PTB Diagnostic ECG (Myocardial Infarction)

ECG Image Classification

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction

Table List

5 tables(1.82 MB)

Ptb

Ptbxl

Test

Train

Train Test

Ptbxl

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.ptbxl

1.26 MB
15013 rows
33 columns

index Index	ecg_id Ecg Id	patient_id Patient Id	age Age	sex Sex	weight Weight	nurse Nurse	device Device	recording_date Recording Date	report Report	scp_codes Scp Codes	heart_axis Heart Axis	infarction_stadium1 Infarction Stadium1	infarction_stadium2 Infarction Stadium2	validated_by_human Validated By Human	baseline_drift Baseline Drift	static_noise Static Noise	burst_noise Burst Noise	electrodes_problems Electrodes Problems	extra_beats Extra Beats	pacemaker Pacemaker	strat_fold Strat Fold	filename_lr Filename Lr	filename_hr Filename Hr	uid UID	diagnostic_superclass Diagnostic Superclass	miresult Miresult	image_path Image Path
	1	15709	56	1	63	2	CS-12 E	Fri Nov 09 1984 09:17:34 GMT+0000 (Coordinated Universal Time)	sinusrhythmus periphere niederspannung	{'NORM': 100.0, 'LVOLT': 0.0, 'SR': 0.0}	nan	nan	nan	true	nan	, I-V1,	nan	nan	nan	nan	3	records100/00000/00001_lr	records500/00000/00001_hr	PTBXL_1	['NORM']	1	ptbxlout/PTBXL_1/PTBXL_1_nolead_ch12all.jpg
1	2	13243	19		70	2	CS-12 E	Wed Nov 14 1984 12:55:37 GMT+0000 (Coordinated Universal Time)	sinusbradykardie sonst normales ekg	{'NORM': 80.0, 'SBRAD': 0.0}	nan	nan	nan	true	nan	nan	nan	nan	nan	nan	2	records100/00000/00002_lr	records500/00000/00002_hr	PTBXL_2	['NORM']	1	ptbxlout/PTBXL_2/PTBXL_2_nolead_ch12all.jpg
2	3	20372	37	1	69	2	CS-12 E	Thu Nov 15 1984 12:49:10 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	nan	nan	nan	nan	nan	nan	5	records100/00000/00003_lr	records500/00000/00003_hr	PTBXL_3	['NORM']	1	ptbxlout/PTBXL_3/PTBXL_3_nolead_ch12all.jpg
3	4	17014	24		82	2	CS-12 E	Thu Nov 15 1984 13:44:57 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	, II,III,AVF	nan	nan	nan	nan	nan	3	records100/00000/00004_lr	records500/00000/00004_hr	PTBXL_4	['NORM']	1	ptbxlout/PTBXL_4/PTBXL_4_nolead_ch12all.jpg
4	5	17448	19	1	70	2	CS-12 E	Sat Nov 17 1984 10:43:15 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	, III,AVR,AVF	nan	nan	nan	nan	nan	4	records100/00000/00005_lr	records500/00000/00005_hr	PTBXL_5	['NORM']	1	ptbxlout/PTBXL_5/PTBXL_5_nolead_ch12all.jpg
5	6	19005	18	1	58	2	CS-12 E	Wed Nov 28 1984 13:32:13 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	, V1	nan	nan	nan	nan	nan	4	records100/00000/00006_lr	records500/00000/00006_hr	PTBXL_6	['NORM']	1	ptbxlout/PTBXL_6/PTBXL_6_nolead_ch12all.jpg
6	7	16193	54		83	2	CS-12 E	Wed Nov 28 1984 13:32:22 GMT+0000 (Coordinated Universal Time)	sinusrhythmus linkstyp t abnormal, wahrscheinlich inferiorer myokardschaden qt-verlÄngerung	{'NORM': 100.0, 'SR': 0.0}	LAD	nan	nan	true	nan	nan	nan	nan	nan	nan	7	records100/00000/00007_lr	records500/00000/00007_hr	PTBXL_7	['NORM']	1	ptbxlout/PTBXL_7/PTBXL_7_nolead_ch12all.jpg
7	8	11275	48		95	2	CS-12 E	Sat Dec 01 1984 14:49:52 GMT+0000 (Coordinated Universal Time)	sinusrhythmus linkstyp qrs(t) abnormal inferiorer infarkt alter unbest.	{'IMI': 35.0, 'ABQRS': 0.0, 'SR': 0.0}	LAD	unknown	nan	true	, II,AVF	, I-AVF,	nan	nan	nan	nan	9	records100/00000/00008_lr	records500/00000/00008_hr	PTBXL_8	['MI']		ptbxlout/PTBXL_8/PTBXL_8_nolead_ch12all.jpg
8	9	18792	55		70	2	CS-12 E	Sat Dec 08 1984 09:44:43 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	nan	, I-AVR,	nan	nan	nan	nan	10	records100/00000/00009_lr	records500/00000/00009_hr	PTBXL_9	['NORM']	1	ptbxlout/PTBXL_9/PTBXL_9_nolead_ch12all.jpg
9	10	9456	22	1	56	2	CS-12 E	Wed Dec 12 1984 14:12:46 GMT+0000 (Coordinated Universal Time)	sinusrhythmus normales ekg	{'NORM': 100.0, 'SR': 0.0}	nan	nan	nan	true	nan	nan	nan	nan	nan	nan	9	records100/00000/00010_lr	records500/00000/00010_hr	PTBXL_10	['NORM']	1	ptbxlout/PTBXL_10/PTBXL_10_nolead_ch12all.jpg


CREATE TABLE ptbxl (
  "index" BIGINT,
  "ecg_id" BIGINT,
  "patient_id" DOUBLE,
  "age" DOUBLE,
  "sex" BIGINT,
  "height" DOUBLE,
  "weight" DOUBLE,
  "nurse" DOUBLE,
  "site" DOUBLE,
  "device" VARCHAR,
  "recording_date" TIMESTAMP,
  "report" VARCHAR,
  "scp_codes" VARCHAR,
  "heart_axis" VARCHAR,
  "infarction_stadium1" VARCHAR,
  "infarction_stadium2" VARCHAR,
  "validated_by" DOUBLE,
  "second_opinion" BOOLEAN,
  "initial_autogenerated_report" BOOLEAN,
  "validated_by_human" BOOLEAN,
  "baseline_drift" VARCHAR,
  "static_noise" VARCHAR,
  "burst_noise" VARCHAR,
  "electrodes_problems" VARCHAR,
  "extra_beats" VARCHAR,
  "pacemaker" VARCHAR,
  "strat_fold" BIGINT,
  "filename_lr" VARCHAR,
  "filename_hr" VARCHAR,
  "uid" VARCHAR,
  "diagnostic_superclass" VARCHAR,
  "miresult" BIGINT,
  "image_path" VARCHAR
);