COVID-19 Chest Xray

COVID-19 image data collection

@kaggle.bachrr_covid_chest_xray

Table List

1 table(87.04 KB)

Metadata

@kaggle.bachrr_covid_chest_xray.metadata

87.04 KB
372 rows
29 columns

patientid Patientid	offset Offset	sex Sex	age Age	finding Finding	survival Survival	intubated Intubated	intubation_present Intubation Present	went_icu Went Icu	in_icu In Icu	needed_supplemental_o2 Needed Supplemental O2	extubated Extubated	view View	modality Modality	date Date	location Location	folder Folder	filename Filename	doi Doi	url Url	license License	clinical_notes Clinical Notes	other_notes Other Notes	unnamed_28 Unnamed: 28
2		M	65	COVID-19	Y	nan	nan	nan	nan	Y	nan	PA	X-ray	January 22, 2020	Cho Ray Hospital, Ho Chi Minh City, Vietnam	images	auntminnie-a-2020_01_28_23_51_6665_2020_01_28_Vietnam_coronavirus.jpeg	10.1056/nejmc2001272	https://www.nejm.org/doi/full/10.1056/NEJMc2001272	nan	On January 22, 2020, a 65-year-old man with a history of hypertension, type 2 diabetes, coronary heart disease for which a stent had been implanted, and lung cancer was admitted to the emergency department of Cho Ray Hospital, the referral hospital in Ho Chi Minh City, for low-grade fever and fatigu…	nan	nan
2	3	M	65	COVID-19	Y	nan	nan	nan	nan	Y	nan	PA	X-ray	January 25, 2020	Cho Ray Hospital, Ho Chi Minh City, Vietnam	images	auntminnie-b-2020_01_28_23_51_6665_2020_01_28_Vietnam_coronavirus.jpeg	10.1056/nejmc2001272	https://www.nejm.org/doi/full/10.1056/NEJMc2001272	nan	On January 22, 2020, a 65-year-old man with a history of hypertension, type 2 diabetes, coronary heart disease for which a stent had been implanted, and lung cancer was admitted to the emergency department of Cho Ray Hospital, the referral hospital in Ho Chi Minh City, for low-grade fever and fatigu…	nan	nan
2	5	M	65	COVID-19	Y	nan	nan	nan	nan	Y	nan	PA	X-ray	January 27, 2020	Cho Ray Hospital, Ho Chi Minh City, Vietnam	images	auntminnie-c-2020_01_28_23_51_6665_2020_01_28_Vietnam_coronavirus.jpeg	10.1056/nejmc2001272	https://www.nejm.org/doi/full/10.1056/NEJMc2001272	nan	On January 22, 2020, a 65-year-old man with a history of hypertension, type 2 diabetes, coronary heart disease for which a stent had been implanted, and lung cancer was admitted to the emergency department of Cho Ray Hospital, the referral hospital in Ho Chi Minh City, for low-grade fever and fatigu…	nan	nan
2	6	M	65	COVID-19	Y	nan	nan	nan	nan	Y	nan	PA	X-ray	January 28, 2020	Cho Ray Hospital, Ho Chi Minh City, Vietnam	images	auntminnie-d-2020_01_28_23_51_6665_2020_01_28_Vietnam_coronavirus.jpeg	10.1056/nejmc2001272	https://www.nejm.org/doi/full/10.1056/NEJMc2001272	nan	On January 22, 2020, a 65-year-old man with a history of hypertension, type 2 diabetes, coronary heart disease for which a stent had been implanted, and lung cancer was admitted to the emergency department of Cho Ray Hospital, the referral hospital in Ho Chi Minh City, for low-grade fever and fatigu…	nan	nan
