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S. Michiels · SciRah

Researcher profile · Semantic Scholar

S. Michiels

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S. Michiels — researcher profile on SciRah

h-index: 81
Works: 417
Citations: 27K

Most-cited papers

The tale of TILs in breast cancer: A report from The International Immuno-Oncology Biomarker Working Group
K. El Bairi, H. R. Haynes, E. Blackley, S. Fineberg +70 more
2021npj Breast Cancer236 citations Open access
Semantic Scholar
The journey of tumor infiltrating lymphocytes (TIL) as a biomarker in breast cancer: clinical utility in an era of checkpoint inhibition.
S. Loi, S. Michiels, S. Adams, S. Loibl +3 more
2021Annals of Oncology221 citations Open access
Semantic Scholar
Biomarker Discovery and Validation: Statistical Considerations
F. Ou, S. Michiels, Y. Shyr, A. Adjei +1 more
2021Journal of Thoracic Oncology209 citations Open access
Semantic Scholar
The European MAPPYACTS Trial: Precision Medicine Program in Pediatric and Adolescent Patients with Recurrent Malignancies
P. Berlanga, G. Pierron, L. Lacroix, Mathieu Chicard +25 more
2022Cancer Discovery148 citations Open access
Semantic Scholar
Serum Detection of Nonadherence to Adjuvant Tamoxifen and Breast Cancer Recurrence Risk
B. Pistilli, A. Paci, A. Ferreira, A. di Meglio +26 more
2020Journal of Clinical Oncology130 citations Open access
Semantic Scholar
Prognostic Value of Stromal Tumor-Infiltrating Lymphocytes in Young, Node-Negative, Triple-Negative Breast Cancer Patients Who Did Not Receive (neo)Adjuvant Systemic Therapy
V. D. de Jong, Yuwei Wang, N. T. ter Hoeve, M. Opdam +32 more
2022Journal of Clinical Oncology103 citations Open access
Semantic Scholar
Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges
J. Rahnenführer, R. de Bin, A. Benner, F. Ambrogi +7 more
2023BMC Medicine101 citations Open access
Semantic Scholar
High p16 expression and heterozygous RB1 loss are biomarkers for CDK4/6 inhibitor resistance in ER+ breast cancer
M. Palafox, L. Monserrat, M. Bellet, G. Villacampa +34 more
2021Nature Communications97 citations Open access
Semantic Scholar
Molecular mechanisms of resistance to BRAF and MEK inhibitors in BRAFV600E non-small cell lung cancer.
F. Facchinetti, L. Lacroix, L. Mezquita, J. Scoazec +15 more
2020European Journal of Cancer88 citations Open access
Semantic Scholar
CustOmics: A versatile deep-learning based strategy for multi-omics integration
H. Benkirane, Y. Pradat, S. Michiels, P. Cournède
2022PLoS Comput. Biol.82 citations Open access
Semantic Scholar
Tumor infiltrating lymphocyte stratification of prognostic staging of early-stage triple negative breast cancer
S. Loi, R. Salgado, S. Adams, G. Pruneri +19 more
2022npj Breast Cancer71 citations Open access
Semantic Scholar
Resistance to selective FGFR inhibitors in FGFR-driven urothelial cancer
F. Facchinetti, A. Hollebecque, F. Brayé, D. Vasseur +18 more
2023Cancer Discovery60 citations Open access
Semantic Scholar
Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer
D. Page, G. Broeckx, C. Jahangir, Sara Verbandt +130 more
2023Journal of Pathology57 citations Open access
Semantic Scholar
Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer
J. Thagaard, G. Broeckx, D. Page, C. Jahangir +138 more
2023Journal of Pathology54 citations Open access
Semantic Scholar
Dynamics of Long-Term Patient-Reported Quality of Life and Health Behaviors After Adjuvant Breast Cancer Chemotherapy
A. di Meglio, J. Havas, A. Gbenou, E. Martin +21 more
2022Journal of Clinical Oncology54 citations Open access
Semantic Scholar
Long-Term Longitudinal Patterns of Patient-Reported Fatigue After Breast Cancer: A Group-Based Trajectory Analysis
I. Vaz-Luis, A. di Meglio, J. Havas, M. El-Mouhebb +19 more
2022Journal of Clinical Oncology53 citations Open access
Semantic Scholar
Development and Validation of a Predictive Model of Severe Fatigue After Breast Cancer Diagnosis: Toward a Personalized Framework in Survivorship Care
A. di Meglio, J. Havas, Davide Soldato, D. Presti +19 more
2022Journal of Clinical Oncology49 citations Open access
Semantic Scholar
