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Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Matin Beiramvand; Mohammad Shahbakhti; Nina Karttunen; Reijo Koivula; Jari Turunen; Tarmo Lipping
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Wearable EEG-Based Depth of Anesthesia Monitoring: A Nonparametric Feature Set

IEEE Sensors Journal
2024-06-01 | Journal article
Contributors: Mohammad Shahbakhti; Roza Krycinska; Matin Beiramvand; Naser Hakimi; Tarmo Lipping; Wei Chen; Anna Broniec-Wójcik; Piotr Augustyniak; Toshihisa Tanaka; Jordi Solé-Casals et al.
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Fusing Fuzzy Entropy With Gaussian and Exponential Membership Functions Outperforms Traditional Entropy Metrics in Monitoring the Depth of Anesthesia Using a Single Frontal EEG Channel

IEEE Sensors Letters
2024-03 | Journal article
Contributors: Mohammad Shahbakhti; Matin Beiramvand; Naser Hakimi; Izabela Rejer; Tarmo Lipping; Anna Broniec-Wójcik; Jordi Solé-Casals
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Role of Drones in Characterizing Soil Water Content in Open Field Cultivation

2022 | Book chapter
Contributors: Antti Halla; Nathaniel Narra; Tarmo Lipping
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Crossref

Assessment of Cloud Cover in Sentinel-2 Data Using Random Forest Classifier

International Geoscience and Remote Sensing Symposium (IGARSS)
2020 | Conference paper
EID:

2-s2.0-85101962292

Contributors: Nevavuori, P.; Lipping, T.; Narra, N.; Linna, P.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Crop Yield Prediction Using Multitemporal UAV Data and Spatio-Temporal Deep Learning Models

Remote Sensing
2020-12-07 | Journal article
Contributors: Petteri Nevavuori; Nathaniel Narra; Petri Linna; Tarmo Lipping
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Lake and mire isolation data set for the estimation of post-glacial land uplift in Fennoscandia

Earth System Science Data
2020-04-20 | Journal article
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping
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Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

IEEE Journal of Biomedical and Health Informatics
2020-02 | Journal article
Contributors: Morteza Zabihi; Serkan Kiranyaz; Ville Jantti; Tarmo Lipping; Moncef Gabbouj
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A Data Driven Approach to Decision Support in Farming

Frontiers in Artificial Intelligence and Applications
2019 | Book
EID:

2-s2.0-85070295287

Part of ISSN: 09226389
Contributors: Narra, N.; Nevavuori, P.; Linna, P.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Conclusions

2019 | Book chapter
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Congestion control supported dual-mode video transfer

Communications in Computer and Information Science
2019 | Book
EID:

2-s2.0-85057185944

Part of ISSN: 18650929
Contributors: Vihervaara, J.; Alapaholuoma, T.; Lipping, T.; Loula, P.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Crop yield prediction with deep convolutional neural networks

Computers and Electronics in Agriculture
2019 | Journal article
EID:

2-s2.0-85068157908

Part of ISSN: 01681699
Contributors: Nevavuori, P.; Narra, N.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Historical Perspectives to Postglacial Uplift

2019 | Book
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Introduction

2019 | Book chapter
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Landscape Reconstruction in Lower Satakunta

2019 | Book chapter
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Modelling of Postglacial Landscape Development

2019 | Book chapter
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Crossref

Optimizing locations of social and health care service centers using location-allocation tools

Frontiers in Artificial Intelligence and Applications
2019 | Book
EID:

2-s2.0-85059578070

Part of ISSN: 09226389
Contributors: Widbom, T.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Overview of the Prehistory of Eura: Life Around a Few Radiocarbon Dated Spots

2019 | Book chapter
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping; Anna Sivula; Marko Marila
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Crossref

Power Spectrum and Cross Power Spectral Density Based EEG Correlates of Intensive Care Delirium

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019 | Conference paper
EID:

2-s2.0-85077896544

Part of ISSN: 1557170X
Contributors: Mikola, A.; Sarkela, M.O.K.; Walsh, T.S.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Reliability of ROS networked mobile robots

International Journal of Open Source Software and Processes
2019 | Journal article
EID:

2-s2.0-85067043182

Part of ISSN: 19423934 19423926
Contributors: Oksa, P.T.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Lake and mire isolation data set for the estimation of post-glacial land uplift in Fennoscandia

2019-10-14 | Preprint
Contributors: Jari Pohjola; Jari Turunen; Tarmo Lipping
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Crossref

Probabilistic assessment of the impact of bottom sediment on doses to humans from a groundwater-mediated radionuclide release in a farm-lake scenario

Journal of Radiological Protection
2019-06 | Journal article
Contributors: J K Pohjola; J J Turunen; T Lipping; A T K Ikonen
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Crop lodging analysis from UAS orthophoto mosaic, sentinel-2 image and crop yield monitor data

