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M

Mattias Ohlsson

center for applied intelligent systems research in health

41H-index
261Paper Count
4.5KCitation Count
Published Papers 73
Publication Date
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A decoupled alignment kernel for peptide membrane permeability predictions
errJournal of Cheminformatics
IF5.7
err2026-08-04
err0
errOAAI
errAli Amirahmadi; Gökçe Geylan; Leonardo De Maria; Farzaneh Etminani; Mattias Ohlsson; Alessandro Tibo
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Human factors validation study of an artificial neural network‑based preoperative decision‑support tool for noninvasive lymph node staging (NILS) in women with primary breast cancer (ISRCTN99301435)
errBMC Cancer
IF3.4
err2026-05-28
err0
errOAAI
errAnna Allfelt; Pär-Ola Bendahl; Looket Dihge; Mattias Ohlsson; Lisa Rydén; Ida Skarping
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errSave
Stand-alone Transcriptional Immune Response Prediction in Primary Triple-Negative Breast Cancer
errCancer Research Communications
IF0
err2025-12-01
err0
errOAAI
errRoostee, Suze; Killander, Fredrika; Saghir, Hani; Nacer, Deborah F.; Hakkinen, Jari; Sasiain, Inaki; Veerla, Srinivas; Vallon-Christersson, Johan; Loman, Niklas; Ohlsson, Mattias; Staaf, Johan
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CoxSE: Exploring the potential of self-explaining neural networks with Cox proportional hazards model for survival analysis
errKnowledge-Based Systems
IF7.6
err2025-11-29
err0
errOAAI
errAbdallah Alabdallah; Omar Hamed; Mattias Ohlsson; Thorsteinn Rögnvaldsson; Sepideh Pashami
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errSave
Transfer learning for predicting acute myocardial infarction using electrocardiograms
errPLOS Digital Health
IF0
err2025-10-31
err2
PREAI
errNystrom, Axel; Bjorkelund, Anders; Ohlsson, Mattias; Bjork, Jonas; Ekelund, Ulf; Lundager Forberg, Jakob
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errSave
Adaptive noise-augmented attention for enhancing Transformer fine-tuning on longitudinal medical data
errFrontiers in Artificial Intelligence
IF4.7
err2025-09-21
err0
errOAAI
errAli Amirahmadi; Farzaneh Etminani; Mattias Ohlsson
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errSave
Deep learning on routine full-breast mammograms enhances lymph node metastasis prediction in early breast cancer
errnpj Digital Medicine
IF15.1
err2025-07-10
err0
errOAAI
errDaqu Zhang; Looket Dihge; Pär-Ola Bendahl; Ida Arvidsson; Magnus Dustler; Julia Ellbrant; Kim Gulis; Malin Hjärtström; Mattias Ohlsson; Cornelia Rejmer; David Schmidt; Sophia Zackrisson; Patrik Edén; Lisa Rydén
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errSave
Utilizing artificial intelligence and medical experts to identify predictors for common diagnoses in dyspneic adults: A cross-sectional study of consecutive emergency department patients from Southern Sweden
errInternational Journal of Medical Informatics
IF4.1
err2025-05-22
err0
PREAI
errEllen T. Heyman; Awais Ashfaq; Ulf Ekelund; Mattias Ohlsson; Jonas Björk; Alexander Marcel Schubert; Markus Lingman; Ardavan M. Khoshnood
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Advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation
errTrends in Cardiovascular Medicine
IF9
err2024-12-01
err0
errOAAI
errSandra Ortega-Martorell; Ivan Olier; Mattias Ohlsson; Gregory Y.H. Lip
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errSave
TARGET: A Major European Project Aiming to Advance the Personalised Management of Atrial Fibrillation-Related Stroke via the Development of Health Virtual Twins Technology and Artificial Intelligence
errTHROMBOSIS AND HAEMOSTASIS
IF4.3
err2024-11-07
