Datasets:

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OvarianUltrasoundFeatureExtraction

idx int64 0 99	ImageID stringclasses 15 values	ImageURL stringclasses 15 values	Labels stringclasses 5 values	Feature1 float64 2.5 12.5	Feature2 float64 8.9 20.3	Feature3 float64 0.1 1.1
0	Ultrasound001	http://example.com/images/ultrasound001.jpg	['FollicularCyst']	3.2	14.8	0.5
1	Ultrasound002	http://example.com/images/ultrasound002.jpg	['CorpusLuteum']	5.1	12.3	0.2
2	Ultrasound003	http://example.com/images/ultrasound003.jpg	['Endometrioma']	4.6	13.5	0.8
3	Ultrasound004	http://example.com/images/ultrasound004.jpg	['Normal']	2.9	10	0.1
4	Ultrasound005	http://example.com/images/ultrasound005.jpg	['PolycysticOvary']	6.2	15.2	0.3
5	Ultrasound006	http://example.com/images/ultrasound006.jpg	['FollicularCyst']	7.4	16.1	0.6
6	Ultrasound006	http://example.com/images/ultrasound006.jpg	['CorpusLuteum']	5	13	0.4
7	Ultrasound006	http://example.com/images/ultrasound006.jpg	['Endometrioma']	4.8	12.7	0.9
8	Ultrasound006	http://example.com/images/ultrasound006.jpg	['Normal']	3	11	0.2
9	Ultrasound006	http://example.com/images/ultrasound006.jpg	['PolycysticOvary']	8.1	16.4	0.7
10	Ultrasound006	http://example.com/images/ultrasound006.jpg	['FollicularCyst']	4.8	12	0.4
11	Ultrasound006	http://example.com/images/ultrasound006.jpg	['CorpusLuteum']	4.9	11.7	0.3
12	Ultrasound006	http://example.com/images/ultrasound006.jpg	['Endometrioma']	4.9	13.2	0.7
13	Ultrasound006	http://example.com/images/ultrasound006.jpg	['Normal']	3	11.7	0.3
14	Ultrasound006	http://example.com/images/ultrasound006.jpg	['PolycysticOvary']	5.7	16.4	0.4
15	Ultrasound007	http://example.com/images/ultrasound007.jpg	['FollicularCyst']	6.9	14.8	0.7
16	Ultrasound007	http://example.com/images/ultrasound007.jpg	['CorpusLuteum']	4.9	13.1	0.3
17	Ultrasound007	http://example.com/images/ultrasound007.jpg	['Endometrioma']	5.5	11.9	1.1
18	Ultrasound007	http://example.com/images/ultrasound007.jpg	['Normal']	2.5	9.5	0.1
19	Ultrasound007	http://example.com/images/ultrasound007.jpg	['PolycysticOvary']	9.5	17.8	0.6
20	Ultrasound007	http://example.com/images/ultrasound007.jpg	['FollicularCyst']	3.5	13.7	0.3
21	Ultrasound007	http://example.com/images/ultrasound007.jpg	['CorpusLuteum']	5.5	12.1	0.4
22	Ultrasound007	http://example.com/images/ultrasound007.jpg	['Endometrioma']	5.3	14.1	0.4
23	Ultrasound007	http://example.com/images/ultrasound007.jpg	['Normal']	2.7	9.9	0.2
24	Ultrasound007	http://example.com/images/ultrasound007.jpg	['PolycysticOvary']	6.5	17.2	0.5
25	Ultrasound008	http://example.com/images/ultrasound008.jpg	['FollicularCyst']	8.1	17.3	0.5
26	Ultrasound008	http://example.com/images/ultrasound008.jpg	['CorpusLuteum']	5.3	13.8	0.5
27	Ultrasound008	http://example.com/images/ultrasound008.jpg	['Endometrioma']	4.2	13.1	0.7
28	Ultrasound008	http://example.com/images/ultrasound008.jpg	['Normal']	3.1	10.5	0.3
29	Ultrasound008	http://example.com/images/ultrasound008.jpg	['PolycysticOvary']	10.2	18.5	0.5
30	Ultrasound008	http://example.com/images/ultrasound008.jpg	['FollicularCyst']	4.1	12.9	0.2
31	Ultrasound008	http://example.com/images/ultrasound008.jpg	['CorpusLuteum']	6.1	11.8	0.3
32	Ultrasound008	http://example.com/images/ultrasound008.jpg	['Endometrioma']	4.7	12.8	0.9
33	Ultrasound008	http://example.com/images/ultrasound008.jpg	['Normal']	2.9	10.8	0.1
34	Ultrasound008	http://example.com/images/ultrasound008.jpg	['PolycysticOvary']	7.1	18	0.6
35	Ultrasound009	http://example.com/images/ultrasound009.jpg	['FollicularCyst']	7	15.5	0.8
36	Ultrasound009	http://example.com/images/ultrasound009.jpg	['CorpusLuteum']	4.8	12.9	0.4
37	Ultrasound009	http://example.com/images/ultrasound009.jpg	['Endometrioma']	5	12.2	0.6
38	Ultrasound009	http://example.com/images/ultrasound009.jpg	['Normal']	2.8	10.2	0.2
39	Ultrasound009	http://example.com/images/ultrasound009.jpg	['PolycysticOvary']	7.9	16.1	0.7
40	Ultrasound009	http://example.com/images/ultrasound009.jpg	['FollicularCyst']	4.4	13.3	0.5
41	Ultrasound009	http://example.com/images/ultrasound009.jpg	['CorpusLuteum']	4.7	12	0.2
42	Ultrasound009	http://example.com/images/ultrasound009.jpg	['Endometrioma']	5.1	13.9	0.6
43	Ultrasound009	http://example.com/images/ultrasound009.jpg	['Normal']	3.1	11.2	0.2
44	Ultrasound009	http://example.com/images/ultrasound009.jpg	['PolycysticOvary']	5.9	15.9	0.3
45	Ultrasound010	http://example.com/images/ultrasound010.jpg	['FollicularCyst']	6.5	14.9	0.6
46	Ultrasound010	http://example.com/images/ultrasound010.jpg	['CorpusLuteum']	5.2	14	0.5
47	Ultrasound010	http://example.com/images/ultrasound010.jpg	['Endometrioma']	6.3	14.1	0.8
