Sami Myllymaa

2.1k total citations
75 papers, 1.6k citations indexed

About

Sami Myllymaa is a scholar working on Physiology, Cognitive Neuroscience and Biomedical Engineering. According to data from OpenAlex, Sami Myllymaa has authored 75 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 46 papers in Physiology, 29 papers in Cognitive Neuroscience and 22 papers in Biomedical Engineering. Recurrent topics in Sami Myllymaa's work include Obstructive Sleep Apnea Research (40 papers), Neuroscience of respiration and sleep (19 papers) and Sleep and Wakefulness Research (18 papers). Sami Myllymaa is often cited by papers focused on Obstructive Sleep Apnea Research (40 papers), Neuroscience of respiration and sleep (19 papers) and Sleep and Wakefulness Research (18 papers). Sami Myllymaa collaborates with scholars based in Finland, Australia and Israel. Sami Myllymaa's co-authors include Juha Töyräs, Reijo Lappalainen, Katja Myllymaa, Timo Leppänen, Henri Korkalainen, Samu Kainulainen, Sami Nikkonen, Akseli Leino, Brett Duce and Arja M. Kullaa and has published in prestigious journals such as Scientific Reports, IEEE Access and European Respiratory Journal.

In The Last Decade

Sami Myllymaa

73 papers receiving 1.5k citations

Peers

Countries citing papers authored by Sami Myllymaa

Since Specialization

Citations

This map shows the geographic impact of Sami Myllymaa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sami Myllymaa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sami Myllymaa more than expected).

Fields of papers citing papers by Sami Myllymaa

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sami Myllymaa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sami Myllymaa. The network helps show where Sami Myllymaa may publish in the future.

