Concerns grow over AI-based healthcare denials

各界對於人工智慧主導醫療保險拒賠的擔憂日益加劇

更新於: 2026年9月27日 上午12:30

In recent years, the integration of artificial intelligence into the healthcare industry has sparked significant debate.

近年來,將人工智慧整合至醫療產業引發了重大爭議。

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Health insurers are increasingly using automated algorithms for "prior authorization," a process that determines if a patient's medical treatment will be covered.

健康保險公司正越來越頻繁地使用自動化演算法來進行「預先授權」,這是一種確定病患醫療處置是否獲得給付的流程。

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While insurance companies argue that AI improves efficiency and helps manage the massive volume of claims, critics view these systems as "black boxes" that prioritize profits over patient well-being.

雖然保險公司主張人工智慧能提升效率並協助管理龐大的索賠案量,但批評者將這些系統視為「黑箱」,認為它們將利潤置於病患福祉之上。

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Reports suggest that some AI tools can process claims in just over a second, leading to high rates of automated denials.

報導指出些許人工智慧工具能在一秒多的時間內處理索賠案,導致自動拒賠率居高不下。

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The lack of transparency has led to a wave of lawsuits and new legislation, such as California's SB 1120, which demands human oversight.

透明度不足已引發了一波訴訟與新立法,例如加州的 SB 1120 法案,該法案要求必須有人工監督。

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As technology evolves, the healthcare sector faces the challenge of balancing administrative speed with the fundamental need for individualized, fair, and human-led medical decision-making.

隨著技術演進,醫療產業面臨著如何在行政效率與個別化、公正且由人類主導的醫療決策等基本需求之間取得平衡的挑戰。

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文章閱讀結束

你閱讀了 6 句重點內容。

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What is the primary concern regarding the use of AI in the prior authorization process?

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正確答案

It may act as a "black box" that overrides clinical judgment and prioritizes profit over patient care.

Why do some physicians report that AI-driven denials lead to burnout?

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正確答案

The complex and time-consuming process of fighting automated denials creates a significant burden.

What is the role of human oversight according to California's SB 1120?

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正確答案

It prohibits insurers from denying claims based solely on AI without meaningful human review.

What is the insurance industry's main argument for using AI in claims processing?

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正確答案

It helps manage the massive volume of claims efficiently and aids in fraud detection.

What is one of the main challenges for patients when their claim is denied by an AI?

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正確答案

A lack of transparency makes it difficult to understand why the denial happened and how to challenge it.

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