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Akademický článek

A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks

Autor: De Turck F, Benoit D, Steurbaut K, Van Looy S, Verplancke T, De Moor G, Decruyenaere J

Publikováno v: BMC Medical Informatics and Decision Making, Vol 10, Iss 1, p 4 (2010)

Abstract Background Echo-state networks (ESN) are part of a group of reservoir computing methods and are basically a form of recurrent artificial neural networks (ANN). These methods can perform classification tasks on time series data. The recurrent

Externí odkaz: https://doaj.org/article/7fb9598bb15c4c7d918ee91dc06357aa

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Akademický článek

Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies

Autor: Depuydt P, Vansteelandt S, Benoit D, Van Looy S, Verplancke T, De Turck F, Decruyenaere J

Publikováno v: BMC Medical Informatics and Decision Making, Vol 8, Iss 1, p 56 (2008)

Abstract Background Several models for mortality prediction have been constructed for critically ill patients with haematological malignancies in recent years. These models have proven to be equally or more accurate in predicting hospital mortality i

Externí odkaz: https://doaj.org/article/e28ab6ec84394c3890cd51ec9cccac7c

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Evaluation of the DAS28 at week 14 or week 22 correlates best with long term attrition to infliximab therapy in rheumatoid arthritis patients

Autor: Vander Cruyssen, B., Van Looy, S., Wijns, B., Westhovens, R., Durez, P., Van Den Bosch, F., Mielants, H., De Clerck, L., Peretz, A., Malaise, M., Verbruggen, Leon, Vastesaeger, N., Geldhof, A., Boullart, L., De Keyser, F.

No abstract available

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3848::3ad39c27f72c58743f25991c404ee2c7
https://biblio.vub.ac.be/vubir/evaluation-of-the-das28-at-week-14-or-week-22-correlates-best-with-long-term-attrition-to-infliximab-therapy-in-rheumatoid-arthritis-patients(538b117d-44df-4e77-8690-121c7c0f171b).html

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Four-year follow-up of infliximab therapy in rheumtoid arthritis patients with long-standing refractory disease: attrition and long-term evolution of disease activity

Autor: Vander Cruyssen, B., Van Looy, S., Westhovens, R., Durez, P., Van Den Bosch, F., Mielants, H., De Clerck, L., Peretz, A., Malaise, M., Verbruggen, Leon, Vastesaeger, N., Geldhof, A., Boullart, Luc, De Keyser, Filip

Although there is strong evidence supporting the short-term efficacy and safety of anti-tumour necrosis factor-alpha agents, few studies have examined the long-term effects. We evaluated 511 patients with long-standing refractory rheumatoid arthritis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3848::bd23be3e660dcc9b07cbe447f3059e59
https://hdl.handle.net/20.500.14017/1cc497c9-3abc-48cd-b6de-18f824f25cbc

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DAS28 best reflects the physician's clinical judgment of response to infliximab therapy in rheumatoid arthritis patients: validation of the DAS28 score in patients under infliximab treatment

Autor: Vander Cruyssen, B., Van Looy, S., Westhovens, R., Durez, P., Van Den Bosch, F., Veys, E.m., Mielants, H., De Clerck, L., Peretz, A., Malaise, M., Verbruggen, Leon, Vastesaeger, N., Geldhof, A., Luc, Boullart

This study is based on an expanded access program in which 511 patients suffering from active refractory rheumatoid arthritis (RA) were treated with intravenous infusions of infliximab (3 mg/kg+methotrexate (MTX)) at weeks 0, 2, 6 and every 8 weeks t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3848::c27852c1a9ab2844fd0a820b8fa70a0a
https://hdl.handle.net/20.500.14017/9d85f350-ff3b-4466-a989-eb3ee92b5d82

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