Breast cancer remains a leading cause of cancer-related mortality in women, reflecting profound disease heterogeneity, metastasis, and therapeutic resistance. Over the last …
TJ Whelan, S Smith, S Parpia, AW Fyles… - … England Journal of …, 2023 - Mass Medical Soc
Background Adjuvant radiotherapy is prescribed after breast-conserving surgery to reduce the risk of local recurrence. However, radiotherapy is inconvenient, costly, and associated …
Breast cancers are complex cellular ecosystems where heterotypic interactions play central roles in disease progression and response to therapy. However, our knowledge of their …
S Łukasiewicz, M Czeczelewski, A Forma, J Baj… - Cancers, 2021 - mdpi.com
Simple Summary Breast cancer is the most common cancer among women. It is estimated that 2.3 million new cases of BC are diagnosed globally each year. Based on mRNA gene …
Deep learning is a subdiscipline of artificial intelligence that uses a machine learning technique called artificial neural networks to extract patterns and make predictions from …
LA Huppert, O Gumusay, D Idossa… - CA: a cancer journal for …, 2023 - Wiley Online Library
Hormone receptor (HR)‐positive and human epidermal growth factor receptor 2 (HER2)‐ negative breast cancer is defined by the presence of the estrogen receptor and/or the …
Feature attributions based on the Shapley value are popular for explaining machine learning models. However, their estimation is complex from both theoretical and …
CE Holbert, MT Cullen, RA Casero Jr… - Nature Reviews …, 2022 - nature.com
The natural mammalian polyamines putrescine, spermidine and spermine are essential for both normal and neoplastic cell function and replication. Dysregulation of metabolism of …
X Xu, M Zhang, F Xu, S Jiang - Molecular cancer, 2020 - Springer
Wnt signaling is a highly conserved signaling pathway that plays a critical role in controlling embryonic and organ development, as well as cancer progression. Genome-wide …