智能诊断

Please cite this paper

Kang Zhang, Xiaohong Liu, Jun Shen, et al. Jianxing He, Tianxin Lin, Weimin Li, Guangyu Wang. (2020). Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements and Prognosis of COVID-19 Pneumonia Using Computed Tomography.

Cell, DOI: 10.1016/j.cell.2020.04.045

https://www.cell.com/cell/fulltext/S0092-8674(20)30551-1?rss=yes

code.zip

Data is available on the following tabel. The data is structured as follows:

1. COVID19-1.zip to COVID19-31.zip: 31 zip files which contain CT scans of COVID-19 pneumonia.
2. CP-1.zip to CP-32.zip: 32 zip files which contain CT scans of common pneumonia.
3. Normal-1.zip to Normal-27.zip: 27 zip files which contain CT scans of normal controls.
4. metadata.csv : csv file that contains the metadata of this dataset, including patient id,scan id,age,sex,critical illness,liver function,lung function, and time of progression.All of the chest CT and clinical metadate used in our prognosis analysis were collected from patients at the time of hospital admission.
5. unzip_filenames.csv: csv file as a reference for users to check and make sure that all files have been downloaded successfully.
6. lesions_slices.csv: csv file for users to check and track the slices with lesions in the dataset.

Files	Description
unzip_filenames.csv	A filename list as a reference for users
lesions_slices.csv	Slices with lesions in the dataset

