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Thyroid Cancer Recurrence Prediction #963

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Thyroid Cancer Recurrence Prediction #963

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sreevidya-16 Jul 20, 2024
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README.md
sreevidya-16 Jul 22, 2024
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sreevidya-16 Jul 26, 2024
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281 changes: 130 additions & 151 deletions README.md
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3 changes: 3 additions & 0 deletions Thyroid Cancer Recurrence Prediction/Dataset/README.md
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### Dataset link:

* https://www.kaggle.com/datasets/jainaru/thyroid-disease-data/data
384 changes: 384 additions & 0 deletions Thyroid Cancer Recurrence Prediction/Dataset/Thyroid_Disease_Data.csv
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384 changes: 384 additions & 0 deletions Thyroid Cancer Recurrence Prediction/Dataset/final_data.csv
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78 changes: 78 additions & 0 deletions Thyroid Cancer Recurrence Prediction/Dataset/final_test.csv
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Age,Gender,Smoking,Hx Smoking,Hx Radiothreapy,Thyroid Function,Physical Examination,Adenopathy,Pathology,Focality,Risk,T,N,M,Stage,Response,Recurred
32,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T3a,N0,M0,I,Excellent,No
30,F,No,No,No,Subclinical Hypothyroidism,Normal,Right,Follicular,Uni-Focal,Low,T3a,N0,M0,I,Excellent,No
30,F,No,No,No,Euthyroid,Multinodular goiter,Bilateral,Papillary,Multi-Focal,Intermediate,T3a,N1b,M0,I,Structural Incomplete,Yes
51,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Follicular,Uni-Focal,Intermediate,T3a,N0,M0,I,Structural Incomplete,Yes
43,F,No,Yes,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
51,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Multi-Focal,High,T4a,N1a,M1,II,Structural Incomplete,Yes
55,F,No,No,No,Euthyroid,Multinodular goiter,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
26,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Multi-Focal,Low,T2,N0,M0,I,Excellent,No
62,M,Yes,No,No,Euthyroid,Single nodular goiter-left,Left,Papillary,Multi-Focal,High,T4a,N1b,M1,IVB,Structural Incomplete,Yes
29,F,Yes,No,No,Euthyroid,Single nodular goiter-left,No,Follicular,Uni-Focal,Low,T2,N0,M0,I,Structural Incomplete,Yes
34,F,No,No,No,Euthyroid,Multinodular goiter,Bilateral,Papillary,Uni-Focal,Intermediate,T3a,N1b,M0,I,Indeterminate,No
47,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
61,M,No,No,No,Subclinical Hypothyroidism,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
52,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Multi-Focal,Low,T3a,N0,M0,I,Indeterminate,No
31,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
34,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
35,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
71,M,Yes,Yes,No,Subclinical Hypothyroidism,Multinodular goiter,Bilateral,Papillary,Multi-Focal,High,T4a,N1b,M0,III,Structural Incomplete,Yes
64,F,No,Yes,No,Euthyroid,Multinodular goiter,No,Follicular,Multi-Focal,High,T4a,N0,M1,IVB,Structural Incomplete,Yes
27,F,No,No,No,Clinical Hypothyroidism,Single nodular goiter-right,No,Hurthel cell,Multi-Focal,Low,T3a,N0,M0,I,Excellent,No
20,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
34,F,No,No,No,Euthyroid,Diffuse goiter,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
40,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
39,F,No,No,No,Euthyroid,Diffuse goiter,No,Hurthel cell,Uni-Focal,Low,T2,N0,M0,I,Indeterminate,No
42,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Indeterminate,No
21,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Indeterminate,No
29,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
32,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Multi-Focal,Intermediate,T4a,N0,M0,I,Excellent,No
27,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Indeterminate,No
34,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T3a,N0,M0,I,Structural Incomplete,Yes
60,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Multi-Focal,Low,T2,N0,M0,I,Excellent,No
