Akseli Leino

Kuopio, 70210, Finland

Last Updated: 09/26/2026

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Found 14 publications

Automated daily adaptation for breast cancer radiotherapy: benefits of deep learning-driven dose prediction workflow for CBCT-based adaptation.

Automated daily adaptation for breast cancer radiotherapy: benefits of deep learning-driven dose prediction workflow for CBCT-based adaptation.

Journal: Physics in medicine and biology

Published: November 10, 2025

A comprehensive dose-volume histogram-based index for radiotherapy treatment plan quality evaluation: application to breast cancer radiotherapy.

A comprehensive dose-volume histogram-based index for radiotherapy treatment plan quality evaluation: application to breast cancer radiotherapy.

Journal: Physics in medicine and biology

Published: July 01, 2025

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.

Journal: IEEE journal of biomedical and health informatics

Published: March 09, 2021

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.

Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.

Journal: IEEE journal of biomedical and health informatics

Published: December 09, 2020

Corrigendum to "Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness" [Sleep Med 73 (2020) 231-237].

Corrigendum to "Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness" [Sleep Med 73 (2020) 231-237].

Journal: Sleep medicine

Published: November 28, 2020

Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease.

Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease.

Journal: Sleep medicine

Published: June 03, 2020

Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness.

Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness.

Journal: Sleep medicine

Published: May 20, 2020

Increased nocturnal arterial pulsation frequencies of obstructive sleep apnoea patients is associated with an increased number of lapses in a psychomotor vigilance task.

Increased nocturnal arterial pulsation frequencies of obstructive sleep apnoea patients is associated with an increased number of lapses in a psychomotor vigilance task.

Journal: ERJ open research

Published: May 15, 2020

Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.

Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.

Journal: IEEE journal of biomedical and health informatics

Published: December 24, 2019

Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea.

Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea.

Journal: Sleep

Published: December 10, 2019

Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network.

Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network.

Journal: Sleep

Published: December 05, 2019

Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients.

Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients.

Journal: The European respiratory journal

Published: September 18, 2019

Showing 1-12 of 14

Last Updated: 09/26/2026