MOMLIN_softwar

MOMLIN: multi-modal and -omics machine learning integration pipeline drug response prediction

%% To run the codes and reproduce the results supporting our manuscript, %% Please run the listed scripts as follows:

1. MOMLIN_example.m (from the folder, MOMLIN_softwar)

   Execution of the MOMLIN algorithm with 3-fold cross-validation

   Visualization of generated feature loading heatmap

2. result_Figure2.R (from the folder, momlin_out) # LR classification

3. result_Figure3.R (from the folder, momlin_out) # loading heatmap

4. result_Figure4.R (from the folder, momlin_out) # Multimodal biomarkers network

%==================================================================% If you have any questions, don’t hesitate to leave an email here: % Author: Md. Mamunur Rashid, < mamun.stat92@gmail.com > % 2024