Co-authorship network of co-authors of Sami Myllymaa

This figure shows the co-authorship network connecting the top 25 collaborators of Sami Myllymaa. A scholar is included among the top collaborators of Sami Myllymaa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sami Myllymaa. Sami Myllymaa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Retrospective validation of automatic sleep analysis with grey areas model for human‐in‐the‐loop scoring approach 2024 ·Journal of Sleep Research ·(unknown), (unknown), R. Huttunen, Sami Nikkonen, (unknown), Juha Töyräs, Brett Duce, Sami Myllymaa, Erna Sif Arnardóttir, Timo Leppänen, Anna Sigríður Íslind, Samu Kainulainen, Henri Korkalainen	0
2	Self‐applied somnography: technical feasibility of electroencephalography and electro‐oculography signal characteristics in sleep staging of suspected sleep‐disordered adults 2023 ·Journal of Sleep Research ·(unknown), Henri Korkalainen, (unknown), (unknown), (unknown), Juha Töyräs, Sami Myllymaa, Erna Sif Arnardóttir, Timo Leppänen, Samu Kainulainen	9
3	Acute Cardiorespiratory Coupling Impairment in Worsening Sleep Apnea-Related Intermittent Hypoxemia 2023 ·IEEE Transactions on Biomedical Engineering ·(unknown), (unknown), (unknown), Raquel Bailón, (unknown), Juha Töyräs, Timo Leppänen, Sami Myllymaa, Samu Kainulainen	7
4	Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings 2023 ·IEEE Journal of Biomedical and Health Informatics ·(unknown), R. Huttunen, Henri Korkalainen, Sami Myllymaa, Juha Töyräs, Katja Myllymaa, (unknown), (unknown), Timo Leppänen, Erna Sif Arnardóttir, Samu Kainulainen	8
5	Obstructive sleep apnoea-related respiratory events and desaturation severity are associated with the cardiac response 2022 ·ERJ Open Research ·(unknown), (unknown), (unknown), Raquel Bailón, Thomas Penzel, Juha Töyräs, Timo Leppänen, Sami Myllymaa, Samu Kainulainen	9
6	Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG 2022 ·IEEE Access ·Akseli Leino, Henri Korkalainen, (unknown), Sami Nikkonen, Samu Kainulainen, (unknown), Brett Duce, Kirsi Sipilä, Jari Ahlberg, Johanna Sahlman, T A Miettinen, Susanna Westerén-Punnonen, Esa Mervaala, Juha Töyräs, Sami Myllymaa, Timo Leppänen, Katja Myllymaa	14
7	ABOSA – Freely available automatic blood oxygen saturation signal analysis software: Structure and validation 2022 ·Computer Methods and Programs in Biomedicine ·(unknown), Timo Leppänen, Juha Töyräs, Arie Oksenberg, Sami Myllymaa, Sami Nikkonen	10
8	A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection 2022 ·IEEE Transactions on Biomedical Engineering ·R. Huttunen, Timo Leppänen, Brett Duce, Erna Sif Arnardóttir, Sami Nikkonen, Sami Myllymaa, Juha Töyräs, Henri Korkalainen	26
9	Desaturation event scoring criteria affect the perceived severity of nocturnal hypoxic load 2022 ·Sleep Medicine ·(unknown), Timo Leppänen, Henri Korkalainen, Sami Myllymaa, Brett Duce, Juha Töyräs, Sami Nikkonen	5
10	Diabetes and cardiovascular diseases are associated with the worsening of intermittent hypoxaemia 2021 ·Journal of Sleep Research ·(unknown), Sami Myllymaa, Sami Nikkonen, Diego R. Mazzotti, Antti Kulkas, Juha Töyräs, Timo Leppänen	8
11	Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography 2021 ·SLEEP ·R. Huttunen, Timo Leppänen, Brett Duce, Arie Oksenberg, Sami Myllymaa, Juha Töyräs, Henri Korkalainen	37
12	An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes 2021 ·IEEE Access ·(unknown), Sami Myllymaa, (unknown), Katja Myllymaa, Juha Töyräs, Timo Leppänen, Samu Kainulainen	3
13	Technical Performance of Textile-Based Dry Forehead Electrodes Compared With Medical-Grade Overnight Home Sleep Recordings 2021 ·IEEE Access ·(unknown), Samu Kainulainen, Henri Korkalainen, (unknown), Katja Myllymaa, Timo Leppänen, Juha Töyräs, Erna Sif Arnardóttir, Sami Myllymaa	4
14	Comparison of EEG Signal Characteristics Between Polysomnography and Self Applied Somnography Setup in a Pediatric Cohort 2021 ·IEEE Access ·Samu Kainulainen, Henri Korkalainen, (unknown), Sami Myllymaa, (unknown), (unknown), Michael Clausen, Timo Leppänen, Erna Sif Arnardóttir	15
15	Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network 2021 ·IEEE Journal of Biomedical and Health Informatics ·Sami Nikkonen, Henri Korkalainen, Akseli Leino, Sami Myllymaa, Brett Duce, Timo Leppänen, Juha Töyräs	33
16	Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network 2020 ·SLEEP ·Sami Nikkonen, Henri Korkalainen, Samu Kainulainen, Sami Myllymaa, Akseli Leino, (unknown), Arie Oksenberg, Timo Leppänen, Juha Töyräs	12
17	Increased nocturnal arterial pulsation frequencies of obstructive sleep apnoea patients is associated with an increased number of lapses in a psychomotor vigilance task 2020 ·ERJ Open Research ·Samu Kainulainen, Brett Duce, Henri Korkalainen, Akseli Leino, R. Huttunen, (unknown), Erna Sif Arnardóttir, Antti Kulkas, Sami Myllymaa, Juha Töyräs, Timo Leppänen	4
18	Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea 2020 ·IEEE Journal of Biomedical and Health Informatics ·Henri Korkalainen, Timo Leppänen, Brett Duce, Samu Kainulainen, Juhani Aakko, Akseli Leino, (unknown), Isaac O. Afara, Sami Myllymaa, Juha Töyräs	25
19	Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients 2020 ·European Respiratory Journal ·Samu Kainulainen, Brett Duce, Henri Korkalainen, Arie Oksenberg, Akseli Leino, Erna Sif Arnardóttir, Antti Kulkas, Sami Myllymaa, Juha Töyräs, Timo Leppänen	48
20	Bioimpedance spectroscopy and spectral camera techniques in detection of oral mucosal diseases: a narrative review of the state-of-the-art 2019 ·Journal of Medical Engineering & Technology ·(unknown), (unknown), Laura Tomppo, Reijo Lappalainen, Arja M. Kullaa, Sami Myllymaa	10

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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