Beat-by-Beat Quantification of Cardiac Cycle Events Detected From Three-Dimensional Precordial Acceleration Signals. - Mikko Paukkunen; Petteri Parkkila; Tero Hurnanen; Mikko Pänkäälä; Tero Koivisto; Tuomo Nieminen; Raimo Kettunen; Raimo Sepponen (IEEE J. Biomed. Health Informatics, 2016)

Motion Artifact Reduction in Ambulatory Electrocardiography Using Inertial Measurement Units and Kalman Filtering. - Roland Hostettler; Tuomas Lumikari; Lauri Palva; Tuomo Nieminen; Simo Särkkä (FUSION, 2018)

Predicting utilization of healthcare services from individual disease trajectories using RNNs with multi-headed attention. - Yogesh Kumar; Henri Salo; Tuomo Nieminen; Kristian Vepsalainen; Sangita Kulathinal; Pekka Marttinen (ML4H@NeurIPS, 2019)

Interactive Causal Structure Discovery in Earth System Sciences. - Laila Melkas; Rafael Savvides; Suyog Chandramouli; Jarmo Mäkelä; Tuomo Nieminen; Ivan Mammarella; Kai Puolamäki (CD@KDD, 2021)

The automatic detection of heart failure using speech signals. - Mittapalle Kiran Reddy; Pyry Helkkula; Yagnavajjula Madhu Keerthana; Kasimir Kaitue; Mikko Minkkinen; Heli Tolppanen; Tuomo Nieminen; Paavo Alku (Comput. Speech Lang., 2021)

ennemi: Non-linear correlation detection with mutual information. - Petri Laarne; Martha Arbayani Zaidan; Tuomo Nieminen (SoftwareX, 2021)

Glottal flow characteristics in vowels produced by speakers with heart failure. - Mittapalle Kiran Reddy; Hilla Pohjalainen; Pyry Helkkula; Kasimir Kaitue; Mikko Minkkinen; Heli Tolppanen; Tuomo Nieminen; Paavo Alku (Speech Commun., 2022)

Towards robust heart failure detection in digital telephony environments by utilizing transformer-based codec inversion. - Saska Tirronen; Farhad Javanmardi; Hilla Pohjalainen; Sudarsana Reddy Kadiri; Mittapalle Kiran Reddy; Pyry Helkkula; Kasimir Kaitue; Mikko Minkkinen; Heli Tolppanen; Tuomo Nieminen; Paavo Alku (Speech Commun., 2025)