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Xin Tie's Projects

fanbeamctrecon_tensorflowop icon 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 icon langchain

🦜🔗 Build context-aware reasoning applications

las-net icon las-net

Longitudinally-aware Segmentation Network for interim-therapy PET segmentation in pediatric Hodgkin lymphoma

mcgpu icon mcgpu

GPU-accelerated Monte Carlo x-ray transport code to simulate medical x-ray imaging devices.

monai icon monai

AI Toolkit for Healthcare Imaging

pet-pgn icon pet-pgn

PET report summarization using Pointer Generator Network

pet-report-summarization icon pet-report-summarization

Code for Paper: Automatic Personalized Impression Generation for PET Reports Using Large Language Models

pet-report-summarization-peft icon 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 icon seq2seq_no_trainer

Seq2seq model training without built-in trainer function in the transformer library

sparseviewctrecon icon sparseviewctrecon

Code for CS766 Computer Vision Course Project: Sparse View CT Reconstruction Based on a Dual-domain Convolutional Neural Network

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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