Martin Prodel

Affiliations

HEVA, Lyon, France.

ORCID: 0000-0002-4092-422X

Publications (9)

Machine Learning-Based Analysis of Treatment Sequences Typology in Advanced Non-Small-Cell Lung Cancer Long-Term Survivors Treated With Nivolumab.

JCO clinical cancer informatics

Avec: Christos Chouaïd , Valentine Grumberg , Alexandre Batisse , Romain Corre , Matteo Giaj Levra , Anne-Françoise Gaudin , Martin Prodel , Joannie Lortet-Tieulent , Jean-Baptiste Assié , Francois-Emery Cotté

Identification of profiles associated with conversions between the Alzheimer's disease stages, using a machine learning approach.

Alzheimer's research & therapy

Avec: Virginie Dauphinot , Marie Laurent , Martin Prodel , Alexandre Civet , Alexandre Vainchtock , Claire Moutet , Pierre Krolak-Salmon , Antoine Garnier-Crussard

Factors Associated With Aggressiveness of End-of-Life Care for Lung Cancer Patients and Associated Costs of Care.

Clinical lung cancer

Avec: Olivier Bylicki , Fréderic Rivière , Charlène Tournier , Florence Canoui-Poitrine , Fréderic Grassin , Jacques Margery , Martin Prodel , Alexandre Vainchtock , Jean-Baptiste Assié , Christos Chouaïd

Diagnosing Hemophagocytic Lymphohistiocytosis with Machine Learning: A Proof of Concept.

Journal of clinical medicine

Avec: Thomas El Jammal , Arthur Guerber , Martin Prodel , Maxime Fauter , Pascal Sève , Yvan Jamilloux

Automatic and Explainable Labeling of Medical Event Logs With Autoencoding.

IEEE journal of biomedical and health informatics

Avec: Hugo De Oliveira , Vincent Augusto , Baptiste Jouaneton , Ludovic Lamarsalle , Martin Prodel , Xiaolan Xie

Cost-of-illness of inflammatory bowel disease patients treated with anti-tumour necrosis factor: A French large single-centre experience.

United European gastroenterology journal

Avec: Jean Lawton , Hamza Achit , Lieven Pouillon , Emmanuelle Boschetti , Béatrice Demore , Thierry Matton , Charlène Tournier , Martin Prodel , Laurent Peyrin-Biroulet , Francis Guillemin

Innovative Approach for a Typology of Treatment Sequences in Early Stage HER2 Positive Breast Cancer Patients Treated With Trastuzumab in the French National Hospital Database.

Cancer informatics

Avec: Olivier Tredan , Marie Laurent , Melina Gilberg , Rim Ghorbal , Alexandre Vainchtock , Joannie Lortet-Tieulent , Martin Prodel , Julien Dupin

Costs and mortality associated with HIV: a machine learning analysis of the French national health insurance database.

Journal of public health research

Avec: Martin Prodel , Laurent Finkielsztejn , Laëtitia Roustand , Gaëlle Nachbaur , Lucie De Leotoing , Marie Genreau , Fabrice Bonnet , Jade Ghosn

"Bow-tie" optimal pathway discovery analysis of sepsis hospital admissions using the Hospital Episode Statistics database in England.

JAMIA open

Avec: Hugo De Oliveira , Martin Prodel , Ludovic Lamarsalle , Matt Inada-Kim , Kenny Ajayi , Julia Wilkins , Sara Sekelj , Sue Beecroft , Sally Snow , Ruth Slater , Andi Orlowski

Réseau de co-auteurs

Alexandre Vainchtock 3 collaborations

Christos Chouaïd 2 collaborations

Joannie Lortet-Tieulent 2 collaborations

Jean-Baptiste Assié 2 collaborations

Marie Laurent 2 collaborations

Charlène Tournier 2 collaborations

Hugo De Oliveira 2 collaborations

Ludovic Lamarsalle 2 collaborations

Valentine Grumberg 1 collaboration

Alexandre Batisse 1 collaboration

Romain Corre 1 collaboration

Matteo Giaj Levra 1 collaboration

Anne-Françoise Gaudin 1 collaboration

Francois-Emery Cotté 1 collaboration

Virginie Dauphinot 1 collaboration

Alexandre Civet 1 collaboration

Claire Moutet 1 collaboration

Pierre Krolak-Salmon 1 collaboration

Antoine Garnier-Crussard 1 collaboration

Olivier Bylicki 1 collaboration

Fréderic Rivière 1 collaboration

Florence Canoui-Poitrine 1 collaboration

Fréderic Grassin 1 collaboration

Jacques Margery 1 collaboration

Thomas El Jammal 1 collaboration

Arthur Guerber 1 collaboration

Maxime Fauter 1 collaboration

Pascal Sève 1 collaboration

Yvan Jamilloux 1 collaboration

Vincent Augusto 1 collaboration

Baptiste Jouaneton 1 collaboration

Xiaolan Xie 1 collaboration

Jean Lawton 1 collaboration

Hamza Achit 1 collaboration

Lieven Pouillon 1 collaboration

Emmanuelle Boschetti 1 collaboration

Béatrice Demore 1 collaboration

Thierry Matton 1 collaboration

Laurent Peyrin-Biroulet 1 collaboration

Francis Guillemin 1 collaboration

Olivier Tredan 1 collaboration

Melina Gilberg 1 collaboration

Rim Ghorbal 1 collaboration

Julien Dupin 1 collaboration

Laurent Finkielsztejn 1 collaboration

Laëtitia Roustand 1 collaboration

Gaëlle Nachbaur 1 collaboration

Lucie De Leotoing 1 collaboration

Marie Genreau 1 collaboration

Fabrice Bonnet 1 collaboration

Jade Ghosn 1 collaboration

Matt Inada-Kim 1 collaboration

Kenny Ajayi 1 collaboration

Julia Wilkins 1 collaboration

Sara Sekelj 1 collaboration

Sue Beecroft 1 collaboration

Sally Snow 1 collaboration

Ruth Slater 1 collaboration

Andi Orlowski 1 collaboration