International Geoscience and Remote Sensing Symposium (IGARSS)
2018 | Conference paper
EID:

2-s2.0-85063152485

Contributors: Kumpumäki, T.; Linna, P.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Connectivity analysis of full montage EEG in traumatic brain injury patients in the ICU

IFMBE Proceedings
2017 | Conference paper
EID:

2-s2.0-85021722729

Part of ISSN: 16800737
Contributors: Lipping, T.; Erkintalo, N.; Särkelä, M.; Takala, R.S.K.; Katila, A.; Frantzén, J.; Posti, J.P.; Müller, M.; Tenovuo, O.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Correlation of depth of anesthesia indexes with MAC in volatile anesthesia

IFMBE Proceedings
2017 | Conference paper
EID:

2-s2.0-85021752438

Part of ISSN: 16800737
Contributors: Olejarczyk, E.; Lipping, T.; Marciniak, R.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Tracking electroencephalographic changes using distributions of linear models: Application to propofol-based depth of anesthesia monitoring

IEEE Transactions on Biomedical Engineering
2017 | Journal article
EID:

2-s2.0-85017606456

Part of ISSN: 15582531 00189294
Contributors: Kuhlmann, L.; Manton, J.H.; Heyse, B.; Vereecke, H.E.M.; Lipping, T.; Struys, M.M.R.F.; Liley, D.T.J.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Effects of shadow correction on vegetation and land cover classification from high resolution aerial images

International Geoscience and Remote Sensing Symposium (IGARSS)
2016 | Conference paper
EID:

2-s2.0-85007467134

Contributors: Kumpumaki, T.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Probabilistic assessment of the influence of lake properties in long-term radiation doses to humans

Journal of Environmental Radioactivity
2016 | Journal article
EID:

2-s2.0-84981332543

Part of ISSN: 18791700 0265931X
Contributors: Pohjola, J.; Turunen, J.; Lipping, T.; Ikonen, A.T.K.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Probabilistic framework for modelling the evolution of geomorphic features in 10,000-year time scale: The Eurajoki River case

Lecture Notes in Geoinformation and Cartography
2016 | Book
EID:

2-s2.0-85040665055

Part of ISSN: 18632351
Contributors: Pohjola, J.; Turunen, J.; Lipping, T.; Ikonen, A.T.K.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Spatial variability of reed bed spectra in Olkiluoto Island

International Geoscience and Remote Sensing Symposium (IGARSS)
2016 | Conference paper
EID:

2-s2.0-85007452556

Contributors: Tuominen, J.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Synchronization of brain activity during induction of propofol anesthesia: Comparison of methods

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2016 | Conference paper
EID:

2-s2.0-85009067729

Part of ISSN: 1557170X
Contributors: Lipping, T.; Saareleht, J.; Olejarczyk, E.; Sonkajarvi, E.; Ylinen, T.; Jantti, V.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Neural mass model-based tracking of anesthetic brain states

NeuroImage
2016-06 | Journal article
Contributors: Levin Kuhlmann; Dean R. Freestone; Jonathan H. Manton; Bjorn Heyse; Hugo E.M. Vereecke; Tarmo Lipping; Michel M.R.F. Struys; David T.J. Liley
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Spectral Characteristics of Common Reed Beds: Studies on Spatial and Temporal Variability

Remote Sensing
2016-02-25 | Journal article
Contributors: Jyrki Tuominen; Tarmo Lipping
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Data-driven approach to benthic cover type classification using bathymetric lidar waveform analysis

Remote Sensing
2015 | Journal article
EID:

2-s2.0-84945963050

Part of ISSN: 20724292
Contributors: Kumpumäki, T.; Ruusuvuori, P.; Kangasniemi, V.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier
grade
Preferred source (of 2)‎

Prediction of outcome in traumatic brain injury patients using long-term qEEG features

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | Conference paper
EID:

2-s2.0-84953340326

Part of ISSN: 1557170X
Contributors: Mikola, A.; Ratsep, I.; Sarkela, M.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Transformation and texture based features in TerraSAR-X data classification for environmental monitoring

International Geoscience and Remote Sensing Symposium (IGARSS)
2015 | Conference paper
EID:

2-s2.0-84962583518

Contributors: Kumpumaki, T.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

TRANSFORMATION AND TEXTURE BASED FEATURES IN TERRASAR-X DATA CLASSIFICATION FOR ENVIRONMENTAL MONITORING

2015 IEEE International Geoscience & Remote Sensing Symposium
2015 | Conference paper
Source: Self-asserted source
Tarmo Lipping

Wind-farm visualization in Western Finland

Journal of Architectural and Planning Research
2015 | Journal article
EID:

