AxisMapper Medical AI Suite
Collection
16 SFT datasets for medical LLMs: ICD-10, DRG, PM-JAY, NER, radiology, and more. • 16 items • Updated
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[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I had a large cyst in armpit it popped on its one and after a couple of weeks healed and closed ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "A few months ago, I had a knot (bump) come up below my left ear. Yesterday, I was messing with ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am 57 yrs. old and get mammograms regularly,about 5 yrs ago my right nipple stopped protruding... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Sir my wife s age is 26, weight 55. Infected with hbv. Hcv, hev, hav are negative. Sgot- 990, sg... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi, i tore my frenulum last weekend whilst having sex with my wife, i m 52 yrs old and this has ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor, We have one normal baby girl of 8 years old and we are planning for next baby from... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Day before yesterday I accidentally stepped on an exposed two inch rusted nail that went through... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "im 19 female im having a pulsating in my right upper chest and pain going down my should out of ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My father in law was tested today and advised that his blood proton levels were still to low and... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,I had unprotected sex a month back and after 4 to 5 hours, I used unwanted 72 and n... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I have had sharp electric shock pains in my head on 3 occasions they last 5 to 10 seconds it sta... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi i have a small pimple like appearance on the side of shaft of my penis...i have indulged in m... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,This question is about my 36-year-old brother. He was having a fever on and off sin... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi i am 3 days late. Last time my period came was on July 6, 2015 i had unprotected sex on July ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi, I recently came back from an overseas trip and ever since my return 2 weeks ago, I have been... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am experiencing a cramp in right side of lower abdomen. It s not a pain. I feel this cramp all... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi i have rheumatoid arthritis but well under control and mobile plus i have pulmonary fibrosis ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I m having serious pain in my lower right abdomen. That s also in my back. I ve been having pain... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I m 18 years old. I had unprotected sex then took a contraceptive the next day. The following da... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "i have a back surgery two month ago but still fell pain in my back, i have visit my doctor after... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I have low back pain, (34yr old), male, for the past 4 years I have had severe gas at times very... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I think I have sone kind vaginal infection, for the last few months I ve been starting to itch r... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I stepped on a nail 6 weeks ago, bleed a little and was current on my tetnus shot...now foot is ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "doc has prescribed me tab acamptas 333mgs 4 tab per day, parocen cr. 12.5 mg 1 tab/day, etilaam ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi, for the pat three weeks Ive had what my doctors think is a virus but Im not sure about that ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "i have movement in my stomach for the last 1 to 2 months sometimes it knots up but more moving t... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi doctor,Is it right to take a beer while breastfeeding? Is it different from other forms of al... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi doc.i am a female aged 47 yrs. i have been diagnosed with melasma. i have pigmentation proble... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "12 day average BP has been 131/98 with a 78 heart rate. Checked with a very good in- home arm cu... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I got stung by a bee yesterday on the side of my foot at about 2 pm it made sure the stinger was... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "What is wrong with me if I am constantly second guessing myself? I started a new job a couple w... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "i have freezing problems which i try to fight off and when i do i get really tired and have to s... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I just had an ultrasound a couple of days ago for a groin lump. I didnt get the results back but... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "On June 20, 2017 it will have been 3 weeks since I broke my collarbone in 3 places along with 2 ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello, well saturday the top right of my mouth started to feel funny i discovered it was swollen... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hai,i m 25 years old.I m married..trying to get pregnant.I have been having my gray hairs from 2... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi doctor i m 16year male old,height-511,weight-70kg...I masturbate some times....I got pimples ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "radius ulnar comminuted fracture but i opt not to do surgery. cast for 7 wks and removed one wk ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Im 13 years old, my chest hurts sometimes, from both sides. Near my heart and the right side as ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I have long lasting spine degenerative disease , in cruciating pain for years . The only medicat... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,I am a 30-year-old female. A thyroid profile done recently shows the TSH at 1.95, T... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "When my husband goes to bed, some nights he wakes up after about an hour with a rapid heart beat... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi, I had a cbc and my blood work was normal except for a platelet count of 95...I was tested ye... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Can the dietary supplement Lean EFX cause mouth sores? I have been taking it for ten days. It ca... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "A friend of mine in Thailand has a son with what I strongly suspect is Icthyosis. My friend says... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My four year old has on her bottom lip white patches that looks like thrush and it does wipe off... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I recently was in a car accident where the other car t-boned my car. I had terrible pain in the ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi i am suffering from SGPT level 111 from 22nd of march and i have consulted with a doctor who ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Doctor,My wifes last period dates are as follows.24-DEC-12 38 DAYS31-JAN-13 33 DAYS05-MAR-13 ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi i just made my blood analysis and noticed that the TGO (AST) TGP (ALT) gama glutamil transpep... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi, I am 31 year old female. Since last 6 months I am having following issue:1. Pain in right kn... