Deep behavioural representation learning reveals risk profiles for malignant ventricular arrhythmias

Autor: Maarten Z. H. Kolk, Diana My Frodi, Joss Langford, Tariq O. Andersen, Peter Karl Jacobsen, Niels Risum, Hanno L. Tan, Jesper Hastrup Svendsen, Reinoud E. Knops, Søren Zöga Diederichsen, Fleur V. Y. Tjong

Publikováno v: npj Digital Medicine, Vol 7, Iss 1, Pp 1-10 (2024)

Abstract We aimed to identify and characterise behavioural profiles in patients at high risk of SCD, by using deep representation learning of day-to-day behavioural recordings. We present a pipeline that employed unsupervised clustering on low-dimens

Externí odkaz: https://doaj.org/article/b110fe047e644b36b7a7c078126abc52

Use of Nonrecommended Drugs in Patients With Brugada Syndrome: A Danish Nationwide Cohort Study

Autor: Camilla H. B. Jespersen, Johanna Krøll, Priya Bhardwaj, Carl Johann Hansen, Jesper Svane, Bo G. Winkel, Christian Jøns, Peter Karl Jacobsen, Jens Haarbo, Jens Cosedis Nielsen, Jens Brock Johansen, Berit T. Philbert, Sam Riahi, Christian Torp‐Pedersen, Lars Køber, Jacob Tfelt‐Hansen, Peter E. Weeke

Publikováno v: Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, Vol 12, Iss 7 (2023)

Background Patients with Brugada syndrome (BrS) are recommended to avoid drugs that may increase their risk of arrhythmic events. We examined treatment with such drugs in patients with BrS after their diagnosis. Methods and Results All Danish patient

Externí odkaz: https://doaj.org/article/f0aa4ea3d9cc40a5b070cda0eb5ee8be

Clinician Preimplementation Perspectives of a Decision-Support Tool for the Prediction of Cardiac Arrhythmia Based on Machine Learning: Near-Live Feasibility and Qualitative Study

Autor: Stina Matthiesen, Søren Zöga Diederichsen, Mikkel Klitzing Hartmann Hansen, Christina Villumsen, Mats Christian Højbjerg Lassen, Peter Karl Jacobsen, Niels Risum, Bo Gregers Winkel, Berit T Philbert, Jesper Hastrup Svendsen, Tariq Osman Andersen

Publikováno v: JMIR Human Factors, Vol 8, Iss 4, p e26964 (2021)

BackgroundArtificial intelligence (AI), such as machine learning (ML), shows great promise for improving clinical decision-making in cardiac diseases by outperforming statistical-based models. However, few AI-based tools have been implemented in card

Externí odkaz: https://doaj.org/article/6a60bfb505a74ec89622e1750345649c

Catheter ablation and mortality, stroke and heart failure readmission with atrial fibrillation

Autor: Søren Lund Kristensen, Morten Schou, Anne-Marie Schjerning, Finn Gustafsson, Jannik Langtved Pallisgaard, Morten Lock Hansen, Arne Johannessen, Thomas Alexander Gerds, Chriatian Torp-Pedersen, Peter Karl Jacobsen, Anders Munch

Publikováno v: Open Heart, Vol 7, Iss 2 (2020)

Background Recent randomised clinical trials have suggested prognostic benefits of catheter ablation in highly selected patients with atrial fibrillation (AF) and heart failure (HF).Objectives This study sought to identify the treatment effect associ

Externí odkaz: https://doaj.org/article/aef42251ac114f03adcdee4f3746c994

Severity of Brugada syndrome disease manifestation and risk of new-onset depression or anxiety:a Danish nationwide study

Autor: Camilla H B Jespersen, Johanna Krøll, Priya Bhardwaj, Bo Gregers Winkel, Peter Karl Jacobsen, Christian Jøns, Jens Haarbo, Jens Kristensen, Jens Brock Johansen, Berit T Philbert, Sam Riahi, Christian Torp-Pedersen, Lars Køber, Jacob Tfelt-Hansen, Peter E Weeke

Publikováno v: Jespersen, C H B, Krøll, J, Bhardwaj, P, Winkel, B G, Jacobsen, P K, Jøns, C, Haarbo, J, Kristensen, J, Johansen, J B, Philbert, B T, Riahi, S, Torp-Pedersen, C, Køber, L, Tfelt-Hansen, J & Weeke, P E 2023, ' Severity of Brugada syndrome disease manifestation and risk of new-onset depression or anxiety : a Danish nationwide study ', Europace, vol. 25, no. 5, euad112 . https://doi.org/10.1093/europace/euad112
Jespersen, C H B, Kroll, J, Bhardwaj, P, Winkel, B G, Jacobsen, P K, Jons, C, Haarbo, J, Kristensen, J, Johansen, J B, Philbert, B T, Riahi, S, Torp-Pedersen, C, Kober, L, Tfelt-Hansen, J & Weeke, P E 2023, ' Severity of Brugada syndrome disease manifestation and risk of new-onset depression or anxiety : a Danish nationwide study ', Europace, vol. 25, no. 5 . https://doi.org/10.1093/europace/euad112

AimsReduced psychological health is associated with adverse patient outcomes and higher mortality. We aimed to examine if a Brugada syndrome (BrS) diagnosis and symptomatic disease presentation were associated with an increased risk of new-onset depr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eda12e958fd3a576caa3ba0eeb5394d7
https://vbn.aau.dk/da/publications/e72e6be4-af93-4b5a-a2ac-863327629942