Chloé-Agathe Azencott

About Chloé-Agathe Azencott

Chloé-Agathe Azencott, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at MINES ParisTech,

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

Concomitant medication, comorbidity and survival in patients with breast cancer

Advancing Drug-Target Interactions Prediction: Leveraging a Large-Scale Dataset with a Rapid and Robust Chemogenomic Algorithm.

Non-invasive multi-cancer diagnosis using DNA hypomethylation of LINE-1 retrotransposons

A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection

Abstract P3-07-06: Comedications at Breast Cancer diagnosis impact overall survival: results from the ADRENALINE (Atlas for DRug and brEast caNcer survivAL INtEraction) study …

pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods

Assessing Random Forest self-reproducibility for optimal short biomarker signature discovery

Detection of genes with differential expression dispersion unravels the role of autophagy in cancer progression

Chloé-Agathe Azencott Information

University

Position

___

Citations(all)

1530

Citations(since 2020)

939

Cited By

975

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

17

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Top articles of Chloé-Agathe Azencott

Title

Journal

Author(s)

Publication Date

Concomitant medication, comorbidity and survival in patients with breast cancer

Nature Communications

Elise Dumas

Beatriz Grandal Rejo

Paul Gougis

Sophie Houzard

Judith Abécassis

...

2024/4/5

Advancing Drug-Target Interactions Prediction: Leveraging a Large-Scale Dataset with a Rapid and Robust Chemogenomic Algorithm.

bioRxiv

Gwenn Guichaoua

Philippe Pinel

Brice Hoffmann

Chloe-Agathe Azencott

Veronique Stoven

2024

Non-invasive multi-cancer diagnosis using DNA hypomethylation of LINE-1 retrotransposons

medRxiv

Marc Michel

Maryam Heidary

Anissa Mechri

Kevin Da Silva

Marine Gorse

...

2024

A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection

STAR protocols

Héctor Climente-González

Chloé-Agathe Azencott

Makoto Yamada

2023/3/3

Abstract P3-07-06: Comedications at Breast Cancer diagnosis impact overall survival: results from the ADRENALINE (Atlas for DRug and brEast caNcer survivAL INtEraction) study …

Cancer Research

Elise Dumas

Beatriz Grandal

Paul Gougis

Sophie Houzard

Aurélien Latouche

...

2023/3/1

pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods

BMC bioinformatics

Abdelkader Behdenna

Maximilien Colange

Julien Haziza

Aryo Gema

Guillaume Appé

...

2023/12/7

Assessing Random Forest self-reproducibility for optimal short biomarker signature discovery

biorxiv

Christophe Poulet

Ahmed Debit

Claire Josse

Guy Jerusalem

Chloe-Agathe Azencott

...

2023

Detection of genes with differential expression dispersion unravels the role of autophagy in cancer progression

PLoS Computational Biology

Christophe Le Priol

Chloé-Agathe Azencott

Xavier Gidrol

2023/3/9

Where Do We Stand in Regularization for Life Science Studies?

Journal of Computational Biology

Veronica Tozzo

Chloe-agathe Azencott

Samuele Fiorini

Emanuele Fava

Andrea Trucco

...

2022/3/1

The French Early Breast Cancer Cohort (FRESH): a resource for breast cancer research and evaluations of oncology practices based on the French National Healthcare System …

Cancers

Elise Dumas

Lucie Laot

Florence Coussy

Beatriz Grandal Rejo

Eric Daoud

...

2022/5/27

Introduction au Machine Learning-2e éd.

Chloé-Agathe Azencott

2022/2/2

Interpretable network-guided epistasis detection

GigaScience

Diane Duroux

Héctor Climente-González

Chloé-Agathe Azencott

Kristel Van Steen

2022

A systematic analysis of gene–gene interaction in multiple sclerosis

BMC Medical Genomics

Lotfi Slim

Clément Chatelain

Hélène de Foucauld

Chloé-Agathe Azencott

2022/4/30

EDEN: An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data

arXiv preprint arXiv:2211.08077

Elise Dumas

Anne-Sophie Hamy

Sophie Houzard

Eva Hernandez

Aullène Toussaint

...

2022/11/15

Dynamic risk prediction of 30-day mortality in patients with advanced lung cancer: comparing five machine learning approaches

JCO Clinical Cancer Informatics

Charles Vesteghem

Weronika M Szejniuk

Rasmus F Brøndum

Ursula G Falkmer

Chloé-Agathe Azencott

...

2022/11

ADRENALINE, an atlas for drug and breast cancer survival interaction: Comedications at diagnosis and impact on breast cancer mortality of the French breast cancer cohort (n …

Cancer Research

Elise Dumas

Beatriz Grandal

Lucie Laot

Eric Daoud

Lidia Delrieu

...

2022/6/15

CAMION: a catchment area maximization algorithm, with application to oncology accessibility in metropolitan France

E Daoud

A Hamy

E Dumas

L Delrieu

BG Rejo

...

2021/10/1

Nonlinear post-selection inference for genome-wide association studies

Lotfi Slim

Clément Chatelain

Chloé-Agathe Azencott

2021

Target identification of drug candidates with machine-learning algorithms: how choosing negative examples for training

bioRxiv

Matthieu Najm

Chloé-Agathe Azencott

Benoit Playe

Véronique Stoven

2021/4/6

Disparities in accessibility to oncology care centers in France

medRxiv

Eric Daoud

Anne-Sophie Hamy-Petit

Elise Dumas

Lidia Delrieu

Beatriz Grandal Rejo

...

2021/10/1

See List of Professors in Chloé-Agathe Azencott University(MINES ParisTech)