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Noninvasive Fetal ECG: PhysioNet Challenge 2013

Creating Software to Annotate ECG Record and Measure QT Interval

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013

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About this Dataset

Noninvasive Fetal ECG: PhysioNet Challenge 2013

Fetal heart rate (FHR) monitoring has been used clinically since the mid-20th century. The accuracy of FHR estimation has improved with the use of more sophisticated signal processing techniques. Direct fetal electrocardiographic (FECG) monitoring is the most accurate method for measuring FHR, but it is only possible during labor and is associated with risks. Noninvasive FECG monitoring is of negligible risk, but it is often difficult to detect fetal QRS complexes in ECG signals obtained in this way. The PhysioNet/Computing in Cardiology Challenge aims to develop accurate algorithms for locating QRS complexes and estimating the QT interval in noninvasive FECG signals.
Try to create software that annotates only noninvasive ECG records and produces a test annotation file in the same format as the reference annotation files. Optionally, compute a test QT interval measurement. The challenge is to match the reference QT interval measured from the direct signal.

Tables

B50

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b50
  • 709.13 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b50 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B51

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b51
  • 673.88 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b51 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B52

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b52
  • 804.23 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b52 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B53

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b53
  • 644.94 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b53 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B54

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b54
  • 837.94 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b54 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B55

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b55
  • 701.29 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b55 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B56

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b56
  • 564.24 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b56 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B57

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b57
  • 720.88 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b57 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B58

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b58
  • 731.13 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b58 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B59

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b59
  • 556.35 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b59 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B60

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b60
  • 701.02 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b60 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B61

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b61
  • 654.84 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b61 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B62

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b62
  • 579.99 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b62 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B63

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b63
  • 544.57 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b63 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B64

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b64
  • 511.9 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b64 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B65

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b65
  • 702.55 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b65 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B66

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b66
  • 652.87 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b66 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B67

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b67
  • 700.83 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b67 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B68

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b68
  • 675.31 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b68 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B69

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b69
  • 584.57 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b69 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B70

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b70
  • 698.8 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b70 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B71

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b71
  • 639.52 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b71 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B72

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b72
  • 618.2 kB
  • 60,001 rows
  • 5 columns
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CREATE TABLE b72 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B73

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b73
  • 699.75 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b73 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

B74

@kaggle.patriciabrezeanu_noninvasive_fetal_ecg_physionet_challenge_2013.b74
  • 568.84 kB
  • 60,001 rows
  • 5 columns
Loading... 
CREATE TABLE b74 (
  "n__elapsed_time" VARCHAR  -- 'Elapsed Time',
  "n__aecg1" VARCHAR  -- 'AECG1',
  "n__aecg2" VARCHAR  -- 'AECG2',
  "n__aecg3" VARCHAR  -- 'AECG3',
  "n__aecg4" VARCHAR  -- 'AECG4'
);

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