48	Ultrasound010	http://example.com/images/ultrasound010.jpg	['Normal']	2.7	9.8	0.1
49	Ultrasound010	http://example.com/images/ultrasound010.jpg	['PolycysticOvary']	8.7	15.9	0.6
50	Ultrasound010	http://example.com/images/ultrasound010.jpg	['FollicularCyst']	3.9	12.5	0.6
51	Ultrasound010	http://example.com/images/ultrasound010.jpg	['CorpusLuteum']	5.8	11.5	0.3
52	Ultrasound010	http://example.com/images/ultrasound010.jpg	['Endometrioma']	4.8	14	0.5
53	Ultrasound010	http://example.com/images/ultrasound010.jpg	['Normal']	2.8	10.3	0.3
54	Ultrasound010	http://example.com/images/ultrasound010.jpg	['PolycysticOvary']	6.3	16.7	0.4
55	Ultrasound011	http://example.com/images/ultrasound011.jpg	['FollicularCyst']	7.2	16.4	0.7
56	Ultrasound011	http://example.com/images/ultrasound011.jpg	['CorpusLuteum']	4.7	13.2	0.3
57	Ultrasound011	http://example.com/images/ultrasound011.jpg	['Endometrioma']	5.1	12.8	1
58	Ultrasound011	http://example.com/images/ultrasound011.jpg	['Normal']	3.3	11.3	0.4
59	Ultrasound011	http://example.com/images/ultrasound011.jpg	['PolycysticOvary']	11	19.2	0.4
60	Ultrasound011	http://example.com/images/ultrasound011.jpg	['FollicularCyst']	4.7	14	0.2
61	Ultrasound011	http://example.com/images/ultrasound011.jpg	['CorpusLuteum']	5.3	12.2	0.4
62	Ultrasound011	http://example.com/images/ultrasound011.jpg	['Endometrioma']	5.2	13.7	0.8
63	Ultrasound011	http://example.com/images/ultrasound011.jpg	['Normal']	2.5	8.9	0.4
64	Ultrasound011	http://example.com/images/ultrasound011.jpg	['PolycysticOvary']	7.3	18.5	0.5
65	Ultrasound012	http://example.com/images/ultrasound012.jpg	['FollicularCyst']	7.8	16.8	0.4
66	Ultrasound012	http://example.com/images/ultrasound012.jpg	['CorpusLuteum']	5.1	13.5	0.4
67	Ultrasound012	http://example.com/images/ultrasound012.jpg	['Endometrioma']	4.7	12.5	0.5
68	Ultrasound012	http://example.com/images/ultrasound012.jpg	['Normal']	2.9	10.1	0.2
69	Ultrasound012	http://example.com/images/ultrasound012.jpg	['PolycysticOvary']	9.8	17	0.5
70	Ultrasound012	http://example.com/images/ultrasound012.jpg	['FollicularCyst']	3.3	13	0.7
71	Ultrasound012	http://example.com/images/ultrasound012.jpg	['CorpusLuteum']	5.9	11.9	0.3
72	Ultrasound012	http://example.com/images/ultrasound012.jpg	['Endometrioma']	5	12.5	0.7
73	Ultrasound012	http://example.com/images/ultrasound012.jpg	['Normal']	2.6	9.7	0.3
74	Ultrasound012	http://example.com/images/ultrasound012.jpg	['PolycysticOvary']	5.5	15.1	0.2
75	Ultrasound013	http://example.com/images/ultrasound013.jpg	['FollicularCyst']	8.3	17.1	0.5
76	Ultrasound013	http://example.com/images/ultrasound013.jpg	['CorpusLuteum']	4.6	12.7	0.3
77	Ultrasound013	http://example.com/images/ultrasound013.jpg	['Endometrioma']	6.5	15	0.7
78	Ultrasound013	http://example.com/images/ultrasound013.jpg	['Normal']	3.2	11.2	0.3
79	Ultrasound013	http://example.com/images/ultrasound013.jpg	['PolycysticOvary']	12.5	20.3	0.3
80	Ultrasound013	http://example.com/images/ultrasound013.jpg	['FollicularCyst']	4	12.2	0.4
81	Ultrasound013	http://example.com/images/ultrasound013.jpg	['CorpusLuteum']	5.2	12.3	0.3
82	Ultrasound013	http://example.com/images/ultrasound013.jpg	['Endometrioma']	4.6	13.1	0.6
83	Ultrasound013	http://example.com/images/ultrasound013.jpg	['Normal']	3.2	12.1	0.1
84	Ultrasound013	http://example.com/images/ultrasound013.jpg	['PolycysticOvary']	6.8	17.3	0.5
85	Ultrasound014	http://example.com/images/ultrasound014.jpg	['FollicularCyst']	6.7	15.2	0.9
86	Ultrasound014	http://example.com/images/ultrasound014.jpg	['CorpusLuteum']	5.4	13.9	0.6
87	Ultrasound014	http://example.com/images/ultrasound014.jpg	['Endometrioma']	5.8	13	0.9
88	Ultrasound014	http://example.com/images/ultrasound014.jpg	['Normal']	2.6	9.3	0.1
89	Ultrasound014	http://example.com/images/ultrasound014.jpg	['PolycysticOvary']	10.8	18	0.5
90	Ultrasound014	http://example.com/images/ultrasound014.jpg	['FollicularCyst']	4.5	13.8	0.3
91	Ultrasound014	http://example.com/images/ultrasound014.jpg	['CorpusLuteum']	5	11.6	0.2
92	Ultrasound014	http://example.com/images/ultrasound014.jpg	['Endometrioma']	5.5	14.3	0.9
93	Ultrasound014	http://example.com/images/ultrasound014.jpg	['Normal']	2.9	11	0.2
94	Ultrasound014	http://example.com/images/ultrasound014.jpg	['PolycysticOvary']	7	17.8	0.4
95	Ultrasound015	http://example.com/images/ultrasound015.jpg	['FollicularCyst']	7.5	16	0.6
96	Ultrasound015	http://example.com/images/ultrasound015.jpg	['CorpusLuteum']	4.9	13.3	0.4
97	Ultrasound015	http://example.com/images/ultrasound015.jpg	['Endometrioma']	4.9	12.4	0.8
98	Ultrasound015	http://example.com/images/ultrasound015.jpg	['Normal']	3.4	11.4	0.5
99	Ultrasound015	http://example.com/images/ultrasound015.jpg	['PolycysticOvary']	11.3	19.5	0.4

