Antti Karlsson
Publications
- Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals (2025)
- Radiology : Artificial IntelligenceMolecular Genetics and Metabolism Reports
(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 ImagingJournal of Asthma
(A1 Refereed original research article in a scientific journal) - Identification of metastatic primary cutaneous squamous cell carcinoma utilizing artificial intelligence analysis of whole slide imagesGenetic analysis of obstructive sleep apnoea discovers a strong association with cardiometabolic health (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 JournalNeoplasia
(A1 Refereed original research article in a scientific journal) - Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestriesInherited myeloproliferative neoplasm risk affects haematopoietic stem cells (2021)
- Nature CommunicationsNature
(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)
(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)
(A1 Refereed original research article in a scientific journal) - (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)
(A1 Refereed original research article in a scientific journal) - (2020)
(A1 Refereed original research article in a scientific journal)



