A novel explainable approach in radiomics pipeline for local recurrence prediction of lung cancer: a feasibility study exploiting high energy physics potential to evaluate the model

Author:

Monteleone Mariagrazia1ORCID,Gennai Simone2ORCID,Govoni Pietro3ORCID,Paganelli Chiara1ORCID

Affiliation:

1. Dipartimento di Elettronica,Informazione e Bioingegneria, Politecnico di Milano, Italy

2. INFN sezione di Milano-Bicocca, Italy

3. Dipartimento di Fisica, Universita degli Studi di Milano Bicocca, Italy and INFN sezione di Milano-Bicocca, Italy

Publisher

ACM

Reference24 articles.

1. [n. d.]. Large Hadron Collider https://home.cern/science/accelerators/large-hadron-collider.

2. [n. d.]. Shap-hypetune: https://github.com/cerlymarco/shap-hypetune.

3. Sahar Mohamed Bukhari Abdelbasit. 2023. Cybersecurity Attacks Detection for MQTT-IoT Networks Using Machine Learning Ensemble Techniques. Ph. D. Dissertation. Rochester Institute of Technology.

4. Shaimaa Bakr, Olivier Gevaert, Sebastian Echegaray, Kelsey Ayers, Mu Zhou, Majid Shafiq, Hong Zheng, Jalen Anthony Benson, Weiruo Zhang, Ann NC Leung, 2018. A radiogenomic dataset of non-small cell lung cancer. Scientific data 5, 1 (2018), 1–9.

5. Shaimaa Bakr Olivier Gevaert Sebastian Echegaray Kelsey Ayers Mu Zhou Majid Shafiq Hong Zheng Weiruo Zhang Ann Leung Michael Kadoch 2017. Data for NSCLC Radiogenomics collection. The Cancer Imaging Archive.

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