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Dive into the research topics where Jussi Jaakkola is active.

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Featured researches published by Jussi Jaakkola.


PLOS ONE | 2016

Stroke as the First Manifestation of Atrial Fibrillation

Jussi Jaakkola; Pirjo Mustonen; Tuomas Kiviniemi; Juha Hartikainen; Antti Palomäki; Päivi Hartikainen; Ilpo Nuotio; Antti Ylitalo; K.E. Juhani Airaksinen; Alena Talkachova

Atrial fibrillation may remain undiagnosed until an ischemic stroke occurs. In this retrospective cohort study we assessed the prevalence of ischemic stroke or transient ischemic attack as the first manifestation of atrial fibrillation in 3,623 patients treated for their first ever stroke or transient ischemic attack during 2003–2012. Two groups were formed: patients with a history of atrial fibrillation and patients with new atrial fibrillation diagnosed during hospitalization for stroke or transient ischemic attack. A control group of 781 patients with intracranial hemorrhage was compiled similarly to explore causality between new atrial fibrillation and stroke. The median age of the patients was 78.3 [13.0] years and 2,009 (55.5%) were women. New atrial fibrillation was diagnosed in 753 (20.8%) patients with stroke or transient ischemic attack, compared to 15 (1.9%) with intracranial hemorrhage. Younger age and no history of coronary artery disease or other vascular diseases, heart failure, or hypertension were the independent predictors of new atrial fibrillation detected concomitantly with an ischemic event. Thus, ischemic stroke was the first clinical manifestation of atrial fibrillation in 37% of younger (<75 years) patients with no history of cardiovascular diseases. In conclusion, atrial fibrillation is too often diagnosed only after an ischemic stroke has occurred, especially in middle-aged healthy individuals. New atrial fibrillation seems to be predominantly the cause of the ischemic stroke and not triggered by the acute cerebrovascular event.


Clinical Cardiology | 2016

Postoperative Strokes and Intracranial Bleeds in Patients With Atrial Fibrillation: The FibStroke Study

Antti Palomäki; Tuomas Kiviniemi; Juha Hartikainen; Pirjo Mustonen; Antti Ylitalo; Ilpo Nuotio; Päivi Hartikainen; Jussi Jaakkola; Riho Luite; K.E. Juhani Airaksinen

Patients with atrial fibrillation (AF) frequently undergo invasive procedures. Optimal perioperative use of oral anticoagulation (OAC) and heparin bridging is not well defined.


Circulation | 2018

Mobile Phone Detection of Atrial Fibrillation With Mechanocardiography: The MODE-AF Study (Mobile Phone Detection of Atrial Fibrillation)

Jussi Jaakkola; Samuli Jaakkola; Olli Lahdenoja; Tero Hurnanen; Tero Koivisto; Mikko Pänkäälä; Timo Knuutila; Tuomas Kiviniemi; Tuija Vasankari; K.E. Juhani Airaksinen

Because of the frequent asymptomatic presentation of atrial fibrillation (AF), stroke is too often its first manifestation.1 For effective stroke prevention, timely diagnosis of AF is crucial. Mobile devices are becoming ubiquitous, providing significant possibilities for screening applications. In mechanocardiography, mechanical cardiac activity is recorded with accelerometers and gyroscopes, standard components of modern smartphones.2 In our previous proof-of-concept study, smartphone mechanocardiography demonstrated 94% sensitivity and 100% specificity for detecting AF among 39 subjects.2 Here, we validate smartphone mechanocardiography detection of AF against visual interpretation of telemetry electrocardiographic recordings in hospitalized patients.


Annals of Medicine | 2015

Ventricular rate during acute atrial fibrillation and outcome of electrical cardioversion: The FinCV Study.

Jussi Jaakkola; Juha Hartikainen; Tuomas Kiviniemi; Ilpo Nuotio; Wail Nammas; Toni Grönberg; Anna Karmi; Antti Ylitalo; K.E. Juhani Airaksinen

Abstract Introduction. The impact of ventricular rate (VR) on the outcome of electrical cardioversion (ECV) of acute atrial fibrillation (AF) is currently unknown. We aimed to determine the effect of VR during acute AF on the success of ECV, recurrence of AF, and occurrence of post-cardioversion complications in 30 days of follow-up. Methods. A total of 6,624 ECVs were performed in 2,821 consecutive patients with AF lasting < 48 hours. VR ≤ 60 bpm was defined low, and VR ≥ 160 bpm high. Results. The median VR before ECV was 109 bpm. The success rate of ECV was 94.2%. Bradycardia occurred in 62 (0.9%) and thromboembolic complications in 39 (0.6%) ECVs. Low VR was observed before 75 (1.1%) ECVs, and male sex was its only independent predictor. High VR was observed in 165 (2.5%) ECVs. The independent predictors of high VR were younger age, < 12 h episode duration, no previous history of AF, and alcohol abuse. Low or high VR were not related to the success of ECV, incidence of thromboembolic or bradycardic complications, or recurrence of AF, although VR was significantly (P < 0.001) lower in the patients in whom AF recurred. Conclusion. VR during acute AF does not affect the efficacy or safety of ECV. Trial registration: ClinicalTrials.gov identifier: NCT01380574.