4		F	52	COVID-19	nan	nan	nan	nan	nan	N	nan	PA	X-ray	January 25, 2020	Changhua Christian Hospital, Changhua City, Taiwan	images	nejmc2001573_f1a.jpeg	10.1056/NEJMc2001573	https://www.nejm.org/doi/full/10.1056/NEJMc2001573	nan	diffuse infiltrates in the bilateral lower lungs	nan	nan
4	5	F	52	COVID-19	nan	nan	nan	nan	nan	N	nan	PA	X-ray	January 30, 2020	Changhua Christian Hospital, Changhua City, Taiwan	images	nejmc2001573_f1b.jpeg	10.1056/NEJMc2001573	https://www.nejm.org/doi/full/10.1056/NEJMc2001573	nan	progressive diffuse interstitial opacities and consolidation in the bilateral parahilar areas and lower lung fields	nan	nan
5		nan		ARDS	nan	Y	Y	nan	nan	nan	nan	PA	X-ray	2017	nan	images	ARDSSevere.png	nan	https://en.wikipedia.org/wiki/File:ARDSSevere.png	CC BY-SA	Severe ARDS. Person is intubated with an OG in place.	nan	nan
6		nan		COVID-19	nan	Y	Y	Y	nan	nan	nan	PA	X-ray	January 6, 2020	Wuhan Jinyintan Hospital, Wuhan, Hubei Province, China	images	lancet-case2a.jpg	10.1016/S0140-6736(20)30211-7	https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2820%2930211-7/fulltext	nan	Case 2: chest x-ray obtained on Jan 6 (2A). The brightness of both lungs was decreased and multiple patchy shadows were observed; edges were blurred, and large ground-glass opacity and condensation shadows were mainly on the lower right lobe. Tracheal intubation could be seen in the trachea. Heart s…	nan	nan
6	4	nan		COVID-19	nan	Y	Y	Y	nan	nan	nan	PA	X-ray	January 10, 2020	Wuhan Jinyintan Hospital, Wuhan, Hubei Province, China	images	lancet-case2b.jpg	10.1016/S0140-6736(20)30211-7	https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2820%2930211-7/fulltext	nan	Case 2: chest x-ray obtained on Jan 6 (2A). The brightness of both lungs was decreased and multiple patchy shadows were observed; edges were blurred, and large ground-glass opacity and condensation shadows were mainly on the lower right lobe. Tracheal intubation could be seen in the trachea. Heart s…	nan	nan
3	4	M	74	SARS	N	nan	nan	nan	nan	nan	nan	AP	X-ray	2004	Mount Sinai Hospital, Toronto, Ontario, Canada	images	SARS-10.1148rg.242035193-g04mr34g0-Fig8a-day0.jpeg	10.1148/rg.242035193	https://pubs.rsna.org/doi/10.1148/rg.242035193	nan	SARS in a 74-year-old man who developed symptoms 4 days after exposure. Initial anteroposterior chest radiograph shows bilateral airspace disease that is more extensive in the left lung.	nan	nan


CREATE TABLE metadata (
  "patientid" BIGINT,
  "offset" DOUBLE,
  "sex" VARCHAR,
  "age" DOUBLE,
  "finding" VARCHAR,
  "survival" VARCHAR,
  "intubated" VARCHAR,
  "intubation_present" VARCHAR,
  "went_icu" VARCHAR,
  "in_icu" VARCHAR,
  "needed_supplemental_o2" VARCHAR,
  "extubated" VARCHAR,
  "temperature" DOUBLE,
  "po2_saturation" DOUBLE,
  "leukocyte_count" DOUBLE,
  "neutrophil_count" DOUBLE,
  "lymphocyte_count" DOUBLE,
  "view" VARCHAR,
  "modality" VARCHAR,
  "date" VARCHAR,
  "location" VARCHAR,
  "folder" VARCHAR,
  "filename" VARCHAR,
  "doi" VARCHAR,
  "url" VARCHAR,
  "license" VARCHAR,
  "clinical_notes" VARCHAR,
  "other_notes" VARCHAR,
  "unnamed_28" VARCHAR
);