Akshay Balsubramani

Publications by Year

Research Areas

Imbalanced Data Classification Techniques, Machine Learning and Algorithms, Statistical Methods and Inference, Single-cell and spatial transcriptomics, Machine Learning and Data Classification

Most-Cited Works

• → The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution(2020)574 cited
• → A genome-wide atlas of co-essential modules assigns function to uncharacterized genes(2021)224 cited
• → Integrative single-cell analysis of cardiogenesis identifies developmental trajectories and non-coding mutations in congenital heart disease(2022)95 cited
• → Semantically Decomposing the Latent Spaces of Generative Adversarial\n Networks(2017)44 cited
• → CodonBERT large language model for mRNA vaccines(2024)44 cited
• → Domain-adaptive neural networks improve cross-species prediction of transcription factor binding(2022)40 cited
• → Deep learning the cis-regulatory code of chromatin dynamics during cellular reprogramming(2023)39 cited
• → CodonBERT: Large Language Models for mRNA design and optimization(2023)32 cited
• → The Fast Convergence of Incremental PCA(2015)29 cited