Yuanfang Guan

Tianjin Polytechnic University — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

47h-index7.8kcitations199works4.72yr avg
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Research Topics

Bioinformatics and Genomic Networks(43), Gene expression and cancer classification(23), RNA modifications and cancer(23), Computational Drug Discovery Methods(18), Single-cell and spatial transcriptomics(17)

Publications198 total

Development of A Scoring System via An Interpretable End-to-end Neural Network for Prognostic Stratification of Patients with Advanced Melanoma
2025Open Access
Transcriptomic analysis identifies lipid metabolism signature of defective erythropoiesis in diamond blackfan anemia syndrome
Blood·2025Open Access
Accelerating Cough-Based Algorithms for Pulmonary Tuberculosis Screening: Results From the CODA TB DREAM Challenge
Open Forum Infectious Diseases·2025· 1 citedOpen Access
A lipid metabolism defect is an underlying contributor to Diamond Blackfan anemia syndrome
2025· 1 citedOpen Access
AI‐Driven Applications in Clinical Pharmacology and Translational Science: Insights From the ASCPT 2024 AI Preconference
Clinical and Translational Science·2025· 10 citedOpen Access
Neural Network Augmentation: Generating Palm Vein for Effective Recognition
2025
Publisher Correction: The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles
Genome biology·2025Open Access
ImageDoubler: image-based doublet identification in single-cell sequencing
Nature Communications·2025Open Access
Research on the optimization system of athlete selection and training effect based on big data
Applied Mathematics and Nonlinear Sciences·2025Open Access
A community effort to optimize sequence-based deep learning models of gene regulation
Nature Biotechnology·2024· 25 citedOpen Access
TR4 and BCL11A repress γ-globin transcription via independent mechanisms
Blood·2024· 3 citedOpen Access
Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction
Nature Biotechnology·2024· 5 citedOpen Access
ASOs are an effective treatment for disease-associated oligodendrocyte signatures in premanifest and symptomatic SCA3 mice
Molecular Therapy·2024· 17 citedOpen Access
Predicting Single Neuron Responses of the Primary Visual Cortex with Deep Learning Model
Advanced Science·2024· 4 citedOpen Access
Assessing the impact of body location on the accuracy of detecting daily activities with accelerometer data
iScience·2024· 5 citedOpen Access
Mapping combinatorial drug effects to DNA damage response kinase inhibitors
Nature Communications·2023· 11 citedOpen Access
Systematic dissection of genomic features determining the vast diversity of conotoxins
BMC Genomics·2023· 5 citedOpen Access
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
arXiv (Cornell University)·2023· 4 citedOpen Access
The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles
Genome biology·2023· 17 citedOpen Access
Harmonizing across datasets to improve the transferability of drug combination prediction
Communications Biology·2023· 6 citedOpen Access
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Frequent Co-authors

Olga G. Troyanskaya(8), Gustavo Stolovitzky(7), Thomas Yu(6), Elias Chaibub Neto(6), Stephen Friend(6), Gilbert S. Omenn(6), Thea Norman(5), Hongjiu Zhang(5), Rajasree Menon(5), Hongyang Li(5), Justin Guinney(4), Tero Aittokallio(4), Bharat Panwar(4), Daniel Quang(4), Mike J. Mason(3), Chad L. Myers(3), Aaron K. Wong(3), Suleiman A. Khan(3), James C. Costello(3), Fan Zhu(3)