TJ Rintala, A Ghosh, V Fortino - Briefings in Bioinformatics, 2022 - academic.oup.com
The network approach is quickly becoming a fundamental building block of computational methods aiming at elucidating the mechanism of action (MoA) and therapeutic effect of …
E Liu, ZZ Zhang, X Cheng, X Liu, L Cheng - BMC Medical Genomics, 2020 - Springer
Background Pancreatic ductal adenocarcinoma (PDAC) is the most common pancreatic malignancy. Due to its wide heterogeneity, PDAC acts aggressively and responds poorly to …
This paper presents a novel approach to data clustering by introducing the Chaotic Quasi- Opposition-Based Learning Marine Predators Algorithm (CQOBLMPA). The primary …
Next-generation sequencing approaches and genome-wide studies have become essential for characterizing the mechanisms of human diseases. Consequently, many researchers …
Background: Large-scale screening of drug sensitivity on cancer cell models can mimic in vivo cellular behavior providing wider scope for biological research on cancer. Since the …
Cervical lymph node metastasis is the leading cause of poor prognosis in oral tongue squamous cell carcinoma and also occurs in the early stages. The current clinical diagnosis …
Various feature selection algorithms have been proposed to identify cancer prognostic biomarkers. In recent years, however, their reproducibility is criticized. The performance of …
Network biology has become a key tool in unravelling the mechanisms of complex diseases. Detecting dys-regulated subnetworks from molecular networks is a task that needs efficient …
Predictive genomic biomarkers, often genomic aberrations such as mutations or copynumber alterations with an associated targeted therapy (ie, actionable genomic …