American Journal of Cardiology | 2018

Usefulness of the CHA 2 DS 2 -VASc and HAS-BLED Scores in Predicting the Risk of Stroke Versus Intracranial Bleeding in Patients with Atrial Fibrillation (From the FibStroke Study)

Samuli Jaakkola; Tuomas Kiviniemi; Ilpo Nuotio; Juha Hartikainen; Pirjo Mustonen; Antti Palomäki; Jussi Jaakkola; Antti Ylitalo; Päivi Hartikainen; K.E. Juhani Airaksinen

CHA2DS2-VASc and HAS-BLED scores stratify the risk of thromboembolic and bleeding events respectively in patients with atrial fibrillation. There is only little information on how they differentiate which of the 2 clinically most important complications (ischemic stroke [IS] or an intracranial bleeding [IB]) the patient is more prone to suffer. We evaluated both scores in patients with either of these major complications. The FibStroke Study collected data on all patients with atrial fibrillation with either an IS or an IB event between 2003 and 2012 in 4 Finnish hospital districts. Individual electronic patient records were manually reviewed to collect the study data. To assess the relative risk of IS and IB, an IS/IB-ratio was calculated by dividing the absolute number of ISs with the absolute number of IBs within each score category. A total of 3,816 (82.7%) ISs and 798 (17.3%) IBs were detected in 3,909 patients. In general, ISs occurred more often than IBs in patients on oral anticoagulation in each score category (ratio 1.6 to 5.1). The ratio decreased below 1, however, only with very high HAS-BLED scores (>4). Moreover, 221 ISs and 53 IBs occurred in patients with HAS-BLED > CHA2DS2-VASc, of whom only 19.7% were on anticoagulation. In conclusion, IS was the predominant intracranial event irrespective of CHA2DS2-VASc score, HAS-BLED score ≤4, or use of oral anticoagulation, also in patients with low estimated thromboembolic risk (CHA2DS2-VASc 0 to 1). Furthermore, the HAS-BLED score predicted the excess of IBs over ISs only at very high-risk levels.


Scandinavian Journal of Primary Health Care | 2017

Reliability of pulse palpation in the detection of atrial fibrillation in an elderly population

Jussi Jaakkola; Tuija Vasankari; Raine Virtanen; K.E. Juhani Airaksinen

Abstract Purpose: Atrial fibrillation (AF) may first present as an ischemic stroke. Pulse palpation is a potential screening method for asymptomatic AF. We aimed to assess the reliability of pulse palpation by the elderly in detecting AF. Materials and methods: After brief information and training session conducted by a nurse, 173 subjects aged ≥75 years were instructed to palpate their pulse regularly for a month. After this, their ability to distinguish sinus rhythm (SR), SR with premature ventricular contractions (PVC) and AF by pulse palpation was assessed using an anatomic human arm model programmable with various rhythms. A control group of 57 healthcare professionals received the same information but not the training. Subjects unable to find the pulse were excluded (25 (14.5%) of the elderly and none in the healthcare group). Results: The median age of the elderly subjects was 78.4 [3.9] years and 98 (56.6%) were women. There were no differences between the elderly and healthcare groups in detecting SR (97.3% vs. 96.5%) or SR with PVCs (74.3% vs. 71.4%), but the elderly subjects identified slow (81.8% vs. 56.1%) and fast AF (91.9% vs. 80.7%) significantly better than the healthcare group. The ability to recognize SR with PVCs by the elderly was independently predicted by previous pulse palpation experience, secondary or higher level of education and one-point increase in MMSE score, while identifying the other rhythms had no predictors. Conclusions: The elderly can learn to reliably distinguish a normal rhythm after education. Pulse self-palpation may be a useful low-cost method to screen for asymptomatic AF.


Journal of the American College of Cardiology | 2014

INTRACRANIAL BLEEDINGS AND ISCHEMIC STROKES DURING WARFARIN TREATMENT IN PATIENTS WITH ATRIAL FIBRILLATION: THE FIBSTROKE STUDY

Antti Palomäki; Pirjo Mustonen; Tuija Vasankari; Ilpo Nuotio; Antti Ylitalo; Jussi Jaakkola; Riho Luite; Päivi Hartikainen; Juha Hartikainen; Juhani Airaksinen

Anticoagulation therapy with warfarin is effective in the prevention of ischemic strokes in patients with atrial fibrillation (AF) but predisposes to intracranial bleedings. In this retrospective study data from 1,867 patients with a history of AF and ischemic stroke, transient ischemic attack (TIA


Journal of the American College of Cardiology | 2018

MOBILE PHONE DETECTION OF ATRIAL FIBRILLATION: THE MODE-AF STUDY

Jussi Jaakkola; Samuli Jaakkola; Olli Lahdenoja; Tero Hurnanen; Tero Koivisto; Mikko Pänkäälä; Timo Knuutila; Tuomas Kiviniemi; Tuija Vasankari; Juhani Airaksinen


Journal of the American College of Cardiology | 2018

CHA2DS2-VASC AND HAS-BLED SCORES IN PREDICTING THE RISK OF STROKE VERSUS INTRACRANIAL BLEED: THE FIBSTROKE STUDY

Samuli Jaakkola; Tuomas Kiviniemi; Ilpo Nuotio; Juha Hartikainen; Pirjo Mustonen; Antti Palomäki; Jussi Jaakkola; Antti Ylitalo; Päivi Hartikainen; Juhani Airaksinen


Circulation | 2018

Mobile Phone Detection of Atrial Fibrillation With Mechanocardiography

Jussi Jaakkola; Samuli Jaakkola; Olli Lahdenoja; Tero Hurnanen; Tero Koivisto; Mikko Pänkäälä; Timo Knuutila; Tuomas Kiviniemi; Tuija Vasankari; K.E. Juhani Airaksinen

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Ilpo Nuotio

Turku University Hospital

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Juha Hartikainen

University of Eastern Finland

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Tuija Vasankari

Turku University Hospital

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Antti Palomäki

Turku University Hospital

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Päivi Hartikainen

University of Eastern Finland

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Samuli Jaakkola

Turku University Hospital

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