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Mattias Ohlsson
Mattias Ohlsson
Professor, Computational Biology and Biological Physics, Lund University, Sweden
Verified email at cec.lu.se - Homepage
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Cited by
Cited by
Year
Detailed comparison of amyloid PET and CSF biomarkers for identifying early Alzheimer disease
S Palmqvist, H Zetterberg, N Mattsson, P Johansson, L Minthon, ...
Neurology 85 (14), 1240-1249, 2015
3572015
A novel automated platform for quantifying the extent of skeletal tumour involvement in prostate cancer patients using the Bone Scan Index
D Ulmert, R Kaboteh, JJ Fox, C Savage, MJ Evans, H Lilja, ...
European urology 62 (1), 78-84, 2012
2222012
Comparison between neural networks and multiple logistic regression to predict acute coronary syndrome in the emergency room
M Green, J Forberg, L Edenbrandt, M Ohlsson
Artificial Intelligence in Medicine 38 (3), 305-318, 2006
1682006
Toward personal eHealth in cardiology. Results from the EPI-MEDICS telemedicine project
P Rubel, J Fayn, G Nollo, D Assanelli, B Li, L Restier, S Adami, S Arod, ...
Journal of electrocardiology 38 (4), 100-106, 2005
1682005
Track finding with deformable templates—the elastic arms approach
M Ohlsson, C Peterson, AL Yuille
Computer Physics Communications 71 (1-2), 77-98, 1992
1601992
Computer-assisted interpretation of planar whole-body bone scans
M Sadik, I Hamadeh, P Nordblom, M Suurkula, P Höglund, M Ohlsson, ...
Journal of Nuclear Medicine 49 (12), 1958-1965, 2008
1562008
Evaluation of a previously suggested plasma biomarker panel to identify Alzheimer's disease
M Björkqvist, M Ohlsson, L Minthon, O Hansson
PloS one 7 (1), e29868, 2012
1452012
Detecting acute myocardial infarction in the 12-lead ECG using Hermite expansions and neural networks
H Haraldsson, L Edenbrandt, M Ohlsson
Artificial intelligence in medicine 32 (2), 127-136, 2004
1322004
Design and regularization of neural networks: the optimal use of a validation set
J Larsen, LK Hansen, C Svarer, M Ohlsson
Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE …, 1996
1321996
Neural networks for optimization problems with inequality constraints: the knapsack problem
M Ohlsson, C Peterson, B Söderberg
neural computation 5 (2), 331-339, 1993
1291993
Risk factor identification and mortality prediction in cardiac surgery using artificial neural networks
J Nilsson, M Ohlsson, L Thulin, P Höglund, SAM Nashef, J Brandt
The Journal of thoracic and cardiovascular surgery 132 (1), 12-19. e1, 2006
1282006
Molecular serum portraits in patients with primary breast cancer predict the development of distant metastases
A Carlsson, C Wingren, M Kristensson, C Rose, M Fernö, H Olsson, ...
Proceedings of the National Academy of Sciences 108 (34), 14252-14257, 2011
1262011
Prediction of severe acute pancreatitis at admission to hospital using artificial neural networks
B Andersson, R Andersson, M Ohlsson, J Nilsson
Pancreatology 11 (3), 328-335, 2011
1212011
A new computer-based decision-support system for the interpretation of bone scans
M Sadik, D Jakobsson, F Olofsson, M Ohlsson, M Suurkula, L Edenbrandt
Nuclear Medicine Communications 27 (5), 417-423, 2006
972006
WeAidU—a decision support system for myocardial perfusion images using artificial neural networks
M Ohlsson
Artificial Intelligence in Medicine 30 (1), 49-60, 2004
892004
The International Heart Transplant Survival Algorithm (IHTSA): a new model to improve organ sharing and survival
J Nilsson, M Ohlsson, P Höglund, B Ekmehag, B Koul, B Andersson
PloS one 10 (3), e0118644, 2015
872015
Predicting System Loads with Artificial Neural Networks--Methods and Results from" The Great Energy Predictor Shootout"
MBO Ohlsson, CO Peterson, H Pi, TS Rognvaldsson, BPW Soderberg
ASHRAE Transactions-American Society of Heating Refrigerating …, 1994
791994
Improving prediction of heart transplantation outcome using deep learning techniques
D Medved, M Ohlsson, P Höglund, B Andersson, P Nugues, J Nilsson
Scientific reports 8 (1), 3613, 2018
782018
Single-cell network analysis identifies DDIT3 as a nodal lineage regulator in hematopoiesis
C Pina, J Teles, C Fugazza, G May, D Wang, Y Guo, S Soneji, J Brown, ...
Cell reports 11 (10), 1503-1510, 2015
772015
A confident decision support system for interpreting electrocardiograms
H Holst, M Ohlsson, C Peterson, L Edenbrandt
Clinical Physiology 19 (5), 410-418, 1999
741999
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