PS4DR: a multimodal workflow for identification and prioritization of drugs based on pathway signatures

por Emon, Mohammad Asif, Domingo-Fernández, Daniel, Hoyt, Charles Tapley, Hofmann-Apitius, Martin
Publicado 2020

Using Drugs as Molecular Probes: A Computational Chemical Biology Approach in Neurodegenerative Diseases

por Emon, Mohammad Asif Emran Khan, Kodamullil, Alpha Tom, Karki, Reagon, Younesi, Erfan, Hofmann-Apitius, Martin
Publicado 2017

Using Multi-Scale Genetic, Neuroimaging and Clinical Data for Predicting Alzheimer’s Disease and Reconstruction of Relevant Biological Mechanisms

por Khanna, Shashank, Domingo-Fernández, Daniel, Iyappan, Anandhi, Emon, Mohammad Asif, Hofmann-Apitius, Martin, Fröhlich, Holger
Publicado 2018

Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders

por Sood, Meemansa, Sahay, Akrishta, Karki, Reagon, Emon, Mohammad Asif, Vrooman, Henri, Hofmann-Apitius, Martin, Fröhlich, Holger
Publicado 2020

Differences in cohort study data affect external validation of artificial intelligence models for predictive diagnostics of dementia - lessons for translation into clinical practic...

por Birkenbihl, Colin, Emon, Mohammad Asif, Vrooman, Henri, Westwood, Sarah, Lovestone, Simon, Hofmann-Apitius, Martin, Fröhlich, Holger
Publicado 2020

Deep learning for clustering of multivariate clinical patient trajectories with missing values

por de Jong, Johann, Emon, Mohammad Asif, Wu, Ping, Karki, Reagon, Sood, Meemansa, Godard, Patrice, Ahmad, Ashar, Vrooman, Henri, Hofmann-Apitius, Martin, Fröhlich, Holger
Publicado 2019

Multimodal mechanistic signatures for neurodegenerative diseases (NeuroMMSig): a web server for mechanism enrichment

por Domingo-Fernández, Daniel, Kodamullil, Alpha Tom, Iyappan, Anandhi, Naz, Mufassra, Emon, Mohammad Asif, Raschka, Tamara, Karki, Reagon, Springstubbe, Stephan, Ebeling, Christian, Hofmann-Apitius, Martin
Publicado 2017

Clustering of Alzheimer’s and Parkinson’s disease based on genetic burden of shared molecular mechanisms

por Emon, Mohammad Asif, Heinson, Ashley, Wu, Ping, Domingo-Fernández, Daniel, Sood, Meemansa, Vrooman, Henri, Corvol, Jean-Christophe, Scordis, Phil, Hofmann-Apitius, Martin, Fröhlich, Holger
Publicado 2020