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    CodyMD AI Doctor Case Study

    45-year-old woman with sinus pressure and headache

    AI Doctor, AI Symptom Checker, AI Diagnosis

    CodyMD

    Published August 5, 2024

    Table of Contents

    Common Questions

    Chat with CodyMD

    Cody's Chat with Patient

    Cody's AI Summary

    Top 3 AI Diagnosis List

    Review by Dr Albert DiPiero

    Resource Center

    Testimonials

    Share this Case Study

    Case Study

    Meet your host

    Dr Albert DiPiero

    Albert DiPiero, MD MPH FACP

    I am a co-founder and the Chief Medical Officer at CodyMD and your host for this edition of Cody Grand Rounds. I have been a practicing physician and faculty member at medical schools for over 26 years.

    About The AI Doctor Case Study

    CodyMD is a partnership between Human Doctors and AI Doctors. Cody is an AI Doctor who helps thousands of people every day. At each Cody Grand Rounds, I select a real case and review it with Cody, the AI Doctor.

    Each case is based on a real patient but has been modified to maintain privacy and to emphasize certain teaching points.

    Common Questions

    What are common causes of sinus pressure and headaches?

    How do I know if I have acute sinusitis?

    How is chronic sinusitis different from acute sinusitis?

    Can seasonal allergies cause sinus pressure and headaches?

    What home remedies can alleviate sinus pressure and headaches?

    When should I see a doctor for sinus pressure and headaches?

    Can over-the-counter medications help with sinus pressure and headaches?

    Chat with CodyMD

    Click the button below to initiate a conversation with CodyMD, your AI Doctor.

    Cody's Chat with Patient

    Below is a conversation transcript between the patient and our AI Doctor CodyMd.

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    Cody, the AI Doctor

    So you want to focus on sinus pressure and headache today, is that correct?

    Patient

    Yes

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    Cody, the AI Doctor

    Good to meet you! My goal is to provide you with an accurate assessment and plan. Let's talk about your concerns regarding sinus pressure and headache. Have you noticed any specific triggers or patterns associated with your symptoms?

    Patient

    I can't think of any specific triggers, but I've had sinus pressure and headaches for about three weeks now.

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    Cody, the AI Doctor

    Three weeks of symptoms can be quite distressing. Have you experienced any other symptoms alongside the sinus pressure and headache, such as a runny nose, cough, or fever?

    Patient

    Yes, I've had some nasal congestion and a bit of a cough, but no fever.

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    Cody, the AI Doctor

    It's helpful to know that you haven't had a fever. In what year were you born?

    Patient

    1978

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    Cody, the AI Doctor

    Understanding your age helps me provide more personalized care. What is your sex?

    Patient

    Female

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    Cody, the AI Doctor

    I see. What type of headaches are you experiencing? Are they localized to any specific area of your head, or do they move around?

    Patient

    The headaches are mostly around my forehead and the bridge of my nose.

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    Cody, the AI Doctor

    Forehead and nasal bridge area can often be linked to sinus issues. On a scale of 1 to 10, with 1 being no problem and 10 being very severe, how would you rate the severity of your headache?

    Patient

    I would say it's around a 6 or 7.

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    Cody, the AI Doctor

    Got it, a 6 or 7 is quite significant. Have you experienced any changes in your sense of smell or taste?

    Patient

    Yes, I've noticed that my sense of smell is a bit dulled.

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    Cody, the AI Doctor

    A dulled sense of smell can be another important clue. Have you tried any over-the-counter medications or home remedies? If so, have they provided any relief?

    Patient

    I've tried using a nasal decongestant spray and ibuprofen, but they only help a little.

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    Cody, the AI Doctor

    Good to know that you’ve tried some treatments. Do you have any known allergies, particularly to pollen, dust, or pets?

    Patient

    I do have some seasonal allergies, mainly to pollen.

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    Cody, the AI Doctor

    Thanks for mentioning your allergies. Have you ever experienced similar symptoms in the past, perhaps related to your allergies or otherwise?

