidata.org/entity/Q128560674 db/journals/ijmi/ijmi184.html#KallonenJVCPB24

Jose Maria Perez-Macias Alpo Värri Sari-Leena Himanen Mirja Tenhunen Jari Viik Heart Pulse Demodulation from Emfit Mattress Sensor Using Spectral and Source Separation Techniques. 1-4 2022 CinC https://doi.org/10.22489/CinC.2022.304 conf/cinc/2022 db/conf/cinc/cinc2022.html#PerezMaciasVHTV22 Marlon Luca Machal Alpo Värri Development Towards Patient-Centered eHealth Services in Finland. 707-708 2022 MIE https://doi.org/10.3233/SHTI220563 conf/mie/2022 db/conf/mie/mie2022.html#MachalV22 Alpo Värri Minna Tiainen Elina Rajalahti Ulla-Mari Kinnunen Lea Saarni Outi Ahonen The Definition of Informatics Competencies in Finnish Healthcare and Social Welfare Education. 1143-1147 2020 MIE https://doi.org/10.3233/SHTI200341 https://www.wikidata.org/entity/Q96636003 conf/mie/2020 db/conf/mie/mie2020.html#VarriTRKSA20 Alpo Värri Jaime Delgado Parisis Gallos Maria Hägglund Kristiina Häyrinen Ulla-Mari Kinnunen Louise Bilenberg Pape-Haugaard Laura-Maria Peltonen Kaija Saranto Philip Scott Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference, EFMI-STC 2020, Virtual Event, 26 - 27 November 2020. IOS Press 2020 EFMI-STC Studies in Health Technology and Informatics 275 978-1-64368-144-3 978-1-64368-145-0 https://doi.org/10.3233/SHTI275 db/conf/efmi-stc/stc2020.html Alpo Värri Patty Kranz-Zuppan Richard de la Cruz IEC 62304 Ed. 2: Software Life Cycle Standard for Health Software. 868-872 2019 https://doi.org/10.3233/SHTI190347 https://www.wikidata.org/entity/Q92779528 MedInfo conf/medinfo/2019 db/conf/medinfo/medinfo2019.html#VarriKC19

Jose Maria Perez-Macias Mirja Tenhunen Alpo Värri Sari-Leena Himanen Jari Viik Detection of Snores Using Source Separation on an Emfit Signal. 1157-1167 2018 22 IEEE J. Biomed. Health Informatics 4 https://doi.org/10.1109/JBHI.2017.2757530 https://www.wikidata.org/entity/Q47667192 db/journals/titb/titb22.html#Perez-MaciasTVH18

Jose Maria Perez-Macias Sharath Adavanne Jari Viik Alpo Värri Sari-Leena Himanen Mirja Tenhunen Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress. 2883-2886 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037459 https://www.wikidata.org/entity/Q47670211 conf/embc/2017 db/conf/embc/embc2017.html#Perez-MaciasAVV17 Paul Rubel Danilo Pani Alois Schlögl Jocelyne Fayn Fabio Badilini Peter W. Macfarlane Alpo Värri SCP-ECG V3.0: An enhanced Standard Communication Protocol for computer-assisted Electrocardiography. 2016 CinC http://www.cinc.org/archives/2016/pdf/090-500.pdf https://ieeexplore.ieee.org/document/7868741/ conf/cinc/2016 db/conf/cinc/cinc2016.html#RubelPSFBMV16

Sakari Junnila Alireza Akhbardeh Alpo Värri An Electromechanical Film Sensor Based Wireless Ballistocardiographic Chair: Implementation and Performance. 305-320 2009 57 J. Signal Process. Syst. 3 https://doi.org/10.1007/s11265-008-0307-2 db/journals/vlsisp/vlsisp57.html#JunnilaAV09

Mikko Koivuluoma Laurentiu Barna Teemu Koivistoinen Tiit Kööbi Alpo Värri Influences of Digital Band-Pass Filtering on the BCG Waveform. 84-89 2008 BIOSIGNALS (2) conf/biostec/2008bs2 db/conf/biostec/biosignals2008-2.html#KoivuluomaBKKV08

Eero Huupponen Germán Gómez-Herrero Antti Saastamoinen Alpo Värri Joel Hasan Sari-Leena Himanen Development and comparison of four sleep spindle detection methods. 157-170 2007 40 Artif. Intell. Medicine 3 https://doi.org/10.1016/j.artmed.2007.04.003 https://www.wikidata.org/entity/Q48143496 db/journals/artmed/artmed40.html#HuupponenGSVHH07

Alireza Akhbardeh Sakari Junnila Mikko Koivuluoma Teemu Koivistoinen Väinö Turjanmaa Tiit Kööbi Alpo Värri Towards a heart disease diagnosing system based on force sensitive chair's measurement, biorthogonal wavelets and neural networks. 493-502 2007 20 Eng. Appl. Artif. Intell. 4 https://doi.org/10.1016/j.engappai.2006.07.005 db/journals/eaai/eaai20.html#AkhbardehJKKTKV07

Alireza Akhbardeh Sakari Junnila Mikko Koivuluoma Teemu Koivistoinen Alpo Värri Applying Novel Time-Frequency Moments Singular Value Decomposition Method and Artificial Neural Networks for Ballistocardiography. 2007 2007 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/2007/60576 https://www.wikidata.org/entity/Q59212760 db/journals/ejasp/ejasp2007.html#AkhbardehJKKV07

Alireza Akhbardeh Sakari Junnila Teemu Koivistoinen Alpo Värri An Intelligent Ballistocardiographic Chair using a Novel SF-ART Neural Network and Biorthogonal Wavelets. 69-77 2007 31 J. Medical Syst. 1 https://doi.org/10.1007/s10916-006-9044-x https://www.wikidata.org/entity/Q51922819 db/journals/jms/jms31.html#AkhbardehJKV07

