Llm as a Judge: AI Tools Streamline Medical Workflows for Doctors
Artificial intelligence is slowly making its way into doctors’ offices, aiming to alleviate the burden of paperwork and time management. For many physicians, managing their workload has become increasingly challenging, with tasks such as note-taking, chart summarization, and medical research taking up valuable time that could be spent on patient care.
Ambient listening tools are one example of AI’s potential in healthcare. These tools record and transcribe conversations between doctors and patients during appointments, providing a summary of the discussion within minutes. This not only saves time but also ensures accuracy by reducing the likelihood of missed information or misremembered details.
Dr. James Bigham, a family medicine physician at UW Health, has seen firsthand the benefits of ambient listening tools. He notes that these tools have shaved off several hours from his workday, allowing him to focus more on patients rather than being tied to a screen during appointments. ‘We can use the computer as a tool when we need to pull up labs or a growth chart,’ he says. ‘It’s an afterthought, not a central part of the visit.’
Chart summarization is another area where AI-based tools are making a significant impact. These tools comb through patients’ medical charts and summarize everything that has happened since their last visit – including specialist visits, lab results, and electronic messages to other clinicians. This information can be particularly helpful for doctors who haven’t seen a patient in a while.
Dr. Ankur Chugh, associate chief medical information officer of AI at Children’s Wisconsin, emphasizes the importance of chart summarization. ‘If I haven’t seen someone in a year, an automatic summary of notes from all other providers helps me be more thorough and efficient in our appointment,’ he says. This not only saves time but also reduces the burden on patients who may need to recall stressful medical events.
Medical chatbots are another area where AI is being leveraged to streamline workflows for doctors. These tools aggregate relevant research, allowing clinicians to quickly access the most recent evidence-based information when making treatment decisions. Dr. Anai Kothari, a surgical oncologist at Froedtert and the Medical College of Wisconsin, notes that medical chatbots can be particularly helpful in situations where time is of the essence.
Dr. Seema Afsari, a family medicine physician and owner of Vibrance Integrative Primary Care in Whitefish Bay, agrees with Kothari’s assessment. ‘As primary care providers, we’re often the first stop for every question,’ she says. ‘A quick way to crunch down the literature is helpful.’ Medical chatbots can be seen as a tool that helps doctors make informed decisions quickly and efficiently.
Despite the potential benefits of AI in healthcare, some concerns remain about its accuracy and reliability. Dr. Betsy Winga, Milwaukee-based chief medical information officer for ambulatory care at Advocate Aurora Health, notes that there’s always a human in the loop when it comes to implementing care plans using AI tools. ‘There’s no situation where AI is implementing a care plan,’ she says. ‘There’s always a doctor saying,