    Patient

    I’ve had sinus issues before, but they usually clear up faster than this. This time it feels different.

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    Cody, the AI Doctor

    Noted. Do you smoke or are you exposed to second-hand smoke?

    Patient

    No, I don't smoke and I’m not around anyone who does.

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    Cody, the AI Doctor

    Thank you for confirming that. Last question: have you had any recent dental work or tooth pain?

    Patient

    No recent dental work or tooth pain.

    Cody's AI Summary

    • You are a 45-year-old woman with sinus pressure and headaches for about three weeks.
    • Your symptoms include nasal congestion, a bit of a cough, dulled sense of smell, and headaches localized around your forehead and the bridge of your nose.
    • You rate the severity of your headaches as a 6 or 7 out of 10.
    • You have seasonal allergies to pollen but no recent dental work or tooth pain.
    • Over-the-counter medications like nasal decongestant spray and ibuprofen have only provided minimal relief. You do not smoke and are not around second-hand smoke.

    Top 3 AI Diagnosis List

    Based on the information and conversations with Cody, we have prepared a top 3 AI Diagnosis List.

    1. Acute Sinusitis( 50 % probability)

    An infection of the sinuses leading to inflammation and symptoms like nasal congestion, facial pain, pressure, and headaches. It is usually a result of a bacterial or viral infection.

    2. Chronic Sinusitis(30 % probability)

    Persistent inflammation of the sinuses lasting more than 12 weeks, often associated with nasal congestion, reduced sense of smell, and facial pain or pressure. It can be due to ongoing infection, allergies, or nasal polyps.

    3. Sinus Headache(20 % probability)

    Headaches related to the sinuses, typically felt in the forehead, cheeks, or bridge of the nose. Often associated with sinus congestion and pressure.

    Review by Dr Albert DiPiero

    Dr Albert DiPiero

    Dr. Albert DiPiero

    It is important to consider a range of diagnoses and thoroughly evaluate this patient who has been suffering for some many weeks. Given the patient's history of three weeks of sinus pressure and headaches, along with nasal congestion, cough, dulled sense of smell, and lack of fever, I concur with Cody's top three diagnoses: Acute Sinusitis, Chronic Sinusitis, and Sinus Headache. I explain in more detail here below why I would lean toward treating acute sinusitis probably with antibiotics at this point.

    1. Acute sinusitis(70% probability)

    The duration of three weeks is on the borderline for this condition to be categorized as acute. The presence of nasal congestion and headache localized around the forehead and nose are consistent with this diagnosis. However, the minimal response to over-the-counter decongestants may suggest a more complicated picture.

    2. Chronic sinusitis(20% probability)

    If symptoms were to persist beyond 12 weeks, this could become a more likely diagnosis. Chronic sinusitis is often associated with ongoing inflammation that doesn’t resolve quickly and may require a different treatment approach such as nasal corticosteroids or saline irrigation.

    3. Sinus Headache(10% probability)

    The localization of the headache to the forehead and nasal bridge is consistent with this condition. However, sinus headaches are usually secondary to sinusitis or other sinus-related issues and seldom occur in isolation, so I place this lower on the list as the underlying cause of her overall symptoms.

    Next Steps for Evaluation

    • Clinical Evaluation: Physical examination of the sinuses including palpation for tenderness and examination of the nasal passages would be helpful at this point.

    • Imaging: A CT scan of the sinuses can provide detailed images to identify inflammation, blockages, or structural abnormalities. Usually this is not necessary in uncomplicated sinusitis, but it could be useful if the patient here fails to improve with the next steps of treatment.

    Potential Treatment Modalities

    • Medication: I would begin with a vigorous course of nasal corticosteroids (such as Flonase), which can help reduce inflammation in both acute and chronic sinusitis. If she does not improve in 5-7 days, I would then prescribe a course of antibiotic. 

    • Home Care: Continual use of saline nasal sprays and hydration can aid symptom relief.

    • Allergy Management: Antihistamines or allergy immunotherapy could be beneficial given her history of seasonal allergies.

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