Characterization of Depressive Symptoms Trajectories After Breast Cancer Diagnosis in Women in France
C. Charles, A. Bardet, A. Larive, P. Gorwood +25 more
2022JAMA Network Open47 citations Open access
Semantic Scholar
Impact of COVID-19 on healthcare organisation and cancer outcomes
A. Bardet, A. Fraslin, J. Marghadi, I. Borget +17 more
2021European Journal of Cancer42 citations Open access
Semantic Scholar
Single cell DNA-seq depicts clonal evolution of multiple driver alterations in osimertinib resistant patients.
J. Chen, F. Facchinetti, F. Brayé, A. Yurchenko +18 more
2022Annals of Oncology38 citations Open access
Semantic Scholar
Predictive role of CD36 expression in HER2-positive breast cancer patients receiving neoadjuvant trastuzumab.
F. Ligorio, S. Di Cosimo, P. Verderio, C. M. Ciniselli +27 more
2022Journal of the National Cancer Institute31 citations Open access
Semantic Scholar
Low level of Fibrillarin, a ribosome biogenesis factor, is a new independent marker of poor outcome in breast cancer
Flora Nguyen Van Long, A. Lardy-Cléaud, D. Carène, C. Rossoni +27 more
2022BMC Cancer28 citations Open access
Semantic Scholar
Feasibility and first reports of the MATCH-R repeated biopsy trial at Gustave Roussy
G. Recondo, L. Mahjoubi, A. Maillard, Y. Loriot +30 more
2020npj Precision Oncology27 citations Open access
Semantic Scholar
Evaluating methods for Lasso selective inference in biomedical research: a comparative simulation study
M. Kammer, D. Dunkler, S. Michiels, G. Heinze
2020BMC Medical Research Methodology24 citations Open access
Semantic Scholar
189O A phase II study of patritumab deruxtecan (HER3-DXd), in patients (pts) with advanced breast cancer (ABC), with biomarker analysis to characterize response to therapy (ICARUS-BREAST01)
B. Pistilli, N. Ibrahimi, M. Lacroix-Triki, V. D'Hondt +16 more
2023ESMO Open23 citations Open access
Semantic Scholar
Changes in weight, physical and psychosocial patient-reported outcomes among obese women receiving treatment for early-stage breast cancer: A nationwide clinical study
A. di Meglio, S. Michiels, L. Jones, M. El-Mouhebb +17 more
2020Breast23 citations Open access
Semantic Scholar
Accounting for grouped predictor variables or pathways in high-dimensional penalized Cox regression models
S. Belhechmi, R. de Bin, F. Rotolo, S. Michiels
2020BMC Bioinformatics22 citations Open access
Semantic Scholar
Genomic profiling of metastatic castration-resistant prostate cancer samples resistant to androgen-receptor pathway inhibitors.
N. Menssouri, L. Poiraudeau, C. Helissey, L. Bigot +32 more
2023Clinical Cancer Research21 citations Open access
Semantic Scholar
Prediction of Breast Cancer Treatment–Induced Fatigue by Machine Learning Using Genome-Wide Association Data
Sangkyun Lee, J. Deasy, J. Oh, A. di Meglio +19 more
2020JNCI Cancer Spectrum20 citations Open access
Semantic Scholar
Predictive classifier for intensive treatment of head and neck cancer
K. Zakeri, F. Rotolo, B. Lacas, L. Vitzthum +17 more
2020Cancer19 citations Open access
Semantic Scholar
Interobserver Agreement of PD-L1/SP142 Immunohistochemistry and Tumor-Infiltrating Lymphocytes (TILs) in Distant Metastases of Triple-Negative Breast Cancer: A Proof-of-Concept Study. A Report on Behalf of the International Immuno-Oncology Biomarker Working Group
M. V. Van Bockstal, Maxine Cooks, I. Nederlof, M. Brinkhuis +28 more
2021Cancers18 citations Open access
Semantic Scholar
Determinants of use of oral complementary-alternative medicine among women with early breast cancer: a focus on cancer-related fatigue
P. Lapidari, N. Djehal, J. Havas, A. Gbenou +16 more
2021Breast Cancer Research and Treatment16 citations Open access
Semantic Scholar
Integrating expert's knowledge constraint of time dependent exposures in structure learning for Bayesian networks
V. Asvatourian, P. Leray, S. Michiels, E. Lanoy
2020Artif. Intell. Medicine16 citations Open access
Semantic Scholar
Molecular analysis for refractory rare cancers: sequencing battle continues: learnings for the MOSCATO-01 study.
V. Debien, S. Vignot, C. Massard, G. Malouf +4 more
2022Critical reviews in oncology/hematology14 citations Open access
Semantic Scholar