OvarianUltrasoundFeatureExtraction

tags: Regression, Feature Learning, Gynecological Imaging

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'OvarianUltrasoundFeatureExtraction' dataset comprises high-resolution ultrasound images of the ovaries from various gynecological imaging sources. Each image is annotated with key features and corresponding labels, such as follicular cysts, corpus luteum, and endometriomas. This dataset serves as a basis for regression and feature learning models aimed at assisting radiologists and machine learning practitioners in the diagnosis and treatment planning for ovarian pathologies. The annotations are performed by expert radiologists and are used for supervised learning tasks in gynecological healthcare.

CSV Content Preview:

ImageID,ImageURL,Labels,Feature1,Feature2,Feature3
Ultrasound001,http://example.com/images/ultrasound001.jpg,["FollicularCyst"],3.2,14.8,0.5
Ultrasound002,http://example.com/images/ultrasound002.jpg,["CorpusLuteum"],5.1,12.3,0.2
Ultrasound003,http://example.com/images/ultrasound003.jpg,["Endometrioma"],4.6,13.5,0.8
Ultrasound004,http://example.com/images/ultrasound004.jpg,["Normal"],2.9,10.0,0.1
Ultrasound005,http://example.com/images/ultrasound005.jpg,["PolycysticOvary"],6.2,15.2,0.3

In this dataset, the 'ImageURL' column links to the ultrasound images, the 'Labels' column contains the list of identified features, and the 'Feature1', 'Feature2', and 'Feature3' columns represent extracted features from the images that could be used for machine learning tasks. The feature values are indicative of certain characteristics of the ultrasound images, such as the size and number of cysts, which are important for classification and regression tasks in ovarian ultrasound analysis.

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'ultrasound':

Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=ultrasound&dataset=OvarianUltrasoundFeatureExtraction&tags=Regression,+Feature+Learning,+Gynecological+Imaging
Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub

Downloads last month: 21

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Size of downloaded dataset files:

9.12 kB

Size of the auto-converted Parquet files:

5.58 kB

Number of rows:

100

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No elements in this dataset have been identified as either opted-out, or opted-in, by their creator.