Categories	Files	Size	MD5 summary	Download URL
NCP	COVID19-1.zip	893M	646ede777322df8943ec7067a1ba9ba8	https        ftp (use FileZilla tool)
	COVID19-2.zip	698M	21a475573918a8d45da1e248d87e3f93	https        ftp (use FileZilla tool)
	COVID19-3.zip	427M	d26111006ec8df54221c8c509c68ba90	https        ftp (use FileZilla tool)
	COVID19-4.zip	760M	51e3763f1a69849d4b949811ece375ee	https        ftp (use FileZilla tool)
	COVID19-5.zip	705M	5c3f19a0959a66e9bd5179011e87a25c	https        ftp (use FileZilla tool)
	COVID19-6.zip	773M	2777fe9c7a7c90cac1b6c50d340a9f87	https        ftp (use FileZilla tool)
	COVID19-7.zip	660M	0df92aa8795f4046fdc56542b531aef7	https        ftp (use FileZilla tool)
	COVID19-8.zip	589M	c9d457d69cb678c27ead355a17f3380e	https        ftp (use FileZilla tool)
	COVID19-9.zip	301M	1b528ff2d83710f7d816619da10f9434	https        ftp (use FileZilla tool)
	COVID19-10.zip	454M	f4f48448380ecb92a96ac414594ec584	https        ftp (use FileZilla tool)
	COVID19-11.zip	713M	be190128316c2756e13e5c6e9e47fb6d	https        ftp (use FileZilla tool)
	COVID19-12.zip	759M	c32c5248f85cb04ac0ac5946d139d020	https        ftp (use FileZilla tool)
	COVID19-13.zip	747M	3c671a75d6af7312a4af6ecb94f13b00	https        ftp (use FileZilla tool)
	COVID19-14.zip	744M	a9803e43f91eff881d0afae8e414b9f2	https        ftp (use FileZilla tool)
	COVID19-15.zip	795M	456198cbc4a222861006ddecc37f967d	https        ftp (use FileZilla tool)
	COVID19-16.zip	719M	645509326a3f3bbd36d525095e26948a	https        ftp (use FileZilla tool)
	COVID19-17.zip	823M	4acbd1f392cf840416dae9d9a3a7e004	https        ftp (use FileZilla tool)
	COVID19-18.zip	824M	6a5de2cc152c8aeae5f6dcb63ba0aa84	https        ftp (use FileZilla tool)
	COVID19-19.zip	725M	cdf570ac5f23b6fc240442d404aa64fe	https        ftp (use FileZilla tool)
	COVID19-20.zip	756M	df7ca335eab0aab2e768a582ae4578d0	https        ftp (use FileZilla tool)
	COVID19-21.zip	690M	546d4872f39d0b54fa7a3b25f6d5654c	https        ftp (use FileZilla tool)
	COVID19-22.zip	881M	ea76424c32f83de86db4f46619223603	https        ftp (use FileZilla tool)
	COVID19-23.zip	544M	c9149ed63827d40e4b2f15affa7684a3	https        ftp (use FileZilla tool)
	COVID19-24.zip	188M	f4c0a689044b9a8bbd5222d5f1148f65	https        ftp (use FileZilla tool)
	COVID19-25.zip	253M	d80b135c66da5c08b5d0612ff3210d9a	https        ftp (use FileZilla tool)
	COVID19-26.zip	216M	b611fc401fb4f76e5610a11630b95dc2	https        ftp (use FileZilla tool)
	COVID19-27.zip	76M	2ef915eac4a941a4c60a5c3ffce07e75	https        ftp (use FileZilla tool)
	COVID19-28.zip	115M	145bfe3027adff565dba2aad1c73097a	https        ftp (use FileZilla tool)
	COVID19-29.zip	80M	513d4ea0201aa4132532fb39807f0cfa	https        ftp (use FileZilla tool)
	COVID19-30.zip	87M	b2fa22cd2701a0e901385ad3de151153	https        ftp (use FileZilla tool)
	COVID19-31.zip	1.5M	5ac9d2068a5a08d5294d86bb8382d09c	https        ftp (use FileZilla tool)
	metadata.csv	11k	fd6df069b616b0dc03409a33b03213bb	https        ftp (use FileZilla tool)
Common pneumonia	CP-1.zip	1.2G	d90c627392e0ae6829e98927d570df8a	https        ftp (use FileZilla tool)
	CP-2.zip	1.4G	34c4630dd496d9082854814a1368973c	https        ftp (use FileZilla tool)
	CP-3.zip	1.2G	0c7f0dee52a1fa9364128ab615ee1af2	https        ftp (use FileZilla tool)
	CP-4.zip	1.2G	2a699acf9c2147252a33205ea48f8193	https        ftp (use FileZilla tool)
	CP-5.zip	1.3G	f6bd00ee51eb1a6083376d3a34f97651	https        ftp (use FileZilla tool)
	CP-6.zip	1.1G	2fb6b67c550db2a37961892246a72d86	https        ftp (use FileZilla tool)
	CP-7.zip	2.5G	a47b8cc8ad969ae9dff2af8769162c0f	https        ftp (use FileZilla tool)
	CP-8.zip	601M	648bc0b35ef19796437cc629b3a491b3	https        ftp (use FileZilla tool)
	CP-9.zip	728M	d63d3644ef3b92a353c30cf0d609a2e9	https        ftp (use FileZilla tool)
	CP-10.zip	650M	45a910e876eac5c751d9ee07426872a2	https        ftp (use FileZilla tool)
	CP-11.zip	747M	a28ad387a9e2d3460a1446d99f9eafcc	https        ftp (use FileZilla tool)
	CP-12.zip	699M	8a2fb9056aa3e6012c166e6d8ee752d2	https        ftp (use FileZilla tool)
	CP-13.zip	737M	bff8ccf23c80b1bb7c032ec2795e7d0a	https        ftp (use FileZilla tool)
	CP-14.zip	722M	d1e3e7b3036b60c59210335ce7cea7c6	https        ftp (use FileZilla tool)
	CP-15.zip	250M	7a93a186fd4aae6f1870a8a6066ad290	https        ftp (use FileZilla tool)
	CP-16.zip	84M	c2e95ee63814b22dc517156d47976216	https        ftp (use FileZilla tool)
	CP-17.zip	95M	12374c1c4b4fcc3309b76fbb3579d837	https        ftp (use FileZilla tool)
	CP-18.zip	670M	8f46c5fee63821dc7d5b161a250bcebd	https        ftp (use FileZilla tool)
	CP-19.zip	1.1G	23a4a16861b12e62cab21fa63ddae011	https        ftp (use FileZilla tool)
	CP-20.zip	463M	6ee2f35aa0776934a1f3fa83343aecbd	https        ftp (use FileZilla tool)
