Recent technological advancements, including artificial intelligence (AI), have revolutionized every field of human employment.
In healthcare and pharmaceutical industries, AI has opened new opportunities for researchers and professionals to process, analyze, and interpret data more quickly, resulting in the creation of novel treatments and drug development. Developing pharmaceutical drugs through clinical trials can take over a decade, but AI can generate data in a short period of time, facilitating the creation of new advanced drugs with greater efficiency.
What does AI mean for the pharmaceutical industry?
Developing pharmaceutical drugs through clinical trials can usually take more than a decade. Artificial Intelligence -powered software’s can generate that data in an incredibly short period of time, facilitating the creation of new advanced drugs with greater efficiency.
Benefits of AI:
- Enhanced productivity
- Improved customer service
- Lowering of operational costs
- Improved healthcare research and treatments
AI in medical writing:
Artificial intelligence utilizes machine learning, which needs specific inputs to function and compose results. These inputs come in the form of data sets and algorithms, which enable machines to be trained to identify patterns and relationships between data.
In the medical writing field, AI can be used to streamline the process and improve quality. Thus, applications such as AI Writer can be used in regulatory medical writing to generate clinical study protocols, reports, and summary documents [e.g., in Common Technical Document (CTD) format] with greater efficiency and accuracy.
Working with an AI writer:
- Uses algorithms triggered by textual prompts: TheAI writer uses textual prompts from the user to generate content and give comprehensive output.
- Analyze user’s request: It breaks the textual prompts into small constituents to understand the context of the request.
- Identify intent and entities: AI software uses natural language processing (NLP) and deep learning to identify user intent and entities.
- Compose content as output design: generate text as comprehensive output in the form of detailed text.
Benefits of AI in Medical Writing:
- Increased Efficiency: AI-assisted medical writing has the potential to drastically increase efficiency by automating certain tasks.
- Improved Accuracy: The chances of human errors can be minimized.
- Reduced operational costs: AI-assisted medical writing can also benefit pharmaceutical companies by reducing operational costs.
Challenges of AI in Medical Writing:
- Lack of human oversight
- Difficulty in Understanding Complex Medical Concepts
- Potential for errors: not entirely accurate or may have misinformation.
- Lacks depth and expertise of a human mind
The Impact of AI on Regulatory Compliance
- AI-Generated Content and Regulatory Compliance: Because of the automation and large amount of data generated, AI-generated content presents a unique set of challenges.
- Plagiarism: The potential issue of the ethical use of AI-generated content remains a question as it may affect the quality.
- Legal minefield: In highly regulated industries, copyrights over content pose serious legal obligations in regulatory compliance considering data security and privacy.
- AI-Driven Processes and Regulatory Compliance: The use of AI-driven processes can have serious implications in areas that require strict regulatory compliance.
- Confidentiality of data: The drug development processes involve the generation of a vast amount of confidential data that has to be protected from unauthorised access or exploitation.
- Data Manipulation: The machine may be crunching and manipulating the data by making is oversimplified or overcomplicated.
- Algorithmic bias: AI models can become warped by the data that is given to them and thus produce outputs that are biased and inaccurate.
Although AI-assisted medical writing can revolutionize the pharmaceutical industry by making it easier and faster to produce large amounts of high-quality content, it will be a task for pharmaceutical companies to comply with regulatory standards.
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Authored by Prerna Kumari, Medical Writer