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I. INTRODUCTION
II. APPLICATIONS OF RL IN HEALTHCARE
III. DYNAMIC TREATMENT REGIMES
IV. AUTOMATED MEDICAL DIAGNOSIS
V. OTHER HEALTHCARE DOMAINS
VI. CHALLENGES AND OPEN ISSUES
VII. FUTURE PERSPECTIVES
VIII. CONCLUSIONS
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