Author

A. Ali Heydari

Observed names: A Ali Heydari, Ali Heydari, Heydari, A. Ali

Institution: Google (United States)

Observed institutions: Google (United States), University of California, Merced, University of California System

ORCID: 0000-0002-9141-3809

Observed ORCID: 0000-0002-9141-3809

OpenAlex ID: A5076442917

Deep learning applications in single-cell genomics and transcriptomics data analysis

2023 · Nafiseh Erfanian, A. Ali Heydari, et al. · Biomedicine & Pharmacotherapy · 143

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SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions

2019 · Heydari, A. Ali, Thompson, Craig A., et al. · arXiv (Cornell University) · 67

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Deep learning in spatial transcriptomics: Learning from the next next-generation sequencing

2023 · A. Ali Heydari, Suzanne S. Sindi · Biophysics Reviews · 43

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ACTIVA : realistic single-cell RNA-seq generation with automatic cell-type identification using introspective variational autoencoders

2022 · A Ali Heydari, Oscar A Davalos, et al. · Bioinformatics · 36

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Regulation of CTLA-4 and PD-L1 Expression in Relapsing-Remitting Multiple Sclerosis Patients after Treatment with Fingolimod, IFNβ-1α, Glatiramer Acetate, and Dimethyl Fumarate Drugs

2021 · Afshin Derakhshani, Zahra Asadzadeh, et al. · Journal of Personalized Medicine · 28

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Deep Learning Applications in Single-Cell Omics Data Analysis

2021 · Nafiseh Erfanian, A. Ali Heydari, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 17

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SRVAE: super resolution using variational autoencoders

2020 · A. Ali Heydari, Asif Mehmood · Pattern Recognition and Tracking · 15

Insulin resistance prediction from wearables and routine blood biomarkers

2026 · Ahmed A. Metwally, A. Ali Heydari, et al. · Nature · 11

A scalable framework for evaluating health language models

2026 · Neil Mallinar, A. Ali Heydari, et al. · npj Digital Medicine · 9

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Conservative finite volume method on deforming geometries: The case of protein aggregation in dividing yeast cells

2021 · A. Ali Heydari, Suzanne S. Sindi, et al. · Journal of Computational Physics · 3

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Boosting Single-Cell RNA Sequencing Analysis with Simple Neural Attention

2023 · Oscar A. Davalos, A. Ali Heydari, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2

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N-ACT: An Interpretable Deep Learning Model for Automatic Cell Type and Salient Gene Identification

2022 · A. Ali Heydari, Oscar A. Davalos, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2

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Lifestyle-Informed Personalized Blood Biomarker Prediction via Novel Representation Learning

2024 · A. Ali Heydari, Naghmeh Rezaei, et al. · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 1

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Novel Representation Learning Improves Personalizing Blood Test Ranges and Disease Risk Prediction

2023 · A. Ali Heydari, Javier Prieto, et al. · Research Square

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Works count: 16

Citation count: 386

H-index: 9

I10-index: 8