2026人工智能一套心电信号降噪算法研究与应用4.81-AI5.07(论文+程序代码源码+说明文档.txt)定稿.zip

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2026-09-18
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收起资源包目录

最终稿附件
- ECG_Denoising_Project
  - .idea
    - inspectionProfiles
      - profiles_settings.xml(174 B)
    - .name(20 B)
    - ECG_Denoising_Project.iml(232 B)
    - encodings.xml(201 B)
    - misc.xml(318 B)
    - workspace.xml(9.17 KB)
  - ecg_pair_drift
    - test_clean.npy(360.13 KB)
    - test_noisy.npy(360.13 KB)
    - train_clean.npy(1.41 MB)
    - train_noisy.npy(1.41 MB)
  - ecg_pair_emg
    - test_clean.npy(360.13 KB)
    - test_noisy.npy(360.13 KB)
    - train_clean.npy(1.41 MB)
    - train_noisy.npy(1.41 MB)
  - ecg_pair_mixed
    - test_clean.npy(360.13 KB)
    - test_noisy.npy(360.13 KB)
    - train_clean.npy(1.41 MB)
    - train_noisy.npy(1.41 MB)
  - ecg_pair_power
    - test_clean.npy(360.13 KB)
    - test_noisy.npy(360.13 KB)
    - train_clean.npy(1.41 MB)
    - train_noisy.npy(1.41 MB)
  - mit_bih_data
    - mitdbdir
      - samples
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      - src
        contents.gz(1.14 KB)
        contents.tr(247 B)
        cover.gz(1.15 KB)
        cover.tr(253 B)
        dbnotes-html.c(27.34 KB)
        dbnotes.c(26.38 KB)
        dbtab.c(3.96 KB)
        domit(262 B)
        exlist(12.13 KB)
        extest(43 B)
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        fdlist(431 B)
        fdtext.gz(2.74 KB)
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        index.gz(1.8 KB)
        index.tr(977 B)
        intro.gz(24.47 KB)
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        makefile-html(8.95 KB)
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        tab.1(1.55 KB)
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        tables.gz(10.12 KB)
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      - foreword.htm(7.26 KB)
      - intro.htm(17.22 KB)
      - mitdbdir.htm(5.99 KB)
      - records.htm(97.75 KB)
      - tables.htm(43.24 KB)
    - x_mitdb
      - ANNOTATORS(59 B)
      - RECORDS(138 B)
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      - x_121.hea(220 B)
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    - 118.xws(88 B)
    - 119.atr(4.7 KB)
    - 119.at_(4.7 KB)
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    - ANNOTATORS(59 B)
    - RECORDS(192 B)
    - SHA256SUMS.txt(59.42 KB)
  - 1_ecg_data_generate.py(5.86 KB)
  - 2_ecg_traditional_denoise.py(4.81 KB)
  - 3_ecg_unet_denoise.py(5.89 KB)
  - 4_ecg_denoise_web.py(18.87 KB)
  - denoised_ecg.npy(4.13 KB)
  - ecg_denoised_unet.npy(4.13 KB)
  - make_test_noisy_ecg.py(1.89 KB)
  - show_ecg_pair.py(990 B)
  - show_metrics.py(1.19 KB)
  - show_unet.py(3.94 KB)
  - test_noisy_drift.npy(8.13 KB)
  - test_noisy_emg.npy(8.13 KB)
  - test_noisy_mixed.npy(8.13 KB)
  - test_noisy_power.npy(8.13 KB)
  - traditional_metrics.npz(82.46 KB)
  - unet_metrics.npy(49.27 KB)
  - unet_model_drift.pth(10.31 MB)
  - unet_model_emg.pth(10.31 MB)
  - unet_model_mixed.pth(10.31 MB)
  - unet_model_power.pth(10.31 MB)
- 说明文档.txt(1.52 KB)
人工智能心电信号降噪算法研究与应用4.81-AI5.07_1.docx(3.66 MB)

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