Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Projects by Tag
- Python 3
- Computer Vision 2
- Deep Learning 2
- High-Dimensional Data 1
- Machine Learning 1
- Digital Pathology 1
- AWS 1
- Agentic AI 1
- ETL process 1
- Large Language Model (LLM) 1
- Foundation Models 1
- Digital Health 1
- Amazon RedShift 1
- SQL 1
- R 1
- Real World Data (RWD) 1
- Biostatistics 1
Python
Computer Vision: Prediction of homologous recombination deficiency (HRD) from whole slide images (WSIs) of H&E-stained ovarian cancer biopsies via deep learning and transformers
A PofC Computer Vision project that automated pre-screening pipeline for HRD in ovarian cancer patients using commerical imaging data
Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis
Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...
Computer Vision
Computer Vision: Prediction of homologous recombination deficiency (HRD) from whole slide images (WSIs) of H&E-stained ovarian cancer biopsies via deep learning and transformers
A PofC Computer Vision project that automated pre-screening pipeline for HRD in ovarian cancer patients using commerical imaging data
Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis
Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...
Deep Learning
Computer Vision: Prediction of homologous recombination deficiency (HRD) from whole slide images (WSIs) of H&E-stained ovarian cancer biopsies via deep learning and transformers
A PofC Computer Vision project that automated pre-screening pipeline for HRD in ovarian cancer patients using commerical imaging data
Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis
Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...
High-Dimensional Data
Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis
Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...
Machine Learning
Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis
Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...
Digital Pathology
Computer Vision: Prediction of homologous recombination deficiency (HRD) from whole slide images (WSIs) of H&E-stained ovarian cancer biopsies via deep learning and transformers
A PofC Computer Vision project that automated pre-screening pipeline for HRD in ovarian cancer patients using commerical imaging data
AWS
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Agentic AI
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
ETL process
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Large Language Model (LLM)
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Foundation Models
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Digital Health
Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development
A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows
Amazon RedShift
Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs
Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)
SQL
Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs
Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)
R
Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs
Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)
Real World Data (RWD)
Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs
Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)
Biostatistics
Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs
Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)