Concepedia

Ziqi Tang

ZT

Statistics

Publications

6

Citations

170

H-Index

6

Active since

2022

Affiliations

Cold Spring Harbor Laboratory(Current)

Columbia University

Ziqi Tang is an author at Cold Spring Harbor Laboratory specializing in machine learning, deep learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningGeneticsGenomicsMedicineData ScienceBioinformaticsBiomedical DataSystems Biology

Publications per year

2022–2025

6

Publications

6

Evaluating deep learning for predicting epigenomic profiles

Shushan Toneyan, Ziqi Tang, Peter K. Koo · Nature Machine Intelligence · 2022 · 66 citations · Full text

Engineering, Machine Learning, Data Science +4

EvoAug: improving generalization and interpretability of genomic deep neural networks with evolution-inspired data augmentations

Nicholas Keone Lee, Ziqi Tang, Shushan Toneyan et al. · Genome biology · 2023 · 33 citations · Full text

Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Ziqi Tang, Yiyang Yu, Peter K. Koo · 2024 · 24 citations · Full text

Current approaches to genomic deep learning struggle to fully capture human genetic variation

Ziqi Tang, Shushan Toneyan, Peter K. Koo · Nature Genetics · 2023 · 18 citations · Full text

Systems Biology, Engineering, Machine Learning +9

Evaluating deep learning for predicting epigenomic profiles

Shushan Toneyan, Ziqi Tang, Peter K. Koo · 2022 · 15 citations · Full text

Engineering, Machine Learning, Genetics +16

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