chaineypung / ccfbdci-2021-ultrasonic-tumor-segmentation-rank1st

This is the source code of the 1st place solution for segmentation task (with Dice 90.32%) in 2021 CCF BDCI challenge.

👋 Hi there! I'm Chainey.

交通视觉算法工程师

现负责图像生成与模型轻量化

📫 Info

• Kaggle Master
• Parallel Interactive Transformer作者 (CVPR 2022)
• Deep Compressive Sensing‐based q‐space Learning作者
• 欢迎私信探讨生成模型在宠物行业的落地性应用与技术性问题
• 图像生成，图像匹配，图像分割，图像分类，图像超分辨率，深度估计，姿态估计，目标检测

✨ Footprint

• 2022 Kaggle HuBMAP + HPA - Hacking the Human Body: 金牌
• 2024 Kaggle HMS - Harmful Brain Activity Classification: 银牌
• 2024 Kaggle SenNet + HOA - Hacking the Human Vasculature in 3D: 银牌
• 2023 Kaggle UBC Ovarian Cancer Subtype Classification and Outlier Detection: 银牌
• 2023 科大讯飞脑PET图像分析和疾病预测挑战赛: 冠军
• 2022 百度时序提名动作定位大赛: 冠军
• 2021 CCF婴儿超声波血管瘤分割挑战赛: 冠军
• 2023 科大讯飞粮食和经济作物病害图像识别挑战赛: 亚军
• 2021 华为云阿尔茨海默症分类技术挑战赛: 季军
• 2024 中国航天“智衡屋”AI挑战赛赛道二遥感目标识别赛：季军
• 2022 MICCAI偏头痛患者dMRI超分辨率竞赛: 第五名
• 2022 CVPR-NTIRE双目图像超分辨率竞赛: 第七名

✨ Paper

• Brain tumor segmentation via uncertainty guided Transformer, MBEC 2023
• Deep-based super-angular resolution for diffusion imaging, PRCV 2021
• Graph Convolutional Network with Attention Mechanism Improve Major Depressive Depression Diagnoisis Based on Plasma Biomarkers and Neuroimaging Data, JAD 2024
• NTIRE 2022 challenge on stereo image super-resolution: methods and results, CVPR 2022
• Super-resolved q-space learning for diffusion MRI, Medical Physics 2023
• Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies, NeuroImage 2023
• Vibration-based bridge damage detection using convolutional autoencoder and gradient boosting decision tree, Civil Engineering 2024