xtie97
Graduate research assistant in Department of Radiology, University of Wisconsin Madison. Fascinated by CV in Medical Imaging, NLP in Radiology and Multi-Modal
University of Wisconsin-MadisonMadison
Pinned Repositories
AdvFact
astra-toolbox
CT Recon Toolbox
COVID-19-classification-and-detection
Code for CS771 Learning-based Computer Vision Course Project: An Integrated AI Framework for COVID-19 Classification and Detection Using Chest Radiographs
CS769_Advanced_NLP
FanBeamCTRecon_TensorflowOp
Code for Paper: A Quality‐checked and Physics‐constrained DL Method to Estimate Material Basis Images from Single‐kV Contrast‐enhanced Chest CT scans; TensorFlow Op for CT Reconstruction
PET-Lymphoma-Segmentation-MONAI
PET-Report-Expert-Evaluation
This is the webpage we designed for physicians to review the test cases in our study
PET-Report-Summarization
Code for Paper: Automatic Personalized Impression Generation for PET Reports Using Large Language Models
PET-Report-Summarization-PEFT
Code for CS769 Advanced NLP Course Project: Automatic Impression Generation for PET Reports using Lightweight Adaptation of Pretrained LLMs
SparseViewCTRecon
Code for CS766 Computer Vision Course Project: Sparse View CT Reconstruction Based on a Dual-domain Convolutional Neural Network
xtie97's Repositories
xtie97/PET-Report-Summarization
Code for Paper: Automatic Personalized Impression Generation for PET Reports Using Large Language Models
xtie97/SparseViewCTRecon
Code for CS766 Computer Vision Course Project: Sparse View CT Reconstruction Based on a Dual-domain Convolutional Neural Network
xtie97/LAS-Net
Longitudinally-aware Segmentation Network for interim-therapy PET segmentation in pediatric Hodgkin lymphoma
xtie97/CS769_Advanced_NLP
xtie97/PET-Lymphoma-Segmentation-MONAI
xtie97/PET-Report-Expert-Evaluation
This is the webpage we designed for physicians to review the test cases in our study
xtie97/PET-Report-Summarization-PEFT
Code for CS769 Advanced NLP Course Project: Automatic Impression Generation for PET Reports using Lightweight Adaptation of Pretrained LLMs
xtie97/AdvFact
xtie97/astra-toolbox
CT Recon Toolbox
xtie97/COVID-19-classification-and-detection
Code for CS771 Learning-based Computer Vision Course Project: An Integrated AI Framework for COVID-19 Classification and Detection Using Chest Radiographs
xtie97/FanBeamCTRecon_TensorflowOp
Code for Paper: A Quality‐checked and Physics‐constrained DL Method to Estimate Material Basis Images from Single‐kV Contrast‐enhanced Chest CT scans; TensorFlow Op for CT Reconstruction
xtie97/awesome-multimodal-in-medical-imaging
A collection of resources on applications of multi-modal learning in medical imaging.
xtie97/CKD-Segmentation
xtie97/Conference-Presentation
Slides for Conference Presentation
xtie97/CT_fanbeam_recon_numba
xtie97/deep-learning-pytorch-huggingface
xtie97/langchain
🦜🔗 Build context-aware reasoning applications
xtie97/Lymphoma_contouring
xtie97/lymphoma_labeling_guide
xtie97/MachineLearning
Homework for CS 760 Machine Learning
xtie97/MCGPU
GPU-accelerated Monte Carlo x-ray transport code to simulate medical x-ray imaging devices.
xtie97/MONAI
AI Toolkit for Healthcare Imaging
xtie97/PET-PGN
PET report summarization using Pointer Generator Network
xtie97/seq2seq_no_trainer
Seq2seq model training without built-in trainer function in the transformer library
xtie97/textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
xtie97/vision
Datasets, Transforms and Models specific to Computer Vision
xtie97/xintie.github.io
GitHub Pages template for academic personal websites