Addressing issues of vague language, logical gaps, and formatting errors in academic writing, this prompt provides natural language polishing suggestions based on specific disciplinary contexts to ensure precision and journal compliance.
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Act as a senior academic journal editor and optimize the language of the following research abstract regarding the application of machine learning in medical imaging diagnosis. The original text suffers from imprecise terminology, overly long sentence structures that hinder logical coherence, and excessive use of passive voice. Maintain the original academic rigor and core data, focusing on improving sentence fluency, replacing vague verbs with more specific academic vocabulary, and adjusting sentence structures to enhance the clarity of causal relationships. Additionally, check and correct any punctuation usage that does not comply with APA Seventh Edition citation standards. Ensure the final output reads naturally for native English speakers while strictly preserving the accuracy of the original research conclusions. Do not provide modification explanations; output only the optimized complete paragraph.
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