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Is it possible that a head trauma to my eyebrow during a rear end collision that totaled my car ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Earlier today I passed out when I stood up. My girlfriend said that I kept shaking with my eyes... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello, I have had pain in the scrotum area for a while now,,, maybe 6-8 months.... I believe it ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "well my girlfriends had this thing all her life where she completely zones out for hours on end ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Just woke up in the middle of the night. Had a weird pain start under my left shoulder (I was la... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "my mothers(age 47 years) ESR count is 35. X-RAY reports suggest that she is suffering from unfol... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am a 52 yr. old female and have a form of ADD and take no medication for it. I do have periodi... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi I m 26yr old having irregular periods since last 4yrs I m married since last 8yrs and have a ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Sir,in my blood test it showed Red Cell Distribution Width is 15.6[which showed high] and Eosino... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi i am from mumbai,, my baby is 1 year and 2 months,,, he has been having loose motions very wt... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I have been having a burning sensation in the upper part of my stomach and bad abdomen pains. I ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,I am a 45-year-old active athletic female. I had inguinal hernia repair with no mes... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,I am a 66-year-old male with a weight of 90 kg and a height of 175 cms. For the las... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "hi im 23 and ive been having episodes for 4 months now where out of the blue i get breathless, p... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Have a picc line inserted last friday because of difficulty getting a vein, and have a foot oper... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My 18 month old has a forehead temp of 38. He is very drowsy and has been most of the day. I put... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My mother had breast cancer 5 years ago. In decemeber they found cancer cells in her lining of h... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello Doc, my name is Anne, I m having a back pain, and I have pus cell in my urine, my doctor p... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "himy name is sayan biswasi am 25 years oldfrom 2-3 days i am having severe pain in my mouth and ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My husband has had numerous doctors visits due to anxiety over health issues. I am at a loss bec... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am 30 old women ,I have 3 children 2 girls and one boy and now I am trying to conceive a baby ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My gums were swollen so i pulled my lip down to look at them & it looked like stuff was coming o... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I woke up with a fever yesterday and also felt a canker sore like feeling at the back of my jaw,... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "i am 24 years old guy i having daily sperm leak prob ...daily in bed i have get mood with doing ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "i was riding a bike and met with an accident, my left leg toes except the big toe got fractured ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I hired into a job as being available at any time for any shift. After more than half a year of ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am a 40 year old female, drinker of alcohol, smoker of cigarettes and have a poor diet. Just n... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My mother was told, after having brain scan, that she has some calcification on her frontal lobe... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Gud day! My husband had his cxr last wk,and advised for ALV.. the diagnosis was fibrotic strands... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I had a small hard lump on my buttock like a mosquito bote which developed a white head. This th... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I m a 55 yr old chinese female. 153cm ht and 49.5kg wt.On 15/4/11 my medical report shows : 1)Eo... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Ive been taken the CXR medical check,the report is the following:Both lung fields are hyperaerat... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Sir, I am 35 Year old My Serum Testosterone Assay is 3.28 ng/ml serum free Testosterone Assay is... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,I got bitten by what I am thinking a spider a week back. I figured since it seemed ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi, my grand father recently took an MRS and has been diagnosed with slip disc. I do not underst... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "HI, DOCTERI AM HENAL PANCHAL FROM AHMEDABAD.ACTUALLY I AM FACING THIS PROBLEM SINCE MANY YEARS. ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi there, Im 24 female and Ive been having swollen glands on my neck monthly for 6 months now. t... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I am a working woman and doing work on computer whole the day. now a days i got swelling and tig... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "For the last eight years I have experienced constant pain in both right and left thumb joints. I... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi I am a 43 year old women, I had a blood test done last week because I was feeling nauseous. M... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi! My daughter had wrist fracture surgery on 01/13/2017 with plates and screws. Her incision is... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hello doctor,Two years ago, I had a problem with one of my wisdom teeth. It caused pulpitis in t... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My new Neurologist in Waterloo, IA gave me a diagnosis for my Head Pain occurring at different t... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I was on depo shot my last shot was August 2011 and I never went back to get my other shot. I ha... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi doctor,My fasting blood sugar is 159.8 mg/dL. My postprandial blood sugar is 280.7 mg/dL. My ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "I have a lump under my skin. It is on my right side lower back next to my spine. It is at waist ... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi,Im trying to get pregnant for 2years now but im facing irregular periods.Can u please suggest... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "My nine year old daughter, an active soccer athlete, has developed a pronounced turning in of th... |
[
{
"role": "system",
"content": "You are a clinical decision support assistant. Given patient symptoms, return a ranked differential diagnosis list with ICD-10 codes."
},
{
"role": "user",
"content": "Hi about a year ago I spent a little too long on self appreciation and wound up with irritation ... |
End of preview. Expand in Data Studio
Symptom to Diagnosis (ChatDoctor-200k)
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
Patient symptom descriptions → differential diagnosis with ICD-10 codes
Why download this
Build clinical decision support chatbots, symptom checkers, or medical question-answering systems. Largest dataset in the AxisMapper suite.
Dataset