Manu Airaksinen - Publications, H-index & Citations

Manu Airaksinen

University of Helsinki

14H指数

72论文数

717被引数

收录论文 20

发表时间

Evaluating interactive 2D visualization as a sample selection strategy for biomedical time-series data annotation 评估交互式2D可视化作为生物医学时间序列数据标注的样本选择策略

Computers in Biology and Medicine

IF6.3

2026-06-16

OAAI

Einari Vaaras; Manu Airaksinen; Okko Räsänen

Gross motor performance of infants with an at-home wearable measurement and the Alberta Infant Motor Scale: A concurrent validity study 婴幼儿居家穿戴式测量与阿尔伯塔婴幼儿运动量表的运动表现：一项同时效度研究

Developmental Medicine and Child Neurology

IF4.3

2026-02-01

OAAI

Airaksinen, Manu; Palsa, Taru; Hautala, Arto; Boonzaaijer, Marike; Haataja, Leena M.; Vanhatalo, Sampsa

Assessing infant sleep quality and arousals: comparison of wearable data with parent perspectives 评估婴儿睡眠质量和觉醒：可穿戴数据与家长观点的比较

Pediatric Research

IF3.1

2025-12-10

OAAI

Sofie de Sena; Manu Airaksinen; Saeed Montazeri; Elisa Taylor; E. Juulia Paavonen; Sampsa Vanhatalo

Assessing motor development with wearables in low-resource settings: feasibility in rural Malawi

PEDIATRIC RESEARCH

IF3.1

2025-03-01

OAAI

Taylor, Elisa; Airaksinen, Manu; Ihamuotila, Rikhard; Kivelae, Milja; Ashorn, Ulla; Haataja, Leena M.; Mangani, Charles; Vanhatalo, Sampsa

Assessing motor development with wearables in low-resource settings: feasibility in rural Malawi ( mar , 10.1038/s41390-025-03818-3 , 2025)

PEDIATRIC RESEARCH

IF3.1

2025-03-01

OAAI

Taylor, Elisa; Airaksinen, Manu; Ihamuotila, Rikhard; Kivela, Milja; Ashorn, Ulla; Haataja, Leena M.; Mangani, Charles; Vanhatalo, Sampsa

Early gross motor performance is associated with concurrent prelinguistic and social development

PEDIATRIC RESEARCH

IF3.1

2025-01-17

OAAI

Gallen, Anastasia; Taylor, Elisa; Salmi, Juha; Haataja, Leena; Vanhatalo, Sampsa; Airaksinen, Manu

PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse PFML: 无表示崩溃的时间序列数据的自监督学习

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Vaaras, Einari; Airaksinen, Manu; Rasanen, Okko

IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Vaaras, Einari; Airaksinen, Manu; Rasanen, Okko

NAPping PAnts (NAPPA): An open wearable solution for monitoring Infant's sleeping rhythms, respiration and posture

HELIYON

IF3.6

2024-07-01

OAAI

de Sena, Sofie; Haggman, Matias; Ranta, Jukka; Roienko, Oleksii; Ilen, Elina; Acosta, Natalia; Salama, Jonna; Kirjavainen, Turkka; Stevenson, Nathan; Airaksinen, Manu; Vanhatalo, Sampsa

Automatic assessment of infant carrying and holding using at-home wearable recordings

SCIENTIFIC REPORTS

IF3.9

2024-02-28

OAAI

Airaksinen, Manu; Vaaras, Einari; Haataja, Leena; Raesaenen, Okko; Vanhatalo, Sampsa

Charting infants' motor development at home using a wearable system: validation and comparison to physical growth charts

EBIOMEDICINE

IF10.8

2023-06-01

OAAI

Airaksinen, Manu; Taylor, Elisa; Gallen, Anastasia; Ilen, Elina; Saari, Antti; Sankilampi, Ulla; Raesaenen, Okko; Haataja, Leena M.; Vanhatalo, Sampsa

Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors

SENSORS

IF3.5

2023-04-06

OAAI

Airaksinen, Manu; Vanhatalo, Sampsa; Rasanen, Okko

Intelligent wearable allows out-of-the-lab tracking of developing motor abilities in infants

COMMUNICATIONS MEDICINE

IF6.3

2022-06-15

OAAI

Airaksinen, Manu; Gallen, Anastasia; Kivi, Anna; Vijayakrishnan, Pavithra; Hayrinen, Taru; Ilen, Elina; Rasanen, Okko; Haataja, Leena M. M.; Vanhatalo, Sampsa

An Open Source Classifier for Bed Mattress Signal in Infant Sleep Monitoring

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-01-14

OAAI

Ranta, Jukka; Airaksinen, Manu; Kirjavainen, Turkka; Vanhatalo, Sampsa; Stevenson, Nathan J.

Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors

SCIENTIFIC REPORTS

IF3.9

2020-01-13

OAAI

Airaksinen, Manu; Rasanen, Okko; Ilen, Elina; Hayrinen, Taru; Kivi, Anna; Marchi, Viviana; Gallen, Anastasia; Blom, Sonja; Varhe, Anni; Kaartinen, Nico; Haataja, Leena; Vanhatalo, Sampsa

A Comparison Between STRAIGHT, Glottal, and Sinusoidal Vocoding in Statistical Parametric Speech Synthesis

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2018-09-01

OAAI

Airaksinen, Manu; Juvela, Lauri; Bollepalli, Bajibabu; Yamagishi, Junichi; Alku, Paavo

Quadratic Programming Approach to Glottal Inverse Filtering by Joint Norm-1 and Norm-2 Optimization

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2017-05-01

PREAI

Airaksinen, Manu; Backstrom, Tom; Alku, Paavo