	CP-21.zip	803M	cef2eb2e58a109b248a7e7e7fc6747cf	https        ftp (use FileZilla tool)
	CP-22.zip	529M	c7885d5bb09c9e5a356aa521e15a1014	https        ftp (use FileZilla tool)
	CP-23.zip	698M	c575f5085024427612709ed66729b1d6	https        ftp (use FileZilla tool)
	CP-24.zip	533M	5f2708b8c148f3a78fed25fc99511bbb	https        ftp (use FileZilla tool)
	CP-25.zip	939M	eb572fd3a0fc65f9d12f197a9548e499	https        ftp (use FileZilla tool)
	CP-26.zip	1.4G	bd852f3b96a42cb49856afab6a97f8e8	https        ftp (use FileZilla tool)
	CP-27.zip	115M	ba449d972a6db8898aef42724350ff26	https        ftp (use FileZilla tool)
	CP-28.zip	96M	09a88962508557a3802ffeca56a4c776	https        ftp (use FileZilla tool)
	CP-29.zip	95M	916bbcfca6956e0293d6120bb555c279	https        ftp (use FileZilla tool)
	CP-30.zip	366M	546282402fb168ddf367c8054a1d2fec	https        ftp (use FileZilla tool)
	CP-31.zip	38M	e6baa24c40a4d3af671b4e59ab1eac67	https        ftp (use FileZilla tool)
	CP-32.zip	6.2M	f5ec8357c92624096c9d6047a4370f56	https        ftp (use FileZilla tool)
Normal controls	Normal-1.zip	1.6G	84e4726cd85a39f076a66360f101d87d	https        ftp (use FileZilla tool)
	Normal-2.zip	1.3G	01da6bf576d1a72de84c24be0cf697d3	https        ftp (use FileZilla tool)
	Normal-3.zip	1.3G	59ff5fe945e27a2e469cc65ac867cc1f	https        ftp (use FileZilla tool)
	Normal-4.zip	1.3G	5d5bd5dc386d31a1b642a150b83e07b4	https        ftp (use FileZilla tool)
	Normal-5.zip	555M	5cc7d5ae6129f408ac345114d9b045e0	https        ftp (use FileZilla tool)
	Normal-6.zip	100M	46cd8b78c8e7cc8c9330dd074fbf9e68	https        ftp (use FileZilla tool)
	Normal-7.zip	86M	c6b84530f7e8fd8b388d4a1e541990ac	https        ftp (use FileZilla tool)
	Normal-8.zip	86M	b7fe51d38ad619f4994662257225084e	https        ftp (use FileZilla tool)
	Normal-9.zip	98M	a43e5f82b8f76a3bbd094c4989ef7201	https        ftp (use FileZilla tool)
	Normal-10.zip	98M	a705fa662c22507d4ab9cf2141889216	https        ftp (use FileZilla tool)
	Normal-11.zip	97M	9a0e3252a85ba328fcfc38d51e775cc7	https        ftp (use FileZilla tool)
	Normal-12.zip	94M	83c2f0b9919007386b1b3bdd04565394	https        ftp (use FileZilla tool)
	Normal-13.zip	80M	c91e891624f1fb9063844032dae0fa48	https        ftp (use FileZilla tool)
	Normal-14.zip	84M	c0af103aa7a59482a5bea4651cbac142	https        ftp (use FileZilla tool)
	Normal-15.zip	70M	120f74e022ab0b6cf4099aaa4a910d0c	https        ftp (use FileZilla tool)
	Normal-16.zip	71M	a35002e2c9ad071f4dfc456c9221e29b	https        ftp (use FileZilla tool)
	Normal-17.zip	88M	01baa1b85459a8b6ee4c4dfc1b7db8b6	https        ftp (use FileZilla tool)
	Normal-18.zip	87M	5795b7fde40a946c0ba27fc6fd5113a9	https        ftp (use FileZilla tool)
	Normal-19.zip	76M	c2aafe6be3c84cf3aa0e78db3fff1014	https        ftp (use FileZilla tool)
	Normal-20.zip	70M	144e77fc3c655d648669732258daadb0	https        ftp (use FileZilla tool)
	Normal-21.zip	117M	fe726ae7f654dc6e84cf8552db22ad33	https        ftp (use FileZilla tool)
	Normal-22.zip	48M	c39a599d96777b75f65a80b5154e4e85	https        ftp (use FileZilla tool)
	Normal-23.zip	22M	764d9ed9c2b7fd28550ef216ca270018	https        ftp (use FileZilla tool)
	Normal-24.zip	19M	4b10f0fa2b6377c1f97ded2dc95e754d	https        ftp (use FileZilla tool)
	Normal-25.zip	887M	b64df48a417d850ca6af3888b3594c96	https        ftp (use FileZilla tool)
	Normal-26.zip	397M	241c8264fe23bcd5a81ab8156cd8baa5	https        ftp (use FileZilla tool)
	Normal-27.zip	440M	b1380b0f4c31fe6d9f7064bf815bbdfa	https        ftp (use FileZilla tool)

Lesion segmentation dataset of the CT slice images from the China Consortium of Chest CT Image Investigation (CC-CCII). A total of 750 CT slices from 150 COVID-19 patients were manully segmented into background, lung field, ground-glass opacity (GGO), and consolidation (CL).

Files	Size	MD5 summary	Download URL
ct_lesion_seg.zip	844M	0c0cab8f929c58a2c8749ac879daa52d	https        ftp (use FileZilla tool)

Released 2020-08-12

1. Add a description to metadate.csv of the Experiment data files section.

Released 2020-07-03

1. Add lesion segmentation dataset.

Released 2020-06-04

1. The official link to the published paper is updated.

Released 2020-06-01

1. MD5 file summary is added to each file for users to check the integrity of the files after downloading.
2. Correct some error mappings from the patient ID and scan ID to metadata in the metadata.csv file.
3. COVID19-2.zip and CP-1.zip files with decompression error after downloading are uploaded again.
4. Add unzip_filenames.csv file for users to check and make sure that all files have been downloaded successfully.
5. Add lesions_slices.csv file for users to check and track the slices with lesions in the dataset.

Released 2020-04-23

1. Release the base dataset.