err5
PREAI
errOrtega-Martorell, Sandra; Olier, Ivan; Ohlsson, Mattias; Lip, Gregory Y. H.
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errSave
Association of osteopontin and shrunken pore syndrome with hospitalization for renal failure in acute heart failure patients
errEUROPEAN HEART JOURNAL
IF35.6
err2024-10-28
err0
PREAI
errOhlsson, M. A.; Holm, H.; Molvin, J.; Zaghi, A.; Dieden, A.; Nezami, Z.; Jujic, A.; Magnusson, M.
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errSave
Human bias and CNNs' superior insights in satellite based poverty mapping
errSCIENTIFIC REPORTS
IF3.9
err2024-10-02
err0
errOAAI
errSarmadi, Hamid; Wahab, Ibrahim; Hall, Ola; Roegnvaldsson, Thorsteinn; Ohlsson, Mattias
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errSave
Retrospective Validation Study of an Artificial Neural Network-Based Preoperative Decision-Support Tool for Noninvasive Lymph Node Staging (NILS) in Women with Primary Breast Cancer (ISRCTN14341750)
errCANCER RESEARCH
IF16.6
err2024-05-02
err0
PREAI
errSkarping, Ida; Ellbrant, Julia; Dihge, Looket; Ohlsson, Mattias; Huss, Linnea; Bendahl, Par-Ola; Ryden, Lisa
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errSave
The skåne emergency medicine (SEM) cohort
errSCANDINAVIAN JOURNAL OF TRAUMA RESUSCITATION & EMERGENCY MEDICINE
IF3.1
err2024-04-26
err0
errOAAI
errEkelund, Ulf; Ohlsson, Bodil; Melander, Olle; Bjork, Jonas; Ohlsson, Mattias; Forberg, Jakob Lundager; de Capretz, Pontus Olsson; Nystrom, Axel; Bjorkelund, Anders
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The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-02-01
err6
errOAAI
errAlabdallah, Abdallah; Ohlsson, Mattias; Pashami, Sepideh; Roegnvaldsson, Thorsteinn
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errSave
Retrospective validation study of an artificial neural network-based preoperative decision-support tool for noninvasive lymph node staging (NILS) in women with primary breast cancer (ISRCTN14341750)
errBMC CANCER
IF3.4
err2024-01-16
err1
errOAAI
errSkarping, Ida; Ellbrant, Julia; Dihge, Looket; Ohlsson, Mattias; Huss, Linnea; Bendahl, Par-Ola; Ryden, Lisa
errShare
errSave
Noninvasive Staging of Lymph Node Status in Breast Cancer Using Machine Learning: External Validation and Further Model Development
errJMIR CANCER
IF2.7
err2023-11-20
err0
errOAAI
errHjartstrom, Malin; Dihge, Looket; Bendahl, Par-Ola; Skarping, Ida; Ellbrant, Julia; Ohlsson, Mattias; Ryden, Lisa
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errSave
Deep learning prediction models based on EHR trajectories: A systematic review
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-08-01
err15
errOAAI
errAmirahmadi, Ali; Ohlsson, Mattias; Etminani, Kobra
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errSave
A machine learning model for prediction of 30-day primary graft failure after heart transplantation
errHELIYON
IF3.6
err2023-03-01
err8
errOAAI
errLinse, Bjorn; Ohlsson, Mattias; Stehlik, Joseph; Lund, Lars H.; Andersson, Bodil; Nilsson, Johan
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errSave
The implementation of NILS: A web-based artificial neural network decision support tool for noninvasive lymph node staging in breast cancer
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-03-01
err5
errOAAI
errDihge, Looket; Bendahl, Par-Ola; Skarping, Ida; Hjartstrom, Malin; Ohlsson, Mattias; Ryden, Lisa
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
K
Kaj Blennow
H-index: 214 · Papers: 3.6K
G
Gregory Y.H. Lip
H-index: 212 · Papers: 5.6K
H
Henrik Zetterberg
H-index: 190 · Papers: 3.7K
H
Howard I. Scher
H-index: 164 · Papers: 1.4K
O
Oluf Pedersen
H-index: 164 · Papers: 1.3K
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