Liu, Dianbo

Expanded encyclopaedias of DNA elements in the human and mouse genomes

The ENCODE Project Consortium, Abascal, F., Acosta, R., Addleman, N. J., Adrian, J., Afzal, V., Ai, R., Aken, B., Akiyama, J. A., Jammal, O. A., et al. (2020) · Nature

Genomics and Chromatin DynamicsEpigenetics and DNA Methylation

Cited by 2,378

Patients with Cancer Appear More Vulnerable to SARS-CoV-2: A Multicenter Study during the COVID-19 Outbreak

Dai, M., Liu, D., Liu, M., Zhou, F., Li, G., Chen, Z., Zhang, Z., You, H., Wu, M., Zheng, Q., et al. (2020) · Cancer Discovery

COVID-19 and healthcare impactsCOVID-19 Clinical Research Studies

Cited by 1,589

Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records

Huang, L., Shea, A. L., Qian, H., Masurkar, A., Deng, H., & Liu, D. (2019) · Journal of Biomedical Informatics

Machine Learning in HealthcarePrivacy-Preserving Technologies in Data

Cited by 437

High-throughput 5’ UTR engineering for enhanced protein production in non-viral gene therapies

Cao, J., Novoa, E. M., Zhang, Z., Chen, W. C. W., Liu, D., Choi, G. C. G., Wong, A. S. L., Wehrspaun, C., Kellis, M., & Lu, T. K. (2021) · Nature Communications

Virus-based gene therapy researchRNA and protein synthesis mechanisms

Cited by 159

Fadl Federated-autonomous deep learning for distributed electronic health record

Liu, D., Miller, T., Sayeed, R., & Mandl, K. D. (2018) · arXiv

Privacy-Preserving Technologies in DataMachine Learning in Healthcare

Cited by 65

Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes

Derton, A., Guevara, M., Chen, S., Moningi, S., Kozono, D. E., Liu, D., Miller, T. A., Savova, G. K., Mak, R. H., & Bitterman, D. S. (2023) · JCO Clinical Cancer Informatics

Machine Learning in HealthcareComputational and Text Analysis Methods

Cited by 8

Attention schema in neural agents

Liu, D., Bolotta, S., Zhu, H., Bengio, Y., & Dumas, G. (2023) · arXiv

Psychiatry, Mental Health, NeuroscienceReinforcement Learning in Robotics

Cited by 1

Auto-Discovery-Bench: Diagnosing Structured State Tracking in Oracle-Guided Discovery

Chen, T., Lin, B., Anumasa, S., Shah, V., Yuan, Z., Zou, Q., Goyal, A., & Liu, D. (2025) · arXiv

Logic, Reasoning, and KnowledgeAI-based Problem Solving and Planning

Cited by 0