Peng, Jiajie

A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network

Peng, J., Li, J., & Shang, X. (2020) · BMC Bioinformatics

Computational Drug Discovery MethodsBioinformatics and Genomic Networks

Cited by 133

Genome-wide survival study identifies a novel synaptic locus and polygenic score for cognitive progression in Parkinson’s disease

Liu, G., Peng, J., Liao, Z., Locascio, J. J., Corvol, J.-C., Zhu, F., Dong, X., Maple-Grødem, J., Campbell, M. C., Elbaz, A., et al. (2021) · Nature Genetics

Parkinson's Disease Mechanisms and TreatmentsGenetic Associations and Epidemiology

Cited by 127

Deep learning-based classification and mutation prediction from histopathological images of hepatocellular carcinoma

Liao, H., Long, Y., Han, R., Wang, W., Xu, L., Liao, M., Zhang, Z., Wu, Z., Shang, X., Li, X., et al. (2020) · Clinical and Translational Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 92

Classification and Prognosis Prediction from Histopathological Images of Hepatocellular Carcinoma by a Fully Automated Pipeline Based on Machine Learning

Liao, H., Xiong, T., Peng, J., Xu, L., Liao, M., Zhang, Z., Wu, Z., Yuan, K., & Zeng, Y. (2020) · Annals of Surgical Oncology

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 65

Benchmarked approaches for reconstruction of in vitro cell lineages and in silico models of C. elegans and M. musculus developmental trees

Gong, W., Granados, A. A., Hu, J., Jones, M. G., Raz, O., Salvador-Martínez, I., Zhang, H., Chow, K.-H. K., Kwak, I.-Y., Retkute, R., et al. (2021) · Cell Systems

Single-cell and spatial transcriptomicsDevelopmental Biology and Gene Regulation

Cited by 62

DeepRisk: a deep learning approach for genome-wide assessment of common disease risk

Peng, J., Bao, Z., Li, J., Han, R., Wang, Y., Han, L., Peng, J., Wang, T., Hao, J., Wei, Z., et al. (2024) · Fundamental Research

Genetic Associations and EpidemiologyGenetic and phenotypic traits in livestock

Cited by 15

HiGLDP: a hierarchical graph neural network for predicting lncRNA-disease associations through multi-omic integration

Wang, Y., Wang, Z., Wang, T., Hu, J., You, Z., & Peng, J. (2026) · BMC Biology

Cancer-related molecular mechanisms researchBioinformatics and Genomic Networks

Cited by 13

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis

Xiao, Y., Liu, J., Zheng, Y., Xie, X., Hao, J., Li, M., Wang, R., Ni, F., Li, Y., Luo, J., et al. (2024) · arXiv

Single-cell and spatial transcriptomicsScientific Computing and Data Management

Cited by 8