Jussi Jaakkola - UTU Research Portal

Jussi Jaakkola

- Docent,
Department of Clinical Medicine (Faculty of Medicine)

jussi.jaakkola@utu.fi

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Assessing the impact of signal quality on heart rate detection from long-term clinical wrist PPG under varying cardiac rhythms (2026)
- Biomedical Signal Processing and Control
Zhao, Yangyang; Lahdenoja, Olli; Sandelin, Jonas; Seifizarei, Sepehr; Anzanpour, Arman; Lehto, Joonas; Nuotio, Joel; Jaakkola, Jussi; Relander, Arto; Vasankari, Tuija; Airaksinen, Juhani; Kiviniemi, Tuomas; Kaisti, Matti; Koivisto, Tero
Bed sensor ballistocardiogram for non-invasive detection of atrial fibrillation: a comprehensive clinical study (2025)
- Physiological Measurement
Sandelin, Jonas; Lahdenoja, Olli; Elnaggar, Ismail; Rekola, Rami; Anzanpour, Arman; Seifizarei, Sepehr; Kaisti, Matti; Koivisto, Tero; Lehto, Joel; Nuotio, Joonas; Jaakkola, Jussi; Relander, Arto; Vasankari, Tuija; Airaksinen, Juhani; Kiviniemi, Tuomas
Ischaemic stroke in women with atrial fibrillation : temporal trends and clinical implications (2024)
- European Heart Journal
Teppo Konsta, Airaksinen K E Juhani, Jaakkola Jussi, Halminen Olli, Salmela Birgitta, Kouki Elis, Haukka Jari, Putaala Jukka, Linna Miika, Aro Aapo L, Mustonen Pirjo, Hartikainen Juha, Lip Gregory Y H, Lehto Mika
Temporal Trends of Ischemic Stroke Risk in Patients With Incident Atrial Fibrillation Before Anticoagulation (2024)
- JACC: Clinical electrophysiology
Teppo, Konsta; Airaksinen, K.E. Juhani; Halminen, Olli; Jaakkola, Jussi; Haukka, Jari; Kouki, Elis; Luojus, Alex; Putaala, Jukka; Salmela, Birgitta; Linna, Miika; Aro, Aapo L.; Mustonen, Pirjo; Hartikainen, Juha; Lip, Gregory Y.H.; Lehto, Mika
Aortic Stenosis and Outcomes in Patients With Atrial Fibrillation: A Nationwide Cohort Study (2023)
- Journal of the American Heart Association
Teppo Konsta, Airaksinen K.E. Juhani, Biancari Fausto, Jaakkola Jussi, Halminen Olli, Linna Miika, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Luojus Alex, Hartikainen Juha, Aro Aapo L., Lehto Mika
Association of income and educational levels on initiation of oral anticoagulant therapy in patients with incident atrial fibrillation: A Finnish nationwide cohort study (2023)
- British Journal of Clinical Pharmacology
Teppo Konsta, Jaakkola Jussi, Biancari Fausto, Halminen Olli, Linna Miika, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Hartikainen Juha, Airaksinen KE Juhani, Lehto Mika
Oral Anticoagulant Therapy and Risk of Admission to Long-Term Care in patients With Atrial Fibrillation: A Nationwide Cohort Study (2023)
- Journal of the American Medical Directors Association
Teppo Konsta, Airaksinen Juhani K.E., Halminen Olli, Linna Miika, Jaakkola Jussi, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Langén Ville L., Kinnunen Janne, Hartikainen Juha, Lehto Mika
Rural-urban and geographical differences in prognosis of atrial fibrillation in Finland: a nationwide cohort study (2023)
- Scandinavian Journal of Public Health
Teppo Konsta, Airaksinen K. E. Juhani, Halminen Olli, Jaakkola Jussi, Linna Miika, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Hartikainen Juha, Lehto Mika
Temporal trends of gender disparities in oral anticoagulant use in patients with atrial fibrillation (2023)
- European Journal of Clinical Investigation
Teppo Konsta, Airaksinen KE Juhani, Jaakkola Jussi, Halminen Olli, Salmela Birgitta, Kalatsova Ksenia, Kouki Elis, Haukka Jari, Putaala Jukka, Linna Miika, Aro Aapo L, Mustonen Pirjo, Hartikainen Juha, Lehto Mika
Trends and burden of diabetes in patients with atrial fibrillation during 2007-2018: A Finnish nationwide cohort study (2023)
- Diabetes Research and Clinical Practice
