Aliper, Alexander

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

Aliper, A., Plis, S., Artemov, A., Ulloa, A., Mamoshina, P., & Zhavoronkov, A. (2016) · Molecular Pharmaceutics

Computational Drug Discovery MethodsBioinformatics and Genomic Networks

Cited by 610

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare

Mamoshina, P., Ojomoko, L., Yanovich, Y., Ostrovski, A., Botezatu, A., Prikhodko, P., Izumchenko, E., Aliper, A., Romantsov, K., Zhebrak, A., et al. (2018) · Oncotarget

Blockchain Technology Applications and SecurityArtificial Intelligence in Healthcare and Education

Cited by 471

The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology

Kadurin, A., Aliper, A., Kazennov, A., Mamoshina, P., Vanhaelen, Q., Khrabrov, K., & Zhavoronkov, A. (2017) · Oncotarget

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 350

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery

Polykovskiy, D., Zhebrak, A., Vetrov, D., Ivanenkov, Y., Aladinskiy, V., Mamoshina, P., Bozdaganyan, M., Aliper, A., Zhavoronkov, A., & Kadurin, A. (2018) · Molecular Pharmaceutics

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 278

Design of efficient computational workflows for in silico drug repurposing

Vanhaelen, Q., Mamoshina, P., Aliper, A. M., Artemov, A., Lezhnina, K., Ozerov, I., Labat, I., & Zhavoronkov, A. (2017) · Drug Discovery Today

Computational Drug Discovery Methodsvaccines and immunoinformatics approaches

Cited by 150

Identification of Therapeutic Targets for Amyotrophic Lateral Sclerosis Using PandaOmics – An AI-Enabled Biological Target Discovery Platform

Pun, F. W., Liu, B. H. M., Long, X., Leung, H. W., Leung, G. H. D., Mewborne, Q. T., Gao, J., Shneyderman, A., Ozerov, I. V., Wang, J., et al. (2022) · Frontiers in Aging Neuroscience

Amyotrophic Lateral Sclerosis ResearchComputational Drug Discovery Methods

Cited by 115

Vive la radiorésistance!: converging research in radiobiology and biogerontology to enhance human radioresistance for deep space exploration and colonization

Cortese, F., Klokov, D., Osipov, A., Stefaniak, J., Moskalev, A., Schastnaya, J., Cantor, C., Aliper, A., Mamoshina, P., Ushakov, I., et al. (2018) · Oncotarget

Effects of Radiation ExposureSpaceflight effects on biology

Cited by 83

Pathway activation profiling reveals new insights into Age-related Macular Degeneration and provides avenues for therapeutic interventions

Makarev, E., Cantor, C., Zhavoronkov, A., Buzdin, A., Aliper, A., & Csoka, A. B. (2014) · Aging

Retinal Diseases and TreatmentsRetinal Development and Disorders

Cited by 50