Haoyu Lu

Haoyu Lu

If it works, just don't touch it.

Posts by Collection

portfolio

publications

A virtual-pinhole PET device for improving contrast recovery and enhancing lesion detectability of a one-meter-long PET scanner: a simulation study.

Published in Physics in Medicine & Biology, Volume 68, Number 14, 2023

This paper presents a simulation study to demonstrate that the contrast recovery coefficients (CRC) and detectability of small lesions of a one-meter-long positron emission tomography (PET) scanner can be further enhanced by the integration of high resolution virtual-pinhole (VP) PET devices. Read more

Recommended citation: Jiang, J., Hua, J., Wang, H., Yuan, Z., Meng, Y., Lu, H., ... & Tai, Y. C. (2023). "A virtual-pinhole PET device for improving contrast recovery and enhancing lesion detectability of a one-meter-long PET scanner: a simulation study." Physics in Medicine and Biology.. 68(14). https://iopscience.iop.org/article/10.1088/1361-6560/acdfaf

Domain adaptive semantic segmentation of multi-annual retrogressive thaw slumps.

Under review.

In this study, we applied the DeepLab v3+ semantic segmentation model to 3m-resolution PlanetScope optical images to construct a single-temporal RTS detection model in the Beiluhe region, and applied three domain adaption methods including fine-tuning based domain adaptive segmentation, Cycle-Consistent Generative Adversarial Networks (CycleGAN) based domain adaptive segmentation, and Domain Adversarial Neural Networks (DANN) based domain adaptive segmentation respectively to improve its temporal generalization ability. Read more

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post. Read more

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post. Read more