Jonas Björk

According to our database, Jonas Björk authored at least 6 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Surveillance of Disease Outbreaks Using Unsupervised Uni-Multivariate Anomaly Detection of Time-Series Symptoms.

Atiye Sadat Hashemi, Mirfarid Musavian Ghazani, Mattias Ohlsson, Jonas Björk, Dominik Dietler

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentation.

Pontus Olsson de Capretz, Anders Björkelund, Jonas Björk, Mattias Ohlsson, Arash Mokhtari, Axel Nyström, Ulf Ekelund

BMC Medical Informatics Decis. Mak., December, 2023

A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation Learning.

Ali Amirahmadi, Mattias Ohlsson, Kobra Etminani, Olle Melander, Jonas Björk

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2009

Exploring new possibilities for case-based explanation of artificial neural network ensembles.

Michael Green, Ulf Ekelund, Lars Edenbrandt, Jonas Björk, Jakob Lundager Forberg, Mattias Ohlsson

Neural Networks, 2009

2006

A simple statistical model for prediction of acute coronary syndrome in chest pain patients in the emergency department.

Jonas Björk, Jakob Lundager Forberg, Mattias Ohlsson, Lars Edenbrandt, Hans Öhlin, Ulf Ekelund

BMC Medical Informatics Decis. Mak., 2006

Comparison between neural networks and multiple logistic regression to predict acute coronary syndrome in the emergency room.

Michael Green, Jonas Björk, Jakob Lundager Forberg, Ulf Ekelund, Lars Edenbrandt, Mattias Ohlsson

Artif. Intell. Medicine, 2006