Antti Karlsson
Publications
- Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals (2025)
- Radiology : Artificial Intelligence
(A1 Refereed original research article in a scientific journal) - Complex networks approach to study comorbidities in patients with unruptured intracranial aneurysms (2024)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Characterization of clinicopathological features, treatment practices, and outcomes among Finnish advanced breast cancer patients in real-life clinical practice (2023)
- Journal of Cancer Research and Clinical Oncology
(A1 Refereed original research article in a scientific journal) - Smoking is an Independent Marker of Poor Prognosis in Cutaneous Melanoma (2023)
- Acta Dermato-Venereologica
(A1 Refereed original research article in a scientific journal) - Automated detection of pulmonary embolism from CT-angiograms using deep learning (2022)
- BMC Medical Imaging
(A1 Refereed original research article in a scientific journal) - Identification of metastatic primary cutaneous squamous cell carcinoma utilizing artificial intelligence analysis of whole slide images (2022)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - New insights into the genetic etiology of Alzheimer’s disease and related dementias (2022)
- Nature Genetics
(A1 Refereed original research article in a scientific journal) - Are Breast Cancer Nomograms Still Valid to Predict the Need for Axillary Dissection? (2021)
- Oncology
(A1 Refereed original research article in a scientific journal) - Documentation of the patient's smoking status in common chronic diseases - analysis of medical' narrative reports using the ULMFiT based text classification (2021)
- European Clinical Respiratory Journal
(A1 Refereed original research article in a scientific journal) - Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries (2021)
- Nature Communications
(A1 Refereed original research article in a scientific journal) - IL-6 and other biomarkers as predictors of severity in COVID-19 (2021)
- Annals of Medicine
(A1 Refereed original research article in a scientific journal) - Impact of deep learning-determined smoking status on mortality of cancer patients: never too late to quit (2021)
- ESMO Open
(A1 Refereed original research article in a scientific journal) - The Gaucher earlier diagnosis consensus point-scoring system (GED-C PSS): Evaluation of a prototype in Finnish Gaucher disease patients and feasibility of screening retrospective electronic health record data for the recognition of potential undiagnosed patients in Finland (2021)
- Molecular Genetics and Metabolism Reports
(A1 Refereed original research article in a scientific journal) - A Platelet Function Modulator of Thrombin Activation Is Causally Linked to Cardiovascular Disease and Affects PAR4 Receptor Signaling (2020)
- American Journal of Human Genetics
(A1 Refereed original research article in a scientific journal) - Covid-19 epidemia on yllättäen vähentänyt sydänsairauksien äkillisen hoidon tarvetta (2020)
- Turun Sanomat
(E1 Popularised article) - Development of self-assessed work ability among middle-aged asthma patients-a 10 year follow-up study (2020)
- Journal of Asthma
(A1 Refereed original research article in a scientific journal) - Genetic analysis of obstructive sleep apnoea discovers a strong association with cardiometabolic health (2020)
- European Respiratory Journal
(A1 Refereed original research article in a scientific journal) - Genomic prediction of alcohol-related morbidity and mortality (2020)
- Translational Psychiatry
(A1 Refereed original research article in a scientific journal) - High tumor mutation burden predicts favorable outcome among patients with aggressive histological subtypes of lung adenocarcinoma: A population-based single-institution study (2020)
- Neoplasia
(A1 Refereed original research article in a scientific journal) - Inherited myeloproliferative neoplasm risk affects haematopoietic stem cells (2020)
- Nature
(A1 Refereed original research article in a scientific journal)