Ivan Olier

Ivan Olier

Liverpool John Moores University

H-index: 24

Europe-United Kingdom

About Ivan Olier

Ivan Olier, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Liverpool John Moores University, specializes in the field of Artificial Intelligence, Data Science, Causality, Bayesian models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Impact of ECG data format on the performance of machine learning models for the prediction of myocardial infarction

Applying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?

Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous

Unlocking the potential of Artificial Intelligence in Sports Cardiology: does it have a role in evaluating athlete’s heart?

Relationship between trajectories of dietary iron intake and risk of type 2 diabetes mellitus: evidence from a prospective cohort study

Machine-learning applications for cataclysmic variable discovery in the ZTF alert stream

The association of epicardial adipose tissue volume and density with coronary calcium in HIV-positive and HIV-negative patients

Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning

Ivan Olier Information

University

Position

Senior Lecturer in Data Science

Citations(all)

2023

Citations(since 2020)

1284

Cited By

1191

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

33

i10Index(since 2020)

27

Email

University Profile Page

Liverpool John Moores University

Google Scholar

View Google Scholar Profile

Ivan Olier Skills & Research Interests

Artificial Intelligence

Data Science

Causality

Bayesian models

Top articles of Ivan Olier

Title

Journal

Author(s)

Publication Date

Impact of ECG data format on the performance of machine learning models for the prediction of myocardial infarction

Journal of Electrocardiology

Ryan AA Bellfield

Sandra Ortega-Martorell

Gregory YH Lip

David Oxborough

Ivan Olier

2024/5/1

Applying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?

arXiv preprint arXiv:2405.00102

Andrea Sante

Andreea S Font

Sandra Ortega-Martorell

Ivan Olier

Ian G McCarthy

2024/4/30

Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous

NMR in Biomedicine

Gülnur Ungan

Albert Pons‐Escoda

Daniel Ulinic

Carles Arús

Sandra Ortega‐Martorell

...

2024/1/11

Unlocking the potential of Artificial Intelligence in Sports Cardiology: does it have a role in evaluating athlete’s heart?

Stefano Palermi

Marco Vecchiato

Andrea Saglietto

David Niederseer

David Oxborough

...

2024/1/10

Relationship between trajectories of dietary iron intake and risk of type 2 diabetes mellitus: evidence from a prospective cohort study

Nutrition journal

Ruoting Wang

Yingxin Liu

Lehana Thabane

Ivan Olier

Likang Li

...

2024/12

Machine-learning applications for cataclysmic variable discovery in the ZTF alert stream

Monthly Notices of the Royal Astronomical Society

D Mistry

CM Copperwheat

MJ Darnley

I Olier

2024/1

The association of epicardial adipose tissue volume and density with coronary calcium in HIV-positive and HIV-negative patients

Journal of Infection

Thomas Heseltine

Elen Hughes

Jean Mattew

Scott Murray

Sandra Ortega-Martorell

...

2023/4/1

Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning

Algorithms

Nosa Aikodon

Sandra Ortega-Martorell

Ivan Olier

2023/12/22

How to open a black box classifier for tabular data

Algorithms

Bradley Walters

Sandra Ortega-Martorell

Ivan Olier

Paulo JG Lisboa

2023/3/27

Mapping the global free expression landscape using machine learning

SN Applied Sciences

Sandra Ortega-Martorell

Ryan AA Bellfield

Steve Harrison

Drewery Dyke

Nik Williams

...

2023/12

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

Frontiers in Medicine

Sandra Ortega-Martorell

Ivan Olier

Brian W Johnston

Ingeborg D Welters

2023

Causal inference and observational data

BMC Medical Research Methodology

Ivan Olier

Yiqiang Zhan

Xiaoyu Liang

Victor Volovici

2023/10/11

Tracking Therapy Response in Glioblastoma Using 1D Convolutional Neural Networks

Cancers

Sandra Ortega-Martorell

Ivan Olier

Orlando Hernandez

Paula D Restrepo-Galvis

Ryan AA Bellfield

...

2023/8/7

Relationship between remnant cholesterol and risk of heart failure in participants with diabetes mellitus: Reply

European Heart Journal-Quality of Care and Clinical Outcomes

Ruoting Wang

Hertzel C Gerstein

Harriette GC Van Spall

Gregory YH Lip

Ivan Olier

...

2023/8

Towards interpretable machine learning for clinical decision support

Bradley Walters

Sandra Ortega-Martorell

Ivan Olier

Paulo JG Lisboa

2022/7/18

The athlete’s heart and machine learning: a review of current implementations and gaps for future research

Ryan AA Bellfield

Sandra Ortega-Martorell

Gregory YH Lip

David Oxborough

Ivan Olier

2022/11/8

In-hospital mortality of sepsis differs depending on the origin of infection: an investigation of predisposing factors

Frontiers in medicine

Mark Pieroni

Ivan Olier

Sandra Ortega-Martorell

Brian W Johnston

Ingeborg D Welters

2022/7/13

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

PloS one

Philippa Grace McCabe

Paulo Lisboa

Bill Baltzopoulos

Ivan Olier

2022/7/1

Development of a risk prediction model for new episodes of atrial fibrillation in medical-surgical critically ill patients using the AmsterdamUMCdb

Frontiers in cardiovascular medicine

Sandra Ortega-Martorell

Mark Pieroni

Brian W Johnston

Ivan Olier

Ingeborg D Welters

2022/5/13

New use for an old drug: Metformin and atrial fibrillation

Cell Reports Medicine

Manlio Vinciguerra

Ivan Olier

Sandra Ortega-Martorell

Gregory YH Lip

2022/12/20

See List of Professors in Ivan Olier University(Liverpool John Moores University)

Co-Authors

H-index: 87
Mamas Mamas

Mamas Mamas

Keele University

H-index: 80
Darren Ashcroft

Darren Ashcroft

Manchester University

H-index: 73
david reeves

david reeves

Manchester University

H-index: 72
Evangelos Kontopantelis

Evangelos Kontopantelis

Manchester University

H-index: 58
Ross D. King

Ross D. King

Chalmers tekniska högskola

H-index: 43
Crina Grosan

Crina Grosan

Brunel University London

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