Antti Saastamoinen Eero Huupponen Alpo Värri Joel Hasan Sari-Leena Himanen Computer program for automated sleep depth estimation. 58-66 2006 82 Comput. Methods Programs Biomed. 1 https://doi.org/10.1016/j.cmpb.2006.02.003 https://www.wikidata.org/entity/Q40342688 db/journals/cmpb/cmpb82.html#SaastamoinenHVHH06

Sakari Junnila Alireza Akhbardeh Laurentiu Barna Irek Defée Alpo Värri A Wireless Ballistocardiographic Chair. 5932-5935 2006 EMBC https://doi.org/10.1109/IEMBS.2006.259814 https://www.wikidata.org/entity/Q50884266 conf/embc/2006 db/conf/embc/embc2006.html#JunnilaABDV06 Alireza Akhbardeh Alpo Värri Applying Novel QuickLearn Algorithm for Pattern Recognition. 851-855 2006 SMC https://doi.org/10.1109/ICSMC.2006.384495 conf/smc/2006 db/conf/smc/smc2006.html#AkhbardehV06 Alireza Akhbardeh Sakari Junnila Teemu Koivistoinen Alpo Värri Design an Intelligent Ballistocardiographic Chair using Novel QuickLearn and SF-ART Algorithms and Biorthogonal Wavelets. 878-883 2006 SMC https://doi.org/10.1109/ICSMC.2006.384500 conf/smc/2006 db/conf/smc/smc2006.html#AkhbardehJKV06 Alireza Akhbardeh Sakari Junnila Mikko Koivuluoma Teemu Koivistoinen Alpo Värri Evaluation of heart condition based on ballistocardiogram classification using compactly supported wavelet transforms and neural networks. 843-848 2005 CCA https://doi.org/10.1109/CCA.2005.1507234 conf/IEEEcca/2005 db/conf/IEEEcca/IEEEcca2005.html#AkhbardehJKKV05 streams/conf/IEEEcca Alireza Akhbardeh Mika Koivuluoma T. Koivistainen Alpo Värri BCG Data Clustering Using New Method So-Called Time-Frequency Moments Singular Value Decomposition (TFM-SVD) and Artificial Neural Networks. 1447-1451 2005 ISIC https://doi.org/10.1109/.2005.1467227 conf/IEEEisic/2005 db/conf/IEEEisic/isic2005.html#AkhbardehKKV05 Alireza Akhbardeh Mika Koivuluoma Teemu Koivistoinen Alpo Värri BCG Data Discrimination Using Daubechies Compactly Supported Wavelet Transform and Neural Networks for Heart Disease Diagnosis. 1452-1457 2005 ISIC https://doi.org/10.1109/.2005.1467228 conf/IEEEisic/2005 db/conf/IEEEisic/isic2005.html#AkhbardehKKV05a

Eero Huupponen Sari-Leena Himanen Alpo Värri Joel Hasan Antti Saastamoinen Mikko Lehtokangas Jukka Saarinen Fuzzy detection of EEG alpha without amplitude thresholding. 133-147 2002 24 Artif. Intell. Medicine 2 db/journals/artmed/artmed24.html#HuupponenHVHSLS02 https://doi.org/10.1016/S0933-3657(01)00098-7 https://www.wikidata.org/entity/Q39593254

Eero Huupponen Alpo Värri Joel Hasan Sari-Leena Himanen Mikko Lehtokangas Jukka Saarinen Comparison of fuzzy reasoning and Autoassociative MLP in sleep spindle detection. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075301/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#HuupponenVHHLS00 Mikko Koivuluoma Alpo Värri Arthur Flexer Modelling sleep with Gaussian mixture model based on eye movements and delta-activity. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075664/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#KoivuluomaVF00

Antti Saastamoinen Timo Pietilä Alpo Värri Mikko Lehtokangas Jukka Saarinen Waveform detection with RBF network - Application to automated EEG analysis. 1-13 1998 20 Neurocomputing 1-3 https://doi.org/10.1016/S0925-2312(98)00005-8 db/journals/ijon/ijon20.html#SaastamoinenPVLS98

Jukka Neejärvi Alpo Värri Spiros Fotopoulos Yrjö Neuvo Weighted FMH filters. 181-190 1993 31 Signal Process. 2 https://doi.org/10.1016/0165-1684(93)90064-H db/journals/sigpro/sigpro31.html#NeejarviVFN93

Sharath Adavanne Outi Ahonen Alireza Akhbardeh Fabio Badilini Laurentiu Barna Alain BeucheeAlain Beuchée Guy Carrault Richard de la Cruz Irek Defée Jaime Delgado Jocelyne Fayn Arthur Flexer Spiros Fotopoulos Parisis Gallos Germán Gómez-Herrero Maria Hägglund Joel Hasan Kristiina Häyrinen Sari-Leena Himanen Eero Huupponen Sakari Junnila Milla Juutinen Antti Kallonen Ulla-Mari Kinnunen T. Koivistainen Teemu Koivistoinen Mika Koivuluoma Mikko Koivuluoma Tiit Kööbi Patty Kranz-Zuppan Mikko Lehtokangas Peter W. Macfarlane Marlon Luca Machal Jukka Neejärvi Yrjö Neuvo Danilo Pani Louise Bilenberg Pape-Haugaard Laura-Maria Peltonen Jose Maria Perez-Macias Timo Pietilä Patrick Pladys Elina Rajalahti Paul Rubel Jukka Saarinen Lea Saarni Antti Saastamoinen Kaija Saranto Alois Schlögl Philip Scott Mirja Tenhunen Minna Tiainen Väinö Turjanmaa Jari Viik