Xin Tie's repositories
PET-Report-Summarization
Code for Paper: Automatic Personalized Impression Generation for PET Reports Using Large Language Models
SparseViewCTRecon
Code for CS766 Computer Vision Course Project: Sparse View CT Reconstruction Based on a Dual-domain Convolutional Neural Network
PET-Report-Expert-Evaluation
This is the webpage we designed for physicians to review the test cases in our study
astra-toolbox
CT Recon Toolbox
Conference-Presentation
Slides for Conference Presentation
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
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
langchain
🦜🔗 Build context-aware reasoning applications
LAS-Net
Longitudinally-aware Segmentation Network for interim-therapy PET segmentation in pediatric Hodgkin lymphoma
MachineLearning
Homework for CS 760 Machine Learning
MCGPU
GPU-accelerated Monte Carlo x-ray transport code to simulate medical x-ray imaging devices.
MONAI
AI Toolkit for Healthcare Imaging
PET-PGN
PET report summarization using Pointer Generator Network
PET-Report-Summarization-PEFT
Code for CS769 Advanced NLP Course Project: Automatic Impression Generation for PET Reports using Lightweight Adaptation of Pretrained LLMs
seq2seq_no_trainer
Seq2seq model training without built-in trainer function in the transformer library
textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
vision
Datasets, Transforms and Models specific to Computer Vision
xintie.github.io
GitHub Pages template for academic personal websites