Mattias Ohlsson - researchr alias

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Viewing Publication 1 - 32 from 32

2023

A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation LearningAli Amirahmadi, Mattias Ohlsson, Kobra Etminani, Olle Melander, Jonas Björk. mie 2023: 609-610 [doi]

Deep learning prediction models based on EHR trajectories: A systematic reviewAli Amirahmadi, Mattias Ohlsson, Kobra Etminani. jbi, 144:104430, August 2023. [doi]

Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentationPontus Olsson de Capretz, Anders Björkelund, Jonas Björk, Mattias Ohlsson, Arash Mokhtari, Axel Nyström, Ulf Ekelund. midm, 23(1):25, December 2023. [doi]

Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural NetworksHamid Sarmadi, Thorsteinn S. Rögnvaldsson, Nils Roger Carlsson, Mattias Ohlsson, Ibrahim Wahab, Ola Hall. dsaa 2023: 1-10 [doi]

2022

2020

Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computationAlexander Galozy, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Mattias Ohlsson, Markus Lingman. ijmi, 136:104092, 2020. [doi]

2019

Variational auto-encoders with Student's t-priorNajmeh Abiri, Mattias Ohlsson. esann 2019: [doi]

Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problemsNajmeh Abiri, Björn Linse, Patrik Edén, Mattias Ohlsson. ijon, 365:137-146, 2019. [doi]

2017

Automatic Gleason grading of H and E stained microscopic prostate images using deep convolutional neural networksAnna Gummeson, Ida Arvidsson, Mattias Ohlsson, Niels Christian Overgaard, Agnieszka Krzyzanowska, Anders Heyden, Anders Bjartell, Kalle Åström. midp 2017: [doi]

2014

Analysis of regional bone scan index measurements for the survival of patients with prostate cancerJonas Kalderstam, May Sadik, Lars Edenbrandt, Mattias Ohlsson. bmcmi, 14:24, 2014. [doi]

2013

2011

An Automated System for the Detection and Diagnosis of Kidney Lesions in Children from Scintigraphy ImagesMatilda Landgren, Karl Sjöstrand, Mattias Ohlsson, Daniel Ståhl, Niels Chr. Overgaard, Kalle Åström, Rune Sixt, Lars Edenbrandt. scia 2011: 489-500 [doi]

2009

2006

A simple statistical model for prediction of acute coronary syndrome in chest pain patients in the emergency departmentJonas Björk, Jakob Lundager Forberg, Mattias Ohlsson, Lars Edenbrandt, Hans Öhlin, Ulf Ekelund. midm, 6:28, 2006. [doi]

Comparison between neural networks and multiple logistic regression to predict acute coronary syndrome in the emergency roomMichael Green, Jonas Björk, Jakob Lundager Forberg, Ulf Ekelund, Lars Edenbrandt, Mattias Ohlsson. artmed, 38(3):305-318, 2006. [doi]

2004

Detecting acute myocardial infarction in the 12-lead ECG using Hermite expansions and neural networksHenrik Haraldsson, Lars Edenbrandt, Mattias Ohlsson. artmed, 32(2):127-136, 2004. [doi]

WeAidU - a decision support system for myocardial perfusion images using artificial neural networksMattias Ohlsson. artmed, 30(1):49-60, 2004. [doi]

2003

Pervasive Self-Care Solutions in Telecardiology. Typical use cases from the EPI-MEDICS projectFlore Gouaux, Lucas Simon Chautemps, Jocelyne Fayn, Stefano Adami, Mohammad Arzi, Deodato Assanelli, Marie-Claire Forlini, Cesare Malossi, Antonio Martinez, Mattias Ohlsson, Joël Placide, Gian-Luca Ziliani, Paul Rubel. mie 2003: 119-124 [doi]

2002

A novel approach to local reliability of sequence alignmentsMaximilian Schlosshauer, Mattias Ohlsson. bioinformatics, 18(6):847-854, 2002.

2001

An efficient mean field approach to the set covering problemMattias Ohlsson, Carsten Peterson, Bo Söderberg. eor, 133(3):583-595, 2001. [doi]

2000

1999

WWW Based Service for Automated Interpretation of Diagnostic Imgages: The AIDI-Heart ProjectMattias Ohlsson, Andreas Järund, Lars Edenbrandt. hpcn 1999: 941-950

1997

A Study of the Mean Field Approach to Knapsack ProblemsMattias Ohlsson, Hong Pi. NN, 10(2):263-271, 1997. [doi]

1993

Neural Networks for Optimization Problems with Inequality Constraints: The Knapsack ProblemMattias Ohlsson, Carsten Peterson, Bo SÃ¶derberg. neco, 5(2):331-339, 1993. [doi]

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Publications by 'Mattias Ohlsson'

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2023

2022

2020

2019

2017

2014

2013

2011

2009

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2003

2002

2001

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1999

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1993

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