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A. Karlsson · SciRah

Researcher profile · Semantic Scholar

A. Karlsson

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A. Karlsson — researcher profile on SciRah

h-index: 14
Works: 32
Citations: 3,229

Most-cited papers

New insights into the genetic etiology of Alzheimer’s disease and related dementias
C. Bellenguez, F. Küçükali, I. Jansen, L. Kleineidam +496 more
2022Nature Genetics1,984 citations Open access
Semantic Scholar
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
W. Bulten, K. Kartasalo, Po-Hsuan Cameron Chen, P. Ström +83 more
2022Nature Medicine655 citations Open access
Semantic Scholar
Genetic architecture of human plasma lipidome and its link to cardiovascular disease
Rubina Tabassum, Joel T. Rämö, P. Ripatti, J. Koskela +255 more
2019Nature Communications167 citations Open access
Semantic Scholar
IL-6 and other biomarkers as predictors of severity in COVID-19
N. Broman, K. Rantasärkkä, T. Feuth, M. Valtonen +8 more
2020Annals medicus105 citations Open access
Semantic Scholar
Automated detection of pulmonary embolism from CT-angiograms using deep learning
Heidi Huhtanen, M. Nyman, T. Mohsen, A. Virkki +2 more
2022BMC Medical Imaging79 citations Open access
Semantic Scholar
Inherited myeloproliferative neoplasm risk affects haematopoietic stem cells
Erik L. Bao, Satish K. Nandakumar, Xiaotian Liao, A. Bick +335 more
2020Nature44 citations Open access
Semantic Scholar
Impact of deep learning-determined smoking status on mortality of cancer patients: never too late to quit
A. Karlsson, A. Ellonen, H. Irjala, V. Väliaho +11 more
2021ESMO Open33 citations Open access
Semantic Scholar
High tumor mutation burden predicts favorable outcome among patients with aggressive histological subtypes of lung adenocarcinoma: A population-based single-institution study
Eva-Maria Talvitie, Heikki Vilhonen, S. Kurki, A. Karlsson +9 more
2020Neoplasia23 citations Open access
Semantic Scholar
Identification of metastatic primary cutaneous squamous cell carcinoma utilizing artificial intelligence analysis of whole slide images
J. Knuutila, P. Riihilä, A. Karlsson, M. Tukiainen +3 more
2022Scientific Reports21 citations Open access
Semantic Scholar
Is sleep apnoea a risk factor for Covid-19? Findings from a retrospective cohort study
T. Feuth, T. Saaresranta, A. Karlsson, M. Valtonen +3 more
2020medRxiv18 citations Open access
Semantic Scholar
Smoking is an Independent Marker of Poor Prognosis in Cutaneous Melanoma
K. Mattila, Helmi Vihinen, A. Karlsson, H. Minn +2 more
2023Acta Dermato-Venereologica17 citations Open access
Semantic Scholar
Can a machine-learning model improve the prediction of nodal stage after a positive sentinel lymph node biopsy in breast cancer?
V. Madekivi, P. Boström, A. Karlsson, R. Aaltonen +1 more
2020Acta oncologica17 citations Open access
Semantic Scholar
The Burden Of Chronic Obstructive Pulmonary Disease (COPD) In Finland: Impact Of Disease Severity And Eosinophil Count On Healthcare Resource Utilization
A. Viinanen, M. Lassenius, I. Toppila, A. Karlsson +3 more
2019International Journal of COPD15 citations Open access
Semantic Scholar
The burden of adult asthma in Finland: impact of disease severity and eosinophil count on health care resource utilization
A. Viinanen, M. Lassenius, I. Toppila, A. Karlsson +3 more
2019Journal of Asthma15 citations Open access
Semantic Scholar
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
M. Savolainen, A. Karlsson, Samppa Rohkimainen, I. Toppila +4 more
2021Molecular Genetics and Metabolism Reports11 citations Open access
Semantic Scholar
Health care resource utilization and characteristics of patients with eosinophilic asthma in secondary health care in Finland
M. Mäkelä, H. N. Christensen, A. Karlsson, S. Rastogi +1 more
