Coursera - AI for Medical Prognosis

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Download Free Download : Coursera - AI for Medical Prognosis
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:376.38 MB
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Files Included :

Spoiler

01 course-2-intro-with-andrew-and-pranav.mp4 (17.19 MB)
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02 prerequisites-and-learning-outcomes.mp4 (12.07 MB)
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01 medical-prognosis.mp4 (5.22 MB)
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01 examples-of-prognostic-tasks.mp4 (4.9 MB)
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02 atrial-fibrillation.mp4 (3.51 MB)
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03 liver-disease-mortality.mp4 (4.24 MB)
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04 risk-of-heart-disease.mp4 (4.56 MB)
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01 risk-score-computation.mp4 (7.29 MB)
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01 evaluating-prognostic-models.mp4 (6.82 MB)
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02 concordant-pairs-risk-ties-permissible-pairs.mp4 (3.45 MB)
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03 c-index.mp4 (7.84 MB)
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01 decision-trees-for-prognosis.mp4 (10.24 MB)
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02 decision-trees.mp4 (6.94 MB)
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03 dividing-the-input-space.mp4 (5.26 MB)
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04 building-a-decision-tree.mp4 (4.35 MB)
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05 how-to-fix-overfitting.mp4 (7.57 MB)
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01 survival-data.mp4 (6.65 MB)
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02 different-distributions.mp4 (5.02 MB)
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03 missing-data-example.mp4 (4.42 MB)
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04 missing-completely-at-random.mp4 (4.78 MB)
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05 missing-at-random.mp4 (5.67 MB)
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06 missing-not-at-random.mp4 (5.84 MB)
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01 imputation.mp4 (5.66 MB)
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02 mean-imputation.mp4 (7.56 MB)
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03 regression-imputation.mp4 (4.56 MB)
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04 calculate-imputed-values.mp4 (3.92 MB)
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01 survival-models.mp4 (4.74 MB)
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02 survival-function.mp4 (7.15 MB)
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03 valid-survival-functions.mp4 (5.3 MB)
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01 collecting-time-data.mp4 (4.2 MB)
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02 when-a-stroke-is-not-observed.mp4 (4.15 MB)
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03 heart-attack-data.mp4 (3.65 MB)
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04 right-censoring.mp4 (2.85 MB)
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01 estimating-the-survival-function.mp4 (2.76 MB)
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02 died-immediately-or-never-die.mp4 (5.78 MB)
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03 somewhere-in-between.mp4 (2.82 MB)
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04 using-censored-data.mp4 (2.99 MB)
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05 chain-rule-of-conditional-probability.mp4 (2.46 MB)
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06 deriving-survival.mp4 (4.59 MB)
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07 calculating-probabilities-from-the-data.mp4 (6.45 MB)
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08 comparing-estimates.mp4 (5.16 MB)
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09 kaplan-meier-estimate.mp4 (9.91 MB)
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01 hazard-functions.mp4 (6.05 MB)
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02 hazard.mp4 (5.09 MB)
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03 survival-to-hazard.mp4 (3.28 MB)
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04 cumulative-hazard.mp4 (6.07 MB)
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01 individualized-predictions.mp4 (6.16 MB)
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02 relative-risk.mp4 (5.17 MB)
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03 ranking-patients-by-risk.mp4 (3 MB)
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04 individual-vs-baseline-hazard.mp4 (3.32 MB)
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05 smoker-vs-non-smoker.mp4 (5.17 MB)
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06 effect-of-age-on-hazard.mp4 (6.07 MB)
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07 risk-factor-increase-per-unit-increase-in-a-variable.mp4 (3.32 MB)
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08 risk-factor-increase-or-decrease.mp4 (7.85 MB)
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01 intro-to-survival-trees.mp4 (9.59 MB)
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02 survival-tree.mp4 (9.07 MB)
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03 nelson-aalen-estimator.mp4 (8.92 MB)
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04 comparing-risks-of-patients.mp4 (2.65 MB)
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05 mortality-score.mp4 (4.24 MB)
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01 evaluation-of-survival-model.mp4 (8.23 MB)
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02 permissible-and-non-permissible-pairs.mp4 (4.08 MB)
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03 possible-permissible-pairs.mp4 (3.2 MB)
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04 example-of-harrells-c-index.mp4 (5.86 MB)
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05 example-of-concordant-pairs.mp4 (5.01 MB)
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06 week-4-summary.mp4 (5.45 MB)
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01 congratulations.mp4 (9.04 MB)
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