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Healthcare
SOAP notes from transcripts

Chain together Prompts to optimally produce SOAP notes from your patient transcripts.

Input Variables
Transcript
Doctor: "Good morning, Mr. Doe. How are you feeling today?" Patient: "Not too great, Doc. I've been having this chest pain that’s really worrying me." Doctor: "Alright, let’s go over everything carefully. When did the pain start?" Patient: "It began about three days ago. It’s not constant, but it comes and goes." Doctor: "Can you describe the pain for me? What does it feel like?" Patient: "Yeah, it’s like a sharp, stabbing pain, right here in the middle of my chest." points to chest "It sort of spreads down my left arm too." Doctor: "I see. How intense is the pain on a scale of 1 to 10, with 10 being the worst pain imaginable?" Patient: "When it hits, I’d say it’s about a 7. It’s pretty bad, but not unbearable." Doctor: "How long does each episode last?" Patient: "Usually about 10 to 15 minutes, then it goes away." Doctor: "Does anything make it worse or bring it on?" Patient: "Yeah, when I’m doing anything physical, like walking up stairs or lifting something heavy, it gets worse. But if I rest for a bit, it goes away." Doctor: "That’s important to note. Have you noticed anything else when the pain comes on? Like shortness of breath, sweating, or dizziness?" Patient: "Yeah, I do feel short of breath sometimes, and once or twice I’ve gotten a little dizzy. But I haven’t noticed any sweating or nausea." Doctor: "Any recent injuries or trauma to your chest?" Patient: "No, nothing like that." Doctor: "Have you ever experienced this kind of pain before?" Patient: "No, this is the first time I’ve felt anything like this." Doctor: "Okay. Let’s talk about your medical history. Do you have any conditions we should know about?" Patient: "Yeah, I’ve got high blood pressure. I’ve been on Lisinopril for a few years." Doctor: "Any other conditions, like diabetes, high cholesterol, or heart disease?" Patient: "No, just the high blood pressure." Doctor: "Are you taking any other medications besides the Lisinopril?" Patient: "No, that’s the only one." Doctor: "Do you smoke or drink alcohol?" Patient: "Yeah, I smoke. I’ve been smoking for about 20 years now. I don’t really drink much, maybe a couple beers on the weekends." Doctor: "How many cigarettes do you smoke a day?" Patient: "Around a pack a day." Doctor: "Okay, we’ll definitely want to keep that in mind. Any family history of heart disease or other serious health issues?" Patient: "Yeah, my dad had a heart attack when he was 50. That’s why I’m kind of freaking out about this pain." Doctor: "I can understand that. It’s good you came in to get this checked. Have you traveled recently, or had any fevers, cough, or infections?" Patient: "No, I’ve just been at home. No fever or anything." Doctor: "Alright, thanks for sharing all of that. Let me take a closer look at you and run through a physical exam." Doctor: "I’m going to start by checking your vitals. Let’s check your blood pressure first... It’s 145 over 90, a bit on the high side. Have you had any issues with your blood pressure recently?" Patient: "Not that I know of. I usually check it at home, and it’s been okay." Doctor: "Okay, let’s check your pulse and oxygen levels. Your heart rate is 88 beats per minute, and your oxygen saturation is 97%. That’s good. Now I’ll take a listen to your heart." Doctor listens to the patient's heart with a stethoscope. Doctor: "Your heart sounds regular, no unusual sounds or murmurs. Let me listen to your lungs." Doctor listens to the patient’s lungs. Doctor: "Lungs are clear, no wheezing or crackles. Can you take a deep breath for me? Do you feel any pain when you breathe deeply?" Patient: "No, no pain with breathing." Doctor: "Good. Now, I’ll press on your chest a little. Let me know if this hurts." Doctor presses on the chest. Patient: "No, that doesn’t hurt." Doctor: "Great, no tenderness to palpation. I’m going to check your abdomen now." Doctor palpates the abdomen. Doctor: "Your abdomen feels normal, no signs of swelling or pain. I’ll check your legs now for any swelling or other issues." Doctor checks the legs and extremities. Doctor: "No swelling or signs of blood clots. How are your legs feeling otherwise?" Patient: "Yeah, my legs feel fine." Doctor: "Lastly, I’ll do a quick neurological exam. Can you squeeze my fingers for me? Great, your strength is normal. I’ll just check your reflexes quickly." Doctor checks reflexes. Doctor: "Everything looks good neurologically, no deficits there."
