GenAI development on conversational chatbot
I worked as a GenAI developer and helped develop a LLM-driven conversational agent to simulate patient-doctor encounters for medical students to practice and refine their clinical communication skills.
Posts by Collection
portfolio
project
Data analysis on single-cell landscape of Follicular Lymphoma
I built an analysis pipeline for multimodel single-cell sequencing data for Follicular Lymphoma, analyzed the results, and published a paper on a peer-reviewed journal.
Data analysis on heterogeneity of breast cancer cell line
I built an analysis pipeline for Fludigm single-cell sequencing data, analyzed the results, and published a paper on a peer-reviewed journal.
Cell segmentation on spatial transcriptome IF images
I benchmarked deep-learning-based methods (Cellpose, Mesmer) on spatial transcriptome IF images and set a good foundation for downstream analysis.
Temporomandibular joint osteoarthritis image segmentation
I developed a deep-learning-based approach based on U-Net as a noninvasive technique to provide information about bony changes and disease changing in CT images for temporomandibular joint osteoarthritis.
Brain glioma MRI image segmentation
I designed a deep-learning-based approach based on U-Net for automatic brain glioma segmentation of multimodal MRI scans with high efficiency and accuracy and achieved the 4th place in the 2018 Multimodal Brain Tumor Segmentation Challenge.
publications
Cellular, transcriptomic and isoform heterogeneity of breast cancer cell line revealed by full-length single-cell RNA sequencing
Published in Computational and Structural Biotechnology Journal, 2020
Three-plane–assembled deep learning segmentation of gliomas
Published in Radiology: Artificial Intelligence, 2020
Spatially resolved tumor microenvironment predicts treatment outcomes in relapsed/refractory Hodgkin lymphoma
Published in Journal of Clinical Oncology, 2024
Integrated single cell analysis reveals co-evolution of malignant B cells and tumor micro-environment in transformed follicular lymphoma
Published in Cancer Cell, 2024
Multidimensional Characterization of Tumor–Immune Architecture Reveals Clinically Relevant Classic Hodgkin Lymphoma Subtypes
Published in Cancer Discovery, 2026
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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