Home
  • About Me
  • My Projects
    End-to-End Cross-Lingual Summarization with Multilingual Pre-training Multimodal Deep Learning for Pleural Effusion Diagnosis Interactive Data Visualization on COVID-19 Cases, Deaths, and Vaccinations Diabetes Readmission Prediction and Model Assessment All-NBA Teams Prediction
  • Search
Navigation bar avatar
✕

    Tony Ding


    Project Posts
    • End-to-End Cross-Lingual Summarization with Multilingual Pre-training

      Excerpt from project report

      Posted on February 15, 2024

      Post thumbnail
      Post thumbnail
      Abstract Cross-lingual summarization (CLS) generates summaries in a target language from texts in a source language, serving as a valuable tool in cross-cultural and global communications. Traditionally achieved through a pipeline of machine translation (MT) and monolingual summarization (MS), CLS tasks are increasingly being explored with various end-to-end mode frameworks... [Read More]
      Tags:
      • Python
      • Deep Learning
      • NLP
      • Transformer
      • CLS
    • Multimodal Deep Learning for Pleural Effusion Diagnosis

      Excerpt from project report

      Posted on May 16, 2023

      Post thumbnail
      Post thumbnail
      Abstract Chest X-rays are among the most commonly ordered imaging tests. Applying deep learning techniques to X-ray images is a typical application of computer vision in healthcare. Nevertheless, using X-ray images alone does not always lead to generalizable model performances. Combining patients’ clinical reports, which contain rich and important patient... [Read More]
      Tags:
      • Python
      • Deep Learning
      • Computer Vision
      • NLP
      • MIMIC-CXR
    • COVID-19 Cases, Deaths, and Vaccinations in US

      An interactive visualization

      Posted on March 9, 2023

      Post thumbnail
      Post thumbnail
      May. 25th, 2023 Update🎉: This interactive visualization won the Bright Futures Award (2nd Place) of the 2023 NNLM Data Visualization Contest under the Complex Visualization category. Here is the official award announcement, and here is our work summarized on Zenodo. [Read More]
      Tags:
      • Python
      • Interactive Visualization
      • Public Health
    • Diabetes Readmission Prediction

      Excerpt from project report

      Posted on December 24, 2022

      Post thumbnail
      Post thumbnail
      Diabetes is a common health condition, and those who were diagnosed with diabetes have to monitor their blood sugar levels for an extensive amount of time, usually their whole lives. If not well-managed, individuals may be admitted to healthcare facilities. In addition, hospital readmissions due to diabetes within 30 days... [Read More]
      Tags:
      • Python
      • Machine Learning
      • Healthcare
    • All-NBA Teams Selection Prediction

      Excerpt from project report

      Posted on December 17, 2022

      Post thumbnail
      Post thumbnail
      Every year, there are more than 450 basketball players that play in a single NBA season, but only 15 of them would get selected into the All-NBA teams for that specific season. As a huge NBA fan, it makes me wonder what makes these 15 players stand out from all... [Read More]
      Tags:
      • R
      • Machine Learning
      • NBA
    • Email me
    • LinkedIn
    • Phone

    Tony Ding  •  2025

    Powered by Beautiful Jekyll