33,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
79,M,Yes,No,No,Euthyroid,Multinodular goiter,Bilateral,Papillary,Multi-Focal,Intermediate,T3a,N1b,M0,II,Indeterminate,Yes
35,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
32,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
35,F,No,No,No,Euthyroid,Single nodular goiter-right,Right,Papillary,Multi-Focal,Intermediate,T3a,N1a,M0,I,Biochemical Incomplete,Yes
45,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Multi-Focal,Low,T2,N0,M0,I,Excellent,No
31,F,No,No,No,Clinical Hypothyroidism,Multinodular goiter,No,Micropapillary,Uni-Focal,Intermediate,T1a,N0,M0,I,Excellent,No
25,F,No,No,No,Euthyroid,Multinodular goiter,Left,Papillary,Multi-Focal,Intermediate,T3b,N1b,M0,I,Structural Incomplete,Yes
31,F,No,No,No,Euthyroid,Multinodular goiter,Bilateral,Papillary,Multi-Focal,Intermediate,T3a,N1b,M0,I,Structural Incomplete,Yes
27,F,No,No,No,Subclinical Hyperthyroidism,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
32,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
33,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
33,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
42,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Biochemical Incomplete,No
36,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
30,F,No,No,No,Clinical Hyperthyroidism,Normal,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
29,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
18,F,No,No,No,Euthyroid,Single nodular goiter-right,Right,Papillary,Uni-Focal,Intermediate,T1b,N1b,M0,I,Structural Incomplete,Yes
23,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
37,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
31,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
15,F,No,No,No,Euthyroid,Normal,Bilateral,Papillary,Multi-Focal,Intermediate,T3a,N1b,M0,I,Structural Incomplete,Yes
68,F,No,No,No,Clinical Hyperthyroidism,Diffuse goiter,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
27,F,No,No,No,Clinical Hypothyroidism,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
30,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Multi-Focal,Intermediate,T3a,N0,M0,I,Excellent,No
28,F,No,No,No,Euthyroid,Multinodular goiter,Right,Papillary,Uni-Focal,Intermediate,T2,N1b,M0,I,Excellent,No
29,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
52,M,Yes,No,No,Euthyroid,Multinodular goiter,No,Micropapillary,Multi-Focal,Low,T1a,N0,M0,I,Indeterminate,No
45,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
33,F,No,No,No,Euthyroid,Multinodular goiter,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
46,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Hurthel cell,Multi-Focal,Low,T3a,N0,M0,I,Excellent,No
22,F,No,No,No,Clinical Hypothyroidism,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Excellent,No
38,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T3a,N0,M0,I,Excellent,No
21,F,No,No,No,Euthyroid,Single nodular goiter-left,Left,Papillary,Uni-Focal,Intermediate,T2,N1b,M0,I,Structural Incomplete,Yes
62,F,No,No,No,Clinical Hypothyroidism,Multinodular goiter,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Biochemical Incomplete,Yes
73,F,No,No,No,Euthyroid,Single nodular goiter-right,Right,Papillary,Multi-Focal,High,T3b,N1a,M1,IVB,Structural Incomplete,Yes
44,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
81,M,Yes,No,Yes,Euthyroid,Multinodular goiter,Extensive,Papillary,Multi-Focal,High,T4b,N1b,M1,IVB,Structural Incomplete,Yes
62,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
43,F,No,No,No,Euthyroid,Multinodular goiter,No,Micropapillary,Uni-Focal,Low,T1a,N0,M0,I,Excellent,No
41,F,No,No,No,Euthyroid,Single nodular goiter-right,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
33,F,No,No,No,Clinical Hypothyroidism,Single nodular goiter-right,Right,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
55,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Low,T2,N0,M0,I,Excellent,No
54,F,No,No,No,Euthyroid,Multinodular goiter,No,Papillary,Uni-Focal,Low,T1b,N0,M0,I,Indeterminate,No
34,F,No,No,No,Euthyroid,Single nodular goiter-right,Right,Papillary,Uni-Focal,Intermediate,T2,N1b,M0,I,Structural Incomplete,Yes
33,F,No,No,No,Euthyroid,Single nodular goiter-left,No,Papillary,Uni-Focal,Intermediate,T1b,N1b,M0,I,Indeterminate,No
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