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1 |
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Introduction to Medical Decision Support (PDF - 7.2 MB) |
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2 |
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Simple Probabilistic Reasoning (PDF) |
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3 |
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Fuzzy & Rough Sets - Part 1 (PDF) |
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4 |
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Fuzzy & Rough Sets - Part 2 (PDF) |
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5 |
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Bayesian Networks - Part 1: Representation & Reasoning (PDF) |
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6 |
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Bayesian Networks - Part 2: Learning From Data (PDF) |
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7 |
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Logistic Regression - Part 1 (PDF - 6 MB) |
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8 |
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Logistic Regression - Part 2 (PDF - 6 MB) |
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9 |
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Unsupervised Learning |
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10 |
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Classification Trees & CART (PDF) |
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11 |
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Artificial Neural Networks (PDF - 2.1 MB) |
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12 |
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Support Vector Machines (PDF - 1.2 MB) |
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13 |
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Evaluation of Predictive Models - Part 1 (PDF) |
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14 |
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Evaluation of Predictive Models - Part 2 (PDF) |
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15 |
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Optimization and Complexity (PDF) |
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16 |
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Survival Analysis (PDF) |
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17 |
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Review of Predictive Methods (PDF) |
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Midterm Exam |
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18 |
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Review of Complexity |
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19 |
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Applied Informatics in Cardiology (PDF) |
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20 |
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Review of Clustering (PDF) |
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21 |
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Student Presentations |
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22 |
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Student Presentations |
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23 |
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Student Presentations |
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