Causal inference and observational data

por Olier, Ivan, Zhan, Yiqiang, Liang, Xiaoyu, Volovici, Victor
Publicado 2023

Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer

por Lisboa, Paulo J. G., Ortega-Martorell, Sandra, Olier, Ivan
Publicado 2020

SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system

por Ortega-Martorell, Sandra, Olier, Iván, Julià-Sapé, Margarida, Arús, Carles
Publicado 2010

Externally validated models for first diagnosis and risk of progression of knee osteoarthritis

por McCabe, Philippa Grace, Lisboa, Paulo, Baltzopoulos, Bill, Olier, Ivan
Publicado 2022

Sepsis-induced coagulopathy is associated with new episodes of atrial fibrillation in patients admitted to critical care in sinus rhythm

por Ortega-Martorell, Sandra, Olier, Ivan, Johnston, Brian W., Welters, Ingeborg D.
Publicado 2023

rEHR: An R package for manipulating and analysing Electronic Health Record data

por Springate, David A., Parisi, Rosa, Olier, Ivan, Reeves, David, Kontopantelis, Evangelos
Publicado 2017

How machine learning is impacting research in atrial fibrillation: implications for risk prediction and future management

por Olier, Ivan, Ortega-Martorell, Sandra, Pieroni, Mark, Lip, Gregory Y H
Publicado 2021

New use for an old drug: Metformin and atrial fibrillation

por Vinciguerra, Manlio, Olier, Ivan, Ortega-Martorell, Sandra, Lip, Gregory Y.H.
Publicado 2022

Development of a Risk Prediction Model for New Episodes of Atrial Fibrillation in Medical-Surgical Critically Ill Patients Using the AmsterdamUMCdb

por Ortega-Martorell, Sandra, Pieroni, Mark, Johnston, Brian W., Olier, Ivan, Welters, Ingeborg D.
Publicado 2022

In-Hospital Mortality of Sepsis Differs Depending on the Origin of Infection: An Investigation of Predisposing Factors

por Pieroni, Mark, Olier, Ivan, Ortega-Martorell, Sandra, Johnston, Brian W., Welters, Ingeborg D.
Publicado 2022

The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses

por Pérez-Ruiz, Alexander, Julià-Sapé, Margarida, Mercadal, Guillem, Olier, Iván, Majós, Carles, Arús, Carles
Publicado 2010

Embedding MRI information into MRSI data source extraction improves brain tumour delineation in animal models

por Ortega-Martorell, Sandra, Candiota, Ana Paula, Thomson, Ryan, Riley, Patrick, Julia-Sape, Margarida, Olier, Ivan
Publicado 2019

Enhanced survival prediction using explainable artificial intelligence in heart transplantation

por Lisboa, Paulo J. G., Jayabalan, Manoj, Ortega-Martorell, Sandra, Olier, Ivan, Medved, Dennis, Nilsson, Johan
Publicado 2022

The Athlete’s Heart and Machine Learning: A Review of Current Implementations and Gaps for Future Research

por Bellfield, Ryan A. A., Ortega-Martorell, Sandra, Lip, Gregory Y. H., Oxborough, David, Olier, Ivan
Publicado 2022

ClinicalCodes: An Online Clinical Codes Repository to Improve the Validity and Reproducibility of Research Using Electronic Medical Records

por Springate, David A., Kontopantelis, Evangelos, Ashcroft, Darren M., Olier, Ivan, Parisi, Rosa, Chamapiwa, Edmore, Reeves, David
Publicado 2014

Meta-QSAR: a large-scale application of meta-learning to drug design and discovery

por Olier, Ivan, Sadawi, Noureddin, Bickerton, G. Richard, Vanschoren, Joaquin, Grosan, Crina, Soldatova, Larisa, King, Ross D.
Publicado 2017

Association between metabolically healthy obesity and risk of atrial fibrillation: taking physical activity into consideration

por Wang, Ruoting, Olier, Ivan, Ortega-Martorell, Sandra, Liu, Yingxin, Ye, Zebing, Lip, Gregory YH, Li, Guowei
Publicado 2022

Inequalities in physical comorbidity: a longitudinal comparative cohort study of people with severe mental illness in the UK

por Reilly, Siobhan, Olier, Ivan, Planner, Claire, Doran, Tim, Reeves, David, Ashcroft, Darren M, Gask, Linda, Kontopantelis, Evangelos
Publicado 2015

Primary care consultation rates among people with and without severe mental illness: a UK cohort study using the Clinical Practice Research Datalink

por Kontopantelis, Evangelos, Olier, Ivan, Planner, Claire, Reeves, David, Ashcroft, Darren M, Gask, Linda, Doran, Tim, Reilly, Siobhan
Publicado 2015

Tracking Therapy Response in Glioblastoma Using 1D Convolutional Neural Networks

por Ortega-Martorell, Sandra, Olier, Ivan, Hernandez, Orlando, Restrepo-Galvis, Paula D., Bellfield, Ryan A. A., Candiota, Ana Paula
Publicado 2023