Informing the development of multidisciplinary interventions to help breast cancer patients return to work: a qualitative study
E. Martin, A. di Meglio, G. Menvielle, Johanna Arvis +5 more
2022Supportive Care in Cancer13 citations Open access
Semantic Scholar
A phase III randomized trial of weight loss to reduce cancer-related fatigue among overweight and obese breast cancer patients: MEDEA Study design
A. di Meglio, E. Martin, Tracy E. Crane, C. Charles +20 more
2022Trials13 citations Open access
Semantic Scholar
Individual patient data meta-analysis of neoadjuvant chemotherapy followed by surgery versus upfront surgery for carcinoma of the oesophagus or the gastro-oesophageal junction.
M. Faron, Armel Maurice Cheugoua-Zanetsie, P. Thirion, M. Nankivell +19 more
2021European Journal of Cancer13 citations Open access
Semantic Scholar
Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients
A. Fung, M. Karimi, S. Michiels, L. Seymour +9 more
2021Translational Lung Cancer Research12 citations Open access
Semantic Scholar
Quality‐of‐life assessment in French patients with metastatic melanoma in real life
M. Kandel, S. Dalle, A. Bardet, C. Allayous +23 more
2020Cancer12 citations Open access
Semantic Scholar
Association between physical activity and neoadjuvant chemotherapy completion and pathologic complete response in primary breast cancer: the CANTO study
Jennifer L Baker, A. di Meglio, A. Gbenou, M. El Mouhebb +16 more
2022British Journal of Cancer11 citations Open access
Semantic Scholar
EPAC-lung: European pooled analysis of the prognostic value of circulating tumour cells in small cell lung cancer
Victoria Foy, C. Lindsay, A. Carmel, F. Fernandez-Gutierrez +18 more
2021Translational Lung Cancer Research11 citations Open access
Semantic Scholar
Validation of a new fully automated software for 2D digital mammographic breast density evaluation in predicting breast cancer risk
P. Giorgi Rossi, O. Djuric, V. Hélin, S. Astley +12 more
2021Scientific Reports10 citations Open access
Semantic Scholar
Prospective Multicenter Study Validate a Prediction Model for Surgery Uptake Among Women with Atypical Breast Lesions
C. Uzan, C. Mazouni, C. Rossoni, B. de Korvin +21 more
2020Annals of Surgical Oncology10 citations Open access
Semantic Scholar
Uptake of Recommendations for Posttreatment Cancer-Related Fatigue Among Breast Cancer Survivors.
A. di Meglio, C. Charles, E. Martin, J. Havas +20 more
2022The Journal of the National Comprehensive Cancer Network9 citations Open access
Semantic Scholar
Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis
H. Benkirane, M. Vakalopoulou, S. Christodoulidis, I. Garberis +2 more
2022ML4H@NeurIPS9 citations
Semantic Scholar
Do tumor infiltrating lymphocytes (TILs) predict benefits from trastuzumab therapy for HER2 positive breast cancer? Meta-analysis of individual patient data from 4097 women in 5 trials.
R. Hills, Rosie Bradley, J. Braybrooke, R. Gray +16 more
2023Journal of Clinical Oncology8 citations
Semantic Scholar
Comprehensive genome profiling in patients with metastatic non-small cell lung cancer: the precision medicine phase 2 randomized SAFIR02-Lung trial.
F. Barlesi, P. Tomasini, M. Karimi, S. Michiels +30 more
2022Clinical Cancer Research8 citations Open access
Semantic Scholar
Association of Adherence to Endocrine Therapy Among Patients With Breast Cancer and Potential Drug-Drug Interactions
E. Rassy, A. Bardet, O. Bougacha, L. Gantzer +5 more
2022JAMA Network Open8 citations Open access
Semantic Scholar
Abstract PD9-05: Stromal tumor-infiltrating lymphocytes identify early-stage triple-negative breast cancer patients with favorable outcomes at 10-year follow-up in the absence of systemic therapy: a pooled analysis of 1835 patients
R. Leon-Ferre, S. Jonas, R. Salgado, S. Loi +27 more
2023Cancer Research7 citations
Semantic Scholar
Abstract OT2-10-02: Mypebs: An international randomized study comparing personalized, risk-stratified to standard breast cancer screening in women aged 40-70
S. Delaloge, P. G. Rossi, M. Guindy, F. Gilbert +21 more
2022Cancer Research7 citations
Semantic Scholar

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