韩自营 

算法工程师 at 杭州健培科技有限公司

Zhengzhou, Henan, China
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Summary

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Senior
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Top School
韩自营是一位拥有8年经验的算法工程师,专注于深度学习与计算机视觉在医疗领域的应用。 他熟练使用 TensorFlow、Keras 与 Python,掌握3D/2D 图像分割、目标检测与分类等前沿网络,如 3D-VNET、3D-VGG、RetinaNet,并通过特征融合与数据增强提升模型性能。 在杭州健培科技,他主导肺部CT影像结节的检测、分割和属性分析等产品研发,相关指标显示分类提升与分割 Dice 约0.84,TPR/TNP 分别约0.91/0.96。 他还开发了肺部CT影像质量自动评估系统,体位分类通过 2D 投影+2D-VGG 实现近100%准确,异物与防护物检测采用 Retinanet,AP50 达0.94–0.96,整体效率高。 具备扎实的科研与文档能力、专利/论文撰写经验及跨机构合作经验,现居郑州,期待在算法工程师/数据研发岗位继续推动从研究到产品落地的创新。
code9 years of coding experience
book学士, Electrical, Electronics and Communications Engineering, top10, 学士, Electrical, Electronics and Communications Engineering, top10 at 华北水利水电学院
book硕士, 仪器科学与技术, 硕士, 仪器科学与技术 at 杭州电子科技大学
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Github Skills (16)

speech9
spectrum9
multi-modal9
nlp8
science8
python7
machine-learning7
deep-learning7
pytorch6
computer-vision6
artificial-intelligence5
face5
parsing4
face-recognition3
face-detection2

Programming languages (2)

C++Python

Github contributions (4)

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hanziying/-1

Nov 2016 - Nov 2016

Contributions:1 branch in 1 day
modelscope/modelscope

Feb 2024 - Apr 2024

ModelScope: bring the notion of Model-as-a-Service to life.
Contributions:1 comment, 2 issues in 1 month
nlppytorchmulti-modalpythonscience
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韩自营 - 算法工程师 at 杭州健培科技有限公司