Biodata Mining

Papers
(The H4-Index of Biodata Mining is 16. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation348
Identification of the active substances and mechanisms of ginger for the treatment of colon cancer based on network pharmacology and molecular docking52
ChatGPT and large language models in academia: opportunities and challenges48
Deep learning methods improve linear B-cell epitope prediction43
ISLAND: in-silico proteins binding affinity prediction using sequence information35
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification33
Exploring active ingredients and function mechanisms of Ephedra-bitter almond for prevention and treatment of Corona virus disease 2019 (COVID-19) based on network pharmacology29
Deep learning-based ovarian cancer subtypes identification using multi-omics data29
Examining the effector mechanisms of Xuebijing injection on COVID-19 based on network pharmacology28
Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making25
Indels in SARS-CoV-2 occur at template-switching hotspots23
Network pharmacology reveals the multiple mechanisms of Xiaochaihu decoction in the treatment of non-alcoholic fatty liver disease20
Evaluation of different approaches for missing data imputation on features associated to genomic data19
Acoustic and language analysis of speech for suicidal ideation among US veterans18
A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions18
Application of network pharmacology and molecular docking to elucidate the potential mechanism of Eucommia ulmoides-Radix Achyranthis Bidentatae against osteoarthritis16
0.018738985061646