2-s2.0-84945143978

Part of ISSN: 07380895
Contributors: Etelaaho, A.; Kumpumaki, T.; Turunen, J.; Lipping, T.; Nummela, A.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Feasibility of benthic cover-type mapping in turbid waters near estuaries using hyperspectral remote sensing

Journal of Coastal Research
2014 | Journal article
EID:

2-s2.0-84973304475

Part of ISSN: 15515036 07490208
Contributors: Tuominen, J.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Landscape development modeling based on statistical framework

Computers & Geosciences
2014 | Journal article
Part of ISSN: 0098-3004;1873-7803
Contributors: Pohjola, Jari; Turunen, Jari; Lipping, Tarmo; Ikonen, Ari T. K.
Source: Self-asserted source
Tarmo Lipping via ResearcherID
grade
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Classification of EEG bursts in deep sevoflurane, desflurane and isoflurane anesthesia using AR-modeling and entropy measures.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2013 | Journal article
Part of ISSN: 1557-170X
Contributors: Lipping, Tarmo; Stalnacke, Juha; Olejarczyk, Elzbieta; Marciniak, Radoslaw; Jantti, Ville
Source: Self-asserted source
Tarmo Lipping via ResearcherID
grade
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Effect of slow delta EEG on BIS-index in sevoflurane induction with children

Acta Anaesthesiologica Scandinavica
2013 | Journal article
Part of ISSN: 0001-5172;1399-6576
Contributors: Jantti, Ville; Sonkajarvi, Eila; Sarkela, Mika; Zabihi, Morteza; Sompa, Urho; Kulkas, Antti; Lipping, Tarmo
Source: Self-asserted source
Tarmo Lipping via ResearcherID

Assessment of hyperspectral classification methods for benthic cover type mapping

International Geoscience and Remote Sensing Symposium (IGARSS)
2012 | Conference paper
EID:

2-s2.0-84873144728

Contributors: Tuominen, J.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

ASSESSMENT OF HYPERSPECTRAL CLASSIFICATION METHODS FOR BENTHIC COVER TYPE MAPPING

2012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
2012 | Journal article
Contributors: Tuominen, Jyrki; Lipping, Tarmo; IEEE
Source: Self-asserted source
Tarmo Lipping via ResearcherID

Relationship between approximate entropy and visual inspection of irregularity in the EEG signal, a comparison with spectral entropy

British Journal of Anaesthesia
2012 | Journal article
Part of ISSN: 0007-0912
Contributors: Anier, A.; Lipping, T.; Ferenets, R.; Puumala, P.; Sonkajarvi, E.; Ratsep, I.; Jantti, V.
Source: Self-asserted source
Tarmo Lipping via ResearcherID
grade
Preferred source (of 2)‎

Entropy of the EEG in transition to burst suppression in deep anesthesia: surrogate analysis.

2010 Annual International Conference of the Ieee Engineering in Medicine and Biology Society (Embc)
2010 | Journal article
Contributors: Anier, Andres; Lipping, Tarmo; Jaentti, Ville; Puumala, Pasi; Huotari, Ari-Matti; IEEE
Source: Self-asserted source
Tarmo Lipping via ResearcherID
grade
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Modelling and visualization of the GIS data in Satakunta region,Paikkatiedon Mallinnus ja Visualisointi Satakunnassa

Tutkimusraportti - Geologian Tutkimuskeskus
2010 | Journal article
EID:

2-s2.0-84871204304

Part of ISSN: 07814240
Contributors: Lipping, T.; Turunen, J.; Tuominen, J.; Pohjola, J.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Propofol and Remifentanil Differentially Modulate Frontal Electroencephalographic Activity

Anesthesiology
2010 | Journal article
Part of ISSN: 0003-3022
Contributors: Liley, David T. J.; Sinclair, Nicholas C.; Lipping, Tarmo; Heyse, Bjorn; Vereecke, Hugo E. M.; Struys, Michel M. R. F.
Source: Self-asserted source
Tarmo Lipping via ResearcherID
grade
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Automatic extraction of road elevation map for flood rescue operations

Proceedings, 33rd International Symposium on Remote Sensing of Environment, ISRSE 2009
2009 | Conference paper
EID:

2-s2.0-84879991952

Contributors: Tuominen, J.; Lipping, T.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier

Creation and error analysis of high resolution DEM based on source data sets of various accuracy

Lecture Notes in Geoinformation and Cartography
2009 | Book
EID:

2-s2.0-84879622319

Part of ISSN: 18632351
Contributors: Pohjola, J.; Turunen, J.; Lipping, T.; Ikonen, A.
Source: Self-asserted source
Tarmo Lipping via Scopus - Elsevier
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Peer review (5 reviews for 2 publications/grants)

Review activity for Biomedical signal processing and control. (2)
Review activity for Computers and electronics in agriculture. (3)