Machine learning electronic health record identification of patients with rheumatoid arthritis: algorithm pipeline development and validation study TD Maarseveen, T Meinderink, MJT Reinders, J Knitza, TWJ Huizinga, ... JMIR medical informatics 8 (11), e23930, 2020 | 33 | 2020 |
Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional … TD Maarseveen, MP Maurits, E Niemantsverdriet, ... Arthritis Research & Therapy 23 (1), 174, 2021 | 13 | 2021 |
Rheumatic?—A Digital Diagnostic Decision Support Tool for Individuals Suspecting Rheumatic Diseases: A Multicenter Pilot Validation Study R Knevel, J Knitza, A Hensvold, A Circiumaru, T Bruce, S Evans, ... Frontiers in Medicine 9, 774945, 2022 | 5 | 2022 |
Is glucocorticoid bridging therapy associated with later use of glucocorticoids and biological Dmards during the disease course of patients with rheumatoid arthritis in daily … L van Ouwerkerk, SA Bergstra, TD Maarseveen, TWJ Huizinga, R Knevel, ... Seminars in Arthritis and Rheumatism 64, 152305, 2024 | 1 | 2024 |
OP0147 RHEUMATIC?-A DIGITAL DIAGNOSTIC DECISION SUPPORT TOOL FOR INDIVIDUALS SUSPECTING RHEUMATIC DISEASES: A MULTICENTER VALIDATION STUDY R Knevel, J Knitza, A Hensvold, A Circiumaru, T Bruce, S Evans, ... Annals of the Rheumatic Diseases 80 (Suppl 1), 87-88, 2021 | 1 | 2021 |
POS0589 EHR DEFINED BASELINE RA-SUBSETS CHARACTERISED BY LOCALISED JOINT INVOLVEMENT DIFFERENTIALLY ASSOCIATE WITH GENETIC RISK AND CLINICAL OUTCOMES BEYOND BASELINE TD Maarseveen, MP Maurits, S Böhringer, N Steinz, SA Bergstra, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 788-789, 2024 | | 2024 |
OP0018 DISSECTING EARLY RA PATIENT TRAJECTORIES THROUGH TIME-INDEPENDENT DISEASE STATE IDENTIFICATION IDENTIFIES DISTINCT PATTERNS DISSECTED BY INFLAMMATION IN BLOOD OR JOINTS N Steinz, TD Maarseveen, A Cope, J Isaacs, A Winkler, T Huizinga, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 187-188, 2024 | | 2024 |
POS0750 WHO PARTICIPATES IN AN ONLINE SYMPTOM CHECKER? CHARACTERISTICS, ATTRITION AND REPRESENTATIVENESS IN THE RHEUMATIC? STUDY F Zegers, L Qin, D Selani, G Gomon, TD Maarseveen, HK Glas, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 1128-1129, 2024 | | 2024 |
POS0587 EMPLOYING MACHINE LEARNING TO PREDICT RA DIAGNOSIS FROM REFERRAL LETTERS BY THE GENERAL PRACTITIONER TD Maarseveen, HK Glas, J Veris-Van Dieren, R Knevel Annals of the Rheumatic Diseases 83 (Suppl 1), 783-784, 2024 | | 2024 |
Location of joint involvement differentiates Rheumatoid arthritis into different clinical subsets TD Maarseveen, MP Maurits, S Böhringer, N Steinz, SA Bergstra, ... medRxiv, 2023.09. 19.23295482, 2023 | | 2023 |
POS1052 RHEUMATOID ARTHRITIS ASSOCIATED INTERSTITIAL LUNG DISEASE ACROSS CONTINENTS SL Heckert, T Maarseveen, ER Marges, A Chopra, D Vega-Morales, ... Annals of the Rheumatic Diseases 82 (Suppl 1), 844-844, 2023 | | 2023 |
Rheumatoid Arthritis Associated Interstitial Lung Disease Across Continents S Heckert, T Maarseveen, E Marges, A Chopra, D Vega Morales, ... ARTHRITIS & RHEUMATOLOGY 74, 487-489, 2022 | | 2022 |
Is Glucocorticoid Bridging Associated with Later Glucocorticoid and Biological DMARD Use in Patients with Rheumatoid Arthritis? L van Ouwerkerk, SA Bergstra, T Maarseveen, R Knevel, T Huizinga, ... ARTHRITIS & RHEUMATOLOGY 74, 3930-3931, 2022 | | 2022 |
POS0534 TRAJECTORY ANALYSIS OF RHEUMATOID ARTHRITIS PROGRESSION USING CLINICAL DATA D Van der Bijl, T Maarseveen, A Cope, A Yann, R Knevel Annals of the Rheumatic Diseases 81 (Suppl 1), 528-529, 2022 | | 2022 |
POS0570 UNSUPERVISED DEEP-LEARNING IDENTIFIES SIX CLINICAL SUBTYPES OF RHEUMATOID ARTHRITIS AT BASELINE THAT ASSOCIATE WITH METHOTREXATE FAILURE DURING FOLLOW-UP T Maarseveen, M Maurits, T Huizinga, M Reinders, E Van den Akker, ... Annals of the Rheumatic Diseases 81 (Suppl 1), 550-551, 2022 | | 2022 |
POS1438 FRYQ QUESTIONNAIRE DISTINGUISHES INFLAMMATORY FROM NON-INFLAMMATORY DISEASE IN NEWLY REFERRED PATIENTS R Bos, A Al Hasan, F Reimann, AM Schilder, D Zhang, F Wink, L Hendriks, ... Annals of the Rheumatic Diseases 81 (Suppl 1), 1062-1063, 2022 | | 2022 |
POS0535 QUERY ALGORITHMS AND MACHINE LEARNING METHODS AS TOOLS TO IDENTIFY COMORBIDITIES IN LARGE-SCALE FREE-TEXT BASED FIELDS: A CASE-REPORT D Rohrich, T Maarseveen, A de Boer, A den Broeder, C Popa, R Knevel Annals of the Rheumatic Diseases 80 (Suppl 1), 501-502, 2021 | | 2021 |
AB1114 HANDWORK VS MACHINE; A COMPARISON OF RHEUMATOID ARTHRITIS PATIENT POPULATIONS AS IDENTIFIED BY MACHINE-LEARNING AND CRITERIA-BASED CHART REVIEW. T Maarseveen, M Maurits, E Niemantsverdriet, T Huizinga, ... Annals of the Rheumatic Diseases 79 (Suppl 1), 1846-1847, 2020 | | 2020 |
A Validated Text-mining Algorithm to Extract Rheumatoid Arthritis Medication Contained in Format-free Fields of Electronic Medical Records T Maarseveen, T Huizinga, MJT Reinders, E van den Akker, R Knevel ARTHRITIS & RHEUMATOLOGY 71, 2019 | | 2019 |
SAT0590 AUTOMATED DIAGNOSIS EXTRACTION FROM ELECTRONIC MEDICAL RECORDS WITH MACHINE LEARNINGCLASSIFIERS T Maarseveen, T Huizinga, M Reinders, E van den Akker, R Knevel Annals of the Rheumatic Diseases 78 (Suppl 2), 1388-1389, 2019 | | 2019 |