1 |
1.jpg |
covid |
tensor(0) |
tensor([0.9923, 0.0077]) |
|
|
TRUE POSITIVE |
|
figure1 |
|
https://www.kjronline.org/DOIx.php?id=10.3348/kjr.2020.0132 |
2 |
2.jpg |
covid |
tensor(0) |
tensor([0.9990, 0.0010]) |
|
|
TRUE POSITIVE |
|
figure2 |
|
https://www.kjronline.org/DOIx.php?id=10.3348/kjr.2020.0132 |
3 |
2602ea3e16a6d7e22204ac78382d1c_jumbo.jpg |
covid |
tensor(0) |
tensor([9.9999e-01, 1.3328e-05]) |
|
|
TRUE POSITIVE |
|
COPY WAS ALSO IN TRAINING SET (VOID RESULT) |
|
https://radiopaedia.org/cases/covid-19-pneumonia-15 |
4 |
NORMAL2-IM-0195-0001.jpeg |
other |
tensor(1) |
tensor([0.0014, 0.9986]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
5 |
NORMAL2-IM-0196-0001.jpeg |
other |
tensor(1) |
tensor([0.0196, 0.9804]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
6 |
NORMAL2-IM-0198-0001.jpeg |
other |
tensor(1) |
tensor([0.0744, 0.9256]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
7 |
NORMAL2-IM-0199-0001.jpeg |
other |
tensor(1) |
tensor([0.1779, 0.8221]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
8 |
NORMAL2-IM-0201-0001.jpeg |
other |
tensor(1) |
tensor([0.1149, 0.8851]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
9 |
NORMAL2-IM-0206-0001.jpeg |
other |
tensor(1) |
tensor([0.3055, 0.6945]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
10 |
NORMAL2-IM-0207-0001.jpeg |
covid |
tensor(0) |
tensor([0.5877, 0.4123]) |
|
|
FALSE POSITIVE |
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
11 |
NORMAL2-IM-0210-0001.jpeg |
other |
tensor(1) |
tensor([0.0126, 0.9874]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
12 |
NORMAL2-IM-0213-0001.jpeg |
other |
tensor(1) |
tensor([0.3185, 0.6815]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
13 |
NORMAL2-IM-0217-0001.jpeg |
other |
tensor(1) |
tensor([0.0149, 0.9851]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
14 |
NORMAL2-IM-0219-0001.jpeg |
other |
tensor(1) |
tensor([0.3007, 0.6993]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
15 |
NORMAL2-IM-0221-0001.jpeg |
other |
tensor(1) |
tensor([0.2562, 0.7438]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
16 |
NORMAL2-IM-0222-0001.jpeg |
other |
tensor(1) |
tensor([0.0086, 0.9914]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
17 |
NORMAL2-IM-0229-0001.jpeg |
other |
tensor(1) |
tensor([0.0288, 0.9712]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
18 |
NORMAL2-IM-0232-0001.jpeg |
other |
tensor(1) |
tensor([0.0101, 0.9899]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
19 |
NORMAL2-IM-0233-0001.jpeg |
other |
tensor(1) |
tensor([0.0037, 0.9963]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
20 |
NORMAL2-IM-0237-0001.jpeg |
other |
tensor(1) |
tensor([0.0168, 0.9832]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
21 |
NORMAL2-IM-0238-0001.jpeg |
other |
tensor(1) |
tensor([0.0653, 0.9347]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
22 |
NORMAL2-IM-0241-0001.jpeg |
other |
tensor(1) |
tensor([0.0727, 0.9273]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
23 |
NORMAL2-IM-0246-0001-0001.jpeg |
other |
tensor(1) |
tensor([0.0516, 0.9484]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
24 |
NORMAL2-IM-0246-0001-0002.jpeg |
other |
tensor(1) |
tensor([0.0516, 0.9484]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
25 |
NORMAL2-IM-0246-0001.jpeg |
other |
tensor(1) |
tensor([0.1870, 0.8130]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
26 |
NORMAL2-IM-0249-0001.jpeg |
covid |
tensor(0) |
tensor([0.5045, 0.4955]) |
|
|
FALSE POSITIVE |
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
27 |
NORMAL2-IM-0251-0001.jpeg |
other |
tensor(1) |
tensor([0.0993, 0.9007]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
28 |
NORMAL2-IM-0252-0001.jpeg |
other |
tensor(1) |
tensor([0.0309, 0.9691]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
29 |
NORMAL2-IM-0256-0001.jpeg |
other |
tensor(1) |
tensor([0.0270, 0.9730]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
30 |
NORMAL2-IM-0259-0001.jpeg |
other |
tensor(1) |
tensor([0.1493, 0.8507]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
31 |
NORMAL2-IM-0267-0001.jpeg |
other |
tensor(1) |
tensor([0.0295, 0.9705]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
32 |
NORMAL2-IM-0271-0001.jpeg |
other |
tensor(1) |
tensor([0.0022, 0.9978]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
33 |
NORMAL2-IM-0272-0001.jpeg |
other |
tensor(1) |
tensor([0.0582, 0.9418]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
34 |
NORMAL2-IM-0273-0001.jpeg |
other |
tensor(1) |
tensor([0.0312, 0.9688]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
35 |
NORMAL2-IM-0274-0001.jpeg |
other |
tensor(1) |
tensor([0.1868, 0.8132]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
36 |
NORMAL2-IM-0275-0001.jpeg |
other |
tensor(1) |
tensor([0.1186, 0.8814]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
37 |
NORMAL2-IM-0276-0001.jpeg |
other |
tensor(1) |
tensor([0.0379, 0.9621]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
38 |
NORMAL2-IM-0277-0001.jpeg |
other |
tensor(1) |
tensor([0.0654, 0.9346]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
39 |
NORMAL2-IM-0278-0001.jpeg |
other |
tensor(1) |
