Research Explorer

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Researcher

Stijn Van Looy

Awards & Distinctions

15 Results

2013

Time series classification for the prediction of dialysis in critically ill patients using echo state networks

Femke OngenaeStijn Van LooyDavid VerstraetenThierry VerplanckeDominique BenoitFilip De TurckTom DhaeneBenjamin SchrauwenJohan Decruyenaere

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2010

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

Thierry VerplanckeStijn Van LooyKristof SteurbautDominique BenoitFilip De TurckGeorges De MoorJohan Decruyenaere

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

2008

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

Thierry VerplanckeStijn Van LooyDominique BenoitStijn VansteelandtPieter DepuydtFilip De TurckJohan Decruyenaere

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

2007

A novel approach for prediction of tacrolimus blood concentration in liver transplantation patients in the intensive care unit through support vector regression

Stijn Van LooyThierry VerplanckeDOMINIQUE BENOITEric HosteGeorges Van MaeleFilip De TurckJohan Decruyenaere

A1 Journal Article in CRITICAL CARE

2006

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

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZFilip Van den BoschHerman MielantsL DE CLERCKA PERETZM MALAISE et al.

A1 Journal Article in ARTHRITIS RESEARCH & THERAPY

Prediction of dose escalation for rheumatoid arthritis patients under infliximab treatment

Stijn Van LooyBert Vander CruyssenJeroen MeeusBart WynsR WESTHOVENSP DUREZFilip Van den BoschN VASTESAEGERA GELDHOFLuc Boullart et al.

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2005

Comparing statistics with machine learning models to predict dose increase of infliximab for rheumatoid arthritis patients

Stijn Van LooyBert Vander CruyssenBart WynsJeroen MeeusFilip De KeyserLuc Boullart

Comparison of Machine Learning models for prediction of dose increase in patients with rheumatoid arthritis

Stijn Van LooyJeroen MeeusBart WynsBert Vander CruyssenLuc BoullartFilip De Keyser

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

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZM MALAISEL VERBRUGGENN VASTESAEGERA GELDHOFLuc Boullart et al.

A1 Journal Article in ARTHRITIS RESEARCH & THERAPY

DAS28 is a robust measure of the physician's clinical judgment of response infliximab therapy

Bert Vander CruyssenStijn Van LooyBart WynsR WESTHOVENSP DUREZF VAN DEN BOSHEric VeysHerman MielantsLISELOTTE DE CLERCKA PERETZ et al.

Das28 correlates best with the physician's clinical judgment of response to infliximab therapy in rheumatoid arthritis patients

Bert Vander CruyssenStijn Van LooyR WESTHOVENSP DUREZFilip Van den BoschEM VEYSL DE CLERCKA PERETZM MALAISEJ DEVOGELAER et al.

Feature selection in the prediction of Infliximab dose increase

Stijn Van LooyJeroen MeeusBart WynsBert Vander CruyssenFilip De KeyserLuc Boullart

2004

Building decision tree classifiers using a Kohonen self-organizing map

Stijn Van LooyBart WynsLuc BoullartDominique BaetenIlse HoffmanFilip De Keyser

Identification of synovial histopathological parameters for diagnostic classification of inflammatory arthritis by SAM analysis and neural networks

Dominique BaetenBart WynsStijn Van LooyIlse HoffmanEric VeysLuc BoullartFilip De Keyser

Weight analysis of a topological map to determine parameter importance

Bart WynsStijn Van LooyLuc BoullartDominique BaetenIlse HoffmanFilip De Keyser