Driver network as a biomarker: systematic integration and network modeling of multi-omics data to derive driver signaling pathways for drug combination prediction L Huang, D Brunell, C Stephan, J Mancuso, X Yu, B He, TC Thompson, ... Bioinformatics 35 (19), 3709-3717, 2019 | 63 | 2019 |
METEOR: an enterprise health informatics environment to support evidence-based medicine M Puppala, T He, S Chen, R Ogunti, X Yu, F Li, R Jackson, STC Wong IEEE Transactions on Biomedical Engineering 62 (12), 2776-2786, 2015 | 62 | 2015 |
Data security and privacy management in healthcare applications and clinical data warehouse environment M Puppala, T He, X Yu, S Chen, R Ogunti, STC Wong 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016 | 59 | 2016 |
A deep learning–based decision support tool for precision risk assessment of breast cancer T He, M Puppala, CF Ezeana, Y Huang, P Chou, X Yu, S Chen, L Wang, ... JCO clinical cancer informatics 3, 1-12, 2019 | 41 | 2019 |
Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study L Wang, Z Xue, CF Ezeana, M Puppala, S Chen, RL Danforth, X Yu, T He, ... NPJ digital medicine 2 (1), 127, 2019 | 27 | 2019 |
Deep learning analytics for diagnostic support of breast cancer disease management T He, M Puppala, R Ogunti, JJ Mancuso, X Yu, S Chen, JC Chang, ... 2017 IEEE EMBS international conference on biomedical & health informatics …, 2017 | 24 | 2017 |
A behavior-modification, clinical-grade mobile application to improve breast cancer survivors' accountability and health outcomes R Stubbins, T He, X Yu, M Puppala, CF Ezeana, S Chen, ... JCO clinical cancer informatics 2, 1-11, 2018 | 22 | 2018 |
A review of anisotropic conductivity models of brain white matter based on diffusion tensor imaging Z Wu, Y Liu, M Hong, X Yu Medical & Biological Engineering & Computing 56, 1325-1332, 2018 | 21 | 2018 |
A smartphone app framework for segmented cancer care coordination T He, R Ogunti, M Puppala, S Chen, X Yu, JJ Mancuso, STC Wong 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016 | 11 | 2016 |
Artificial intelligence-augmented, label-free molecular imaging method for tissue identification, cancer diagnosis, and cancer margin detection J Li, J Liu, Y Wang, Y He, K Liu, R Raghunathan, SS Shen, T He, X Yu, ... Biomedical Optics Express 12 (9), 5559-5582, 2021 | 5 | 2021 |
An intelligent augmented lifelike avatar app for virtual physical examination of suspected strokes K Yao, KK Wong, X Yu, J Volpi, STC Wong 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 4 | 2021 |
Risk factors and machine learning model for predicting hospitalization outcomes in geriatric patients with dementia X Wang, CF Ezeana, L Wang, M Puppala, YS Huang, Y He, X Yu, Z Yin, ... Alzheimer's & Dementia: Translational Research & Clinical Interventions 8 (1 …, 2022 | 3 | 2022 |
A PSO-Powell hybrid method to extract fiber orientations from ODF Z Wu, X Yu, Y Liu, M Hong Computational and Mathematical Methods in Medicine 2018, 2018 | 3 | 2018 |
An AI-driven clinical care pathway to reduce 30-day readmission for chronic obstructive pulmonary disease (COPD) patients L Wang, G Li, CF Ezeana, R Ogunti, M Puppala, T He, X Yu, SSY Wong, ... Scientific reports 12 (1), 20633, 2022 | 2 | 2022 |
The use of a behavior-modification clinical solution application to improve breast cancer survivors' accountability and health outcomes RE Stubbins, TH Cheng, X Yu, M Puppala, S Chen, MVY Alvarado, ... CANCER RESEARCH 78 (4), 2018 | 1 | 2018 |
Abstract PO2-28-06: An on-line deep learning decision support tool, iBRISK, aimed at improving breast cancer risk estimation and reducing unnecessary biopsies for BI-RADS 4 … C Ezeana, X Yu, Z Wan, T He, T Patel, V Kaklamani, M Elmi, E Brigmon, ... Cancer Research 84 (9_Supplement), PO2-28-06-PO2-28-06, 2024 | | 2024 |
Frozen Large-scale Pretrained Vision-Language Models are an Effective Foundational Backbone for Enhancing Multimodal Breast Cancer Risk Assessment HQ Vo, L Wang, KK Wong, CF Ezeana, X Yu, HV Nguyen, STC Wong Authorea Preprints, 2024 | | 2024 |
Charting Single Cell Lineage Dynamics and Mutation Networks via Homing CRISPR L Wang, W Dong, Z Yin, J Sheng, CF Ezeana, L Yang, X Yu, SSY Wong, ... bioRxiv, 2024 | | 2024 |
Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts P Sui, K Wong, X Yu, J Volpi, S Wong Proceedings of the 5th Clinical Natural Language Processing Workshop, 422-432, 2023 | | 2023 |
An Adaptive Predictive" APP" Utilizing an Artificial Neural Network (ANN) for Early Identification of Hospital Readmission Risks in COPD and Pneumonia Patients A Roberts, L Wang, R Ogunti, M Puppala, S Chen, T He, X Yu, ... C42. CONTEMPORARY TOPICS IN COPD, A4980-A4980, 2018 | | 2018 |