tensor([0.0195, 0.9805]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
40 |
NORMAL2-IM-0279-0001.jpeg |
other |
tensor(1) |
tensor([0.0959, 0.9041]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
41 |
NORMAL2-IM-0280-0001.jpeg |
other |
tensor(1) |
tensor([0.0939, 0.9061]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
42 |
NORMAL2-IM-0281-0001.jpeg |
other |
tensor(1) |
tensor([0.0334, 0.9666]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
43 |
NORMAL2-IM-0282-0001.jpeg |
other |
tensor(1) |
tensor([0.1910, 0.8090]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
44 |
NORMAL2-IM-0283-0001.jpeg |
other |
tensor(1) |
tensor([0.1356, 0.8644]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
45 |
NORMAL2-IM-0285-0001.jpeg |
other |
tensor(1) |
tensor([0.2508, 0.7492]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
46 |
NORMAL2-IM-0286-0001.jpeg |
other |
tensor(1) |
tensor([0.0690, 0.9310]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
47 |
NORMAL2-IM-0287-0001.jpeg |
other |
tensor(1) |
tensor([0.0049, 0.9951]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
48 |
NORMAL2-IM-0288-0001.jpeg |
covid |
tensor(0) |
tensor([0.5756, 0.4244]) |
|
|
FALSE POSITIVE |
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
49 |
NORMAL2-IM-0289-0001.jpeg |
other |
tensor(1) |
tensor([0.0169, 0.9831]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
50 |
NORMAL2-IM-0290-0001.jpeg |
other |
tensor(1) |
tensor([0.0458, 0.9542]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
51 |
NORMAL2-IM-0292-0001.jpeg |
other |
tensor(1) |
tensor([0.0285, 0.9715]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
52 |
NORMAL2-IM-0294-0001.jpeg |
other |
tensor(1) |
tensor([0.2321, 0.7679]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
53 |
NORMAL2-IM-0297-0001.jpeg |
other |
tensor(1) |
tensor([0.1335, 0.8665]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
54 |
NORMAL2-IM-0300-0001.jpeg |
other |
tensor(1) |
tensor([0.0483, 0.9517]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
55 |
NORMAL2-IM-0301-0001.jpeg |
other |
tensor(1) |
tensor([0.0084, 0.9916]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
56 |
NORMAL2-IM-0302-0001.jpeg |
other |
tensor(1) |
tensor([0.3687, 0.6313]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
57 |
NORMAL2-IM-0303-0001.jpeg |
other |
tensor(1) |
tensor([0.0482, 0.9518]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
58 |
NORMAL2-IM-0304-0001.jpeg |
other |
tensor(1) |
tensor([0.0469, 0.9531]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
59 |
NORMAL2-IM-0305-0001.jpeg |
other |
tensor(1) |
tensor([0.0765, 0.9235]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
60 |
NORMAL2-IM-0307-0001.jpeg |
other |
tensor(1) |
tensor([0.0360, 0.9640]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
61 |
NORMAL2-IM-0309-0001.jpeg |
other |
tensor(1) |
tensor([0.0217, 0.9783]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
62 |
NORMAL2-IM-0310-0001.jpeg |
other |
tensor(1) |
tensor([0.0224, 0.9776]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
63 |
NORMAL2-IM-0311-0001.jpeg |
other |
tensor(1) |
tensor([0.0286, 0.9714]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
64 |
NORMAL2-IM-0312-0001.jpeg |
other |
tensor(1) |
tensor([0.0589, 0.9411]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
65 |
NORMAL2-IM-0313-0001.jpeg |
other |
tensor(1) |
tensor([0.1215, 0.8785]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
66 |
NORMAL2-IM-0315-0001.jpeg |
other |
tensor(1) |
tensor([0.2068, 0.7932]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
67 |
NORMAL2-IM-0351-0001.jpeg |
other |
tensor(1) |
tensor([0.0715, 0.9285]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
68 |
NORMAL2-IM-0352-0001.jpeg |
other |
tensor(1) |
tensor([0.0376, 0.9624]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
69 |
NORMAL2-IM-0360-0001.jpeg |
other |
tensor(1) |
tensor([0.2651, 0.7349]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
70 |
NORMAL2-IM-0361-0001.jpeg |
other |
tensor(1) |
tensor([0.2000, 0.8000]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
71 |
NORMAL2-IM-0362-0001.jpeg |
other |
tensor(1) |
tensor([0.1096, 0.8904]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
72 |
NORMAL2-IM-0370-0001.jpeg |
other |
tensor(1) |
tensor([0.0454, 0.9546]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
73 |
NORMAL2-IM-0372-0001.jpeg |
other |
tensor(1) |
tensor([0.0128, 0.9872]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
74 |
NORMAL2-IM-0373-0001.jpeg |
other |
tensor(1) |
tensor([0.1990, 0.8010]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
75 |
NORMAL2-IM-0378-0001.jpeg |
other |
tensor(1) |
tensor([0.1903, 0.8097]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
76 |
NORMAL2-IM-0380-0001.jpeg |
other |
tensor(1) |
tensor([0.0566, 0.9434]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
77 |
NORMAL2-IM-0381-0001.jpeg |
other |
tensor(1) |
tensor([0.0359, 0.9641]) |
|
|
|
|
|
|
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia |
78 |
kjr-21-e24-g003-m.jpg |
covid |
tensor(0) |
tensor([9.9930e-01, 7.0420e-04]) |
|
|
TRUE POSITIVE |
|
figure 3 |
|
https://www.kjronline.org/DOIx.php?id=10.3348/kjr.2020.0132 |