Elaine Johanna Limkin

Institut Gustave Roussy — France

Medicine · Health Sciences

13h-index2.5kcitations41works2.62yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(19), Cancer Immunotherapy and Biomarkers(7), Endometrial and Cervical Cancer Treatments(7), Glioma Diagnosis and Treatment(4), Sarcoma Diagnosis and Treatment(4)

Publications41 total

Multimodal conservative local treatment based on combined brachytherapy and external beam radiation therapy for paediatric pelvic and perineal rhabdomyosarcoma
Clinical and Translational Radiation Oncology·2026Open Access
Multimodal conservative local treatment combining brachytherapy and external beam radiation therapy for paediatric pelvic and perineal rhabdomyosarcoma
SSRN Electronic Journal·2025Open Access
2790: Lymphopenia after brain radiotherapy: what is the role of lymphocyte irradiation? An in-silico model
Radiotherapy and Oncology·2024
2748: Severe lymphopenia correlates with decreased OS in patients treated with SBRT and immunotherapy
Radiotherapy and Oncology·2024
LymphoDose: a lymphocyte dose estimation framework—application to brain radiotherapy
Physics in Medicine and Biology·2024· 13 citedOpen Access
Season of radiotherapy and outcomes of head & neck cancer patients in the MACH-NC & MARCH meta-analyses
Radiotherapy and Oncology·2023· 2 citedOpen Access
Locoregional treatment of primary tumor in synchronous metastatic head and neck squamous cell carcinomas
Acta Oncologica·2023Open Access
OC-0913 Carbon footprint of the one week ultra hypofractionated breast radiotherapy workflow
Radiotherapy and Oncology·2023· 1 cited
MO-0717 Seasonality of radiotherapy efficacy for head & neck cancer patients: MACH-NC/MARCH meta-analyses
Radiotherapy and Oncology·2023
Is single fraction the future of stereotactic body radiation therapy (SBRT)? A critical appraisal of the current literature
Clinical and Translational Radiation Oncology·2023· 8 citedOpen Access
Adjuvant or Salvage Radiation Therapy for Prostate Cancer after Prostatectomy: Current Status, Controversies and Perspectives
Cancers·2022· 13 citedOpen Access
Use of an intravaginal spacer in young girls treated with brachytherapy for bladder neck rhabdomyosarcoma: Dosimetric impact for organs at risk sparing and acute tolerance
Cancer/Radiothérapie·2021· 3 cited
Performance of Conventional and Machine-Learning Approaches for the Diagnosis of Tumor Recurrence on MRI after Radiation Therapy of Brain Metastases
Austin Journal of Radiology·2021· 1 citedOpen Access
PD-0731 Improvement of a deep learning based automatic delineation model using anatomical criteria
Radiotherapy and Oncology·2021
Machine-Learning-Based Radiomics MRI Model for Survival Prediction of Recurrent Glioblastomas Treated with Bevacizumab
Diagnostics·2021· 15 citedOpen Access
PO-1722: AI-driven quality insurance for delineation in radiotherapy breast clinical trials
Radiotherapy and Oncology·2020
Improving Radiotherapy Workflow Through Implementation of Delineation Guidelines & AI-Based Annotation
International Journal of Radiation Oncology*Biology*Physics·2020· 9 cited
Dosimetric impact of an AI-based delineation software satisfying international guidelines in breast cancer radiotherapy
European Journal of Cancer·2020
Implementation of image-guided brachytherapy as part of non-surgical treatment in inoperable endometrial cancer patients
Gynecologic Oncology·2020· 23 cited
Radiomics to Predict Response to Immunotherapy: An Imminent Reality?
Future Oncology·2020· 7 cited
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Frequent Co-authors

Éric Deutsch(21), Charlotte Robert(14), Roger Sun(12), Laurent Dercle(12), Sylvain Reuzé(11), Charles Ferté(10), Antoine Schernberg(10), Cyrus Chargari(10), Samy Ammari(8), Nikos Paragios(8), Christine Haie-Méder(7), Pierre Blanchard(6), Stéphane Champiat(5), Antoine Hollebecque(5), Aurélien Marabelle(5), Christophe Massard(5), Sophie Espenel(5), Mario Terlizzi(5), Loïc Verlingue(4), David Brandão(4)