Doctor: "Good morning, Mr. Doe. How are you feeling today?" Patient: "Not too great, Doc. I've been having this chest pain that’s really worrying me." Doctor: "Alright, let’s go over everything carefully. When did the pain start?" Patient: "It began about three days ago. It’s not constant, but it comes and goes." Doctor: "Can you describe the pain for me? What does it feel like?" Patient: "Yeah, it’s like a sharp, stabbing pain, right here in the middle of my chest." points to chest "It sort of spreads down my left arm too." Doctor: "I see. How intense is the pain on a scale of 1 to 10, with 10 being the worst pain imaginable?" Patient: "When it hits, I’d say it’s about a 7. It’s pretty bad, but not unbearable." Doctor: "How long does each episode last?" Patient: "Usually about 10 to 15 minutes, then it goes away." Doctor: "Does anything make it worse or bring it on?" Patient: "Yeah, when I’m doing anything physical, like walking up stairs or lifting something heavy, it gets worse. But if I rest for a bit, it goes away." Doctor: "That’s important to note. Have you noticed anything else when the pain comes on? Like shortness of breath, sweating, or dizziness?" Patient: "Yeah, I do feel short of breath sometimes, and once or twice I’ve gotten a little dizzy. But I haven’t noticed any sweating or nausea." Doctor: "Any recent injuries or trauma to your chest?" Patient: "No, nothing like that." Doctor: "Have you ever experienced this kind of pain before?" Patient: "No, this is the first time I’ve felt anything like this." Doctor: "Okay. Let’s talk about your medical history. Do you have any conditions we should know about?" Patient: "Yeah, I’ve got high blood pressure. I’ve been on Lisinopril for a few years." Doctor: "Any other conditions, like diabetes, high cholesterol, or heart disease?" Patient: "No, just the high blood pressure." Doctor: "Are you taking any other medications besides the Lisinopril?" Patient: "No, that’s the only one." Doctor: "Do you smoke or drink alcohol?" Patient: "Yeah, I smoke. I’ve been smoking for about 20 years now. I don’t really drink much, maybe a couple beers on the weekends." Doctor: "How many cigarettes do you smoke a day?" Patient: "Around a pack a day." Doctor: "Okay, we’ll definitely want to keep that in mind. Any family history of heart disease or other serious health issues?" Patient: "Yeah, my dad had a heart attack when he was 50. That’s why I’m kind of freaking out about this pain." Doctor: "I can understand that. It’s good you came in to get this checked. Have you traveled recently, or had any fevers, cough, or infections?" Patient: "No, I’ve just been at home. No fever or anything." Doctor: "Alright, thanks for sharing all of that. Let me take a closer look at you and run through a physical exam." Doctor: "I’m going to start by checking your vitals. Let’s check your blood pressure first... It’s 145 over 90, a bit on the high side. Have you had any issues with your blood pressure recently?" Patient: "Not that I know of. I usually check it at home, and it’s been okay." Doctor: "Okay, let’s check your pulse and oxygen levels. Your heart rate is 88 beats per minute, and your oxygen saturation is 97%. That’s good. Now I’ll take a listen to your heart." Doctor listens to the patient's heart with a stethoscope. Doctor: "Your heart sounds regular, no unusual sounds or murmurs. Let me listen to your lungs." Doctor listens to the patient’s lungs. Doctor: "Lungs are clear, no wheezing or crackles. Can you take a deep breath for me? Do you feel any pain when you breathe deeply?" Patient: "No, no pain with breathing." Doctor: "Good. Now, I’ll press on your chest a little. Let me know if this hurts." Doctor presses on the chest. Patient: "No, that doesn’t hurt." Doctor: "Great, no tenderness to palpation. I’m going to check your abdomen now." Doctor palpates the abdomen. Doctor: "Your abdomen feels normal, no signs of swelling or pain. I’ll check your legs now for any swelling or other issues." Doctor checks the legs and extremities. Doctor: "No swelling or signs of blood clots. How are your legs feeling otherwise?" Patient: "Yeah, my legs feel fine." Doctor: "Lastly, I’ll do a quick neurological exam. Can you squeeze my fingers for me? Great, your strength is normal. I’ll just check your reflexes quickly." Doctor checks reflexes. Doctor: "Everything looks good neurologically, no deficits there."
Run the prompt to see the model response...

We feed the transcript into two Prompt Nodes and generate our Subjective and Objective.

Use the analysis to create an assesment and a plan in the specified format, specifically including details like recommended medications, lifestyle changes, diagnostic tests, and when to return back.

Repeat generating plans until quality threshold is met. Once the criteria is satisfied output the SOAP note.

How it works
step
1
Extract Assesment

We feed the transcript into two Prompt Nodes and generate our Subjective and Objective.

step
2
Create Assesment

Use the analysis to create an assesment and a plan in the specified format, specifically including details like recommended medications, lifestyle changes, diagnostic tests, and when to return back.

step
3
Evaluator

Repeat generating plans until quality threshold is met. Once the criteria is satisfied output the SOAP note.

Tools used
Tools
Data Extraction
Evaluator

Customize this workflow

1/ Add your style and tone

2/ Use out of box RAG to leverage physicians’ / clinics’ strategic preferences

3/ Use API Nodes to check drug interactions on the web

4/ Create a loop to iterate until passing a quality Metric

5/ Use Semantic Similarity Metrics to automate quality assessment at scale

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