Ying Ding

1. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
   2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
2. The Pace of Artificial Intelligence Innovations: Speed, Talent, and Trial-and-Error
   2020/09/03 by Xuli Tang, Xin Li, Tang, Xuli +7 · 4 citations
   Medicine · Decision Sciences · Computer Science · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
3. An empirical study of using radiology reports and images to improve ICU mortality prediction
   2023/06/20 by Mingquan Lin, Song Wang, Lin, Mingquan +9 · 3 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #electronic engineering #information engineering
4. Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning
   2021/01/12 by Yan Han, Han, Yan, Chongyan Chen +7 · 2 citations
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
5. Team Power Dynamics and Team Impact: New Perspectives on Scientific Collaboration using Career Age as a Proxy for Team Power
   2021/08/09 by Huimin Xu, Xu, Huimin, Yi Bu +15 · 2 citations
   Psychology · #Team Dynamics and Performance
6. The prominent and heterogeneous gender disparities in scientific novelty: evidence from biomedical doctoral theses
   2024/01/19 by Meijun Liu, Liu, Meijun, Zihan Xie +11 · 2 citations
   Arts and Humanities · Decision Sciences · Medicine · #Academic Writing and Publishing #FOS: Physical sciences #Health and Medical Research Impacts #Physics and Society (physics.soc-ph) #scientometrics and bibliometrics research
7. Building a PubMed knowledge graph
   2020/05/08 by Jian Xu, Xu, Jian, Sunkyu Kim +27 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Data Quality and Management #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Topic Modeling
8. Deep Learning with Heterogeneous Graph Embeddings for Mortality\n Prediction from Electronic Health Records
   2020/12/27 by Tingyi Wanyan, Wanyan, Tingyi, Hossein Honarvar +7 · 1 citation
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
9. Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
   2021/04/11 by Han Yan, Chongyan Chen, Han, Yan +11 · 1 citation
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
10. SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
    2021/10/27 by Ajay Jaiswal, Jaiswal, Ajay, Tianhao Li +11 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
11. Training Your Sparse Neural Network Better with Any Mask
    2022/06/26 by Ajay Jaiswal, Haoyu Ma, Jaiswal, Ajay +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
12. Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
    2022/10/14 by Ajay Jaiswal, Jaiswal, Ajay, Peihao Wang +8 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
13. Radiology Text Analysis System (RadText): Architecture and Evaluation
    2022/03/19 by Song Wang, Wang, Song, Mingquan Lin +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Topic Modeling #electronic engineering #information engineering
14. Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
    2023/05/30 by Liyan Tang, Tang, Liyan, Yifan Peng +9 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
15. The impact of heterogeneous shared leadership in scientific teams
    2023/10/25 by Huimin Xu, Meijun Liu, Yi Bu +9 · 1 citation
    Business, Management and Accounting · Decision Sciences · Psychology · #Innovation and Knowledge Management #scientometrics and bibliometrics research #Team Dynamics and Performance
16. Demo: Guide-RAG: Evidence-Driven Corpus Curation for Retrieval-Augmented Generation in Long COVID
    2025/10/17 by Philip DiGiacomo, DiGiacomo, Philip, Haoyang Wang +9 · 2 citations
    Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Topic Modeling
17. An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay
    2024/12/11 by Tianjian Guo, Indranil R. Bardhan, Ying Ding +1 · 1 citation
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
18. Are Large Language Models Useful for Time Series Data Analysis?
    2024/12/16 by F Tang, Tang, Francis, Ying Ding +1 · 1 citation
    Computer Science · #Topic Modeling #Data Mining Algorithms and Applications #Text and Document Classification Technologies
19. Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare
    2024/11/29 by Tianqi Shang, Weiqing He, Shang, Tianqi +11 · 1 citation
    Medicine · Computer Science · Health Professions · #Chronic Disease Management Strategies #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
20. PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science
    2024/10/10 by Jian Xu, Xu, Jian, Chao Yu +14 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · Engineering · #Academic Publishing and Open Access #Biomedical and Engineering Education #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research
21. M2 macrophage-derived extracellular vesicles (EVs) miR-155-5p promotes pulmonary fibrosis via epithelial-mesenchymal transition in lung epithelial cells
    2026/07/28 by Shuhong Guan, Ying Ding, Tianyu Chen +4
    Medicine · Biochemistry, Genetics and Molecular Biology · #Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis #Extracellular vesicles in disease #Pulmonary Hypertension Research and Treatments
22. Grounded in Consensus, In Step With Emerging Science: A Consensus-Anchored Multi-Corpus Clinical Chatbot for Long COVID
    2026/07/27 by Yining Wu, Philip DiGiacomo, Ying Ding +1
    #cs.IR #cs.AI