Teppo Konsta, Kouki Elis, Salmela Birgitta, Niskanen Leo, Jaakkola Jussi, Halminen Olli, Haukka Jari, Putaala Jukka, Linna Miika, Mustonen Pirjo, Hartikainen Juha, Airaksinen K. E. Juhani, Lehto Mika
Association of income and educational levels with adherence to direct oral anticoagulant therapy in patients with incident atrial fibrillation: A Finnish nationwide cohort study (2022)
- Pharmacology Research and Perspectives
Teppo Konsta, Jaakkola Jussi, Biancari Fausto, Halminen Olli, Linna Miika, Haukka Jari, Putaala Jukka, Tiili Paula, Lehtonen Ossi, Niemi Mikko, Mustonen Pirjo, Kinnunen Janne, Hartikainen Juha, Airaksinen K. E. Juhani, Lehto Mika
End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography (2022)
- Physiological Measurement
Mehrang Saeed, Jafari Tadi Mojtaba, Knuutila Timo, Jaakkola Jussi, Jaakkola Samuli, Kiviniemi Tuomas, Vasankari Tuija, Airaksinen Juhani, Koivisto Tero, Pänkäälä Mikko
Frequency of cardioversions as an additional risk factor for stroke in atrial fibrillation - the FinCV-4 study (2022)
- Annals of Medicine
Jaakkola Samuli, Kiviniemi Tuomas O, Jaakkola Jussi, Pouru Jussi-Pekka, Nuotio Ilpo, Vasankari Tuija, Hartikainen Juha EK, Airaksinen KE Juhani
Income and outcomes of patients with incident atrial fibrillation (2022)
- Journal of Epidemiology and Community Health
Biancari Fausto, Teppo Konsta, Jaakkola Jussi, Halminen Olli, Linna Miika, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Hartikainen Juha, Aro Aapo, Airaksinen Juhani, Lehto Mika
Mental health conditions and adherence to direct oral anticoagulants in patients with incident atrial fibrillation: A nationwide cohort study (2022)
- General Hospital Psychiatry
Teppo Konsta, Jaakkola Jussi, Airaksinen K. E. Juhani, Biancari Fausto, Halminen Olli, Putaala Jukka, Mustonen Pirjo, Haukka Jari, Hartikainen Juha, Luojus Alex, Niemi Mikko, Linna Miika, Lehto Mika
Mental health conditions and bleeding events in patients with incident atrial fibrillation: A Finnish nationwide cohort study (2022)
- General Hospital Psychiatry
Teppo Konsta, Jaakkola Jussi, Biancari Fausto, Halminen Olli, Linna Miika, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Jolkkonen Santeri, Niemi Mikko, Hartikainen Juha, Airaksinen KE Juhani, Lehto Mika
Mental Health Conditions and Nonpersistence of Direct Oral Anticoagulant Use in Patients With Incident Atrial Fibrillation: A Nationwide Cohort Study (2022)
- Journal of the American Heart Association
Teppo Konsta, Jaakkola Jussi, Airaksinen K. E. Jussi , Biancari Fausto, Halminen Olli, Putaala Jukka, Mustonen Pirjo, Haukka Jari, Hartikainen Juha, Luojus Alex, Niemi Mikko, Linna Miika, Lehto Mika
Mental health conditions and risk of first-ever ischaemic stroke and death in patients with incident atrial fibrillation: A nationwide cohort study (2022)
- European Journal of Clinical Investigation
Teppo Konsta, Jaakkola Jussi, Biancari Fausto, Halminen Olli, Putaala Jukka, Mustonen Pirjo, Haukka Jari, Linna Miika, Kinnunen Janne, Tiili Paula, Kouki Elis, Penttilä Tero, Hartikainen Juha, Aro Aapo L., Airaksinen K. E. Juhani, Lehto Mika
Mental health conditions and use of rhythm control therapies in patients with atrial fibrillation: a nationwide cohort study (2022)
- BMJ Open
Teppo Konsta, Jaakkola Jussi, Biancari Fausto, Halminen Olli, Putaala Jukka, Mustonen Pirjo, Haukka Jari, Linna Miika, Kinnunen Janne, Luojus Alex, Itäinen-Strömberg Saga, Penttilä Tero, Niemi Mikko, Hartikainen Juha, Airaksinen KE Juhani, Lehto Mika
Rural-urban differences in the initiation of oral anticoagulant therapy in patients with incident atrial fibrillation: A Finnish nationwide cohort study (2022)
- PLoS ONE
Teppo Konsta, Jaakkola Jussi, Langén Ville L, Biancari Fausto, Halminen Olli, Linna Miika, Haukka Jari, Putaala Jukka, Mustonen Pirjo, Kinnunen Janne, Luojus Alex, Hartikainen Juha, Airaksinen KE Juhani, Lehto Mika