2018European Clinical Respiratory Journal10 citations Open access
Semantic Scholar
Is sleep apnea a risk factor for Covid-19? findings from a retrospective cohort study
T. Feuth, T. Saaresranta, A. Karlsson, M. Valtonen +3 more
2020Sleep medicine and disorders : international journal9 citations Open access
Semantic Scholar
Burden of idiopathic inflammatory rheumatic diseases in occupational healthcare: increased absenteeism and healthcare resource utilization
L. Ukkola-Vuoti, A. Karlsson, S. Tuominen, M. Lassenius +6 more
2023Scandinavian Journal of Work, Environment and Health8 citations Open access
Semantic Scholar
Documentation of the patient’s smoking status in common chronic diseases – analysis of medical narrative reports using the ULMFiT based text classification
Eve Hirvonen, A. Karlsson, T. Saaresranta, T. Laitinen
2021European Clinical Respiratory Journal4 citations Open access
Semantic Scholar
Development of self-assessed work ability among middle-aged asthma patients—a 10 year follow-up study
Eve Hirvonen, A. Karlsson, M. Kilpeläinen, A. Lindqvist +1 more
2020Journal of Asthma3 citations
Semantic Scholar
Characterization of clinicopathological features, treatment practices, and outcomes among Finnish advanced breast cancer patients in real-life clinical practice
K. Heinolainen, S. Saarinen, S. Vertuani, A. Ellonen +5 more
2023Journal of Cancer Research and Clinical Oncology2 citations Open access
Semantic Scholar
Are Breast Cancer Nomograms Still Valid to Predict the Need for Axillary Dissection?
V. Madekivi, A. Karlsson, Pia Boström, E. Salminen
2021Oncology2 citations
Semantic Scholar
The Burden Of Chronic Obstructive Pulmonary Disease (COPD) In Finland: Impact Of Disease Severity And Eosinophil Count On Healthcare Resource Utilization
A. Viinanen, M. Lassenius, I. Toppila, A. Karlsson +4 more
20191 citations
Semantic Scholar
Smoking status and survival by cancer type and treatment intent in a population-based cohort with adjustment for major prognostic factors
E. Heervä, A. Ellonen, S. Kukkurainen, T. Mikkola +9 more
2026ESMO real world data and digital oncology0 citations Open access
Semantic Scholar
the genetic etiology
C. Bellenguez, L. Kleineidam, Amin Najaf Sonia, A. Naj +337 more
20230 citations
Semantic Scholar
Abstract PS5-44: Pik3ca mutations among hormone receptor positive and HER-2 negative advanced breast cancer patients in Finland
K. Heinolainen, S. Saarinen, A. Ellonen, A. Karlsson +3 more
20210 citations
Semantic Scholar
251P Characteristics and overall survival of an advanced breast cancer cohort in Finland
A. Ellonen, K. Heinolainen, S. Saarinen, A. Karlsson +5 more
20200 citations Open access
Semantic Scholar
Validation of the GED-C point-scoring system in true Gaucher disease patients
M. Savolainen, A. Karlsson, I. Toppila, M. Lassenius +3 more
20200 citations
Semantic Scholar
PCN332 Healthcare Resource Utilization and Survival in Patients with Advanced Breast Cancer in Finland
K. Heinolainen, S. Saarinen, A. Ellonen, A. Karlsson +6 more
20200 citations Open access
Semantic Scholar
Late Breaking Abstract - Lack of stability of blood eosinophil counts in patients with COPD
W. Mazur, H. Ekroos, A. Karlsson, M. Tuovinen +2 more
2019Airway pharmacology and treatment0 citations
Semantic Scholar
Study to determine predictive potential of an algorithm for earlier diagnosis of Gaucher disease: Retrospective biobank study utilizing real-world data available in Finland
M. Savolainen, A. Karlsson, I. Toppila, Kaisa Elomaa +2 more
2019Molecular Genetics and Metabolism0 citations
Semantic Scholar
The Burden Of Chronic Obstructive Pulmonary Disease (COPD) In Finland: Impact Of Disease Severity And Eosinophil Count On Healthcare Resource Utilization
A. Viinanen, M. Lassenius, I. Toppila, A. Karlsson +4 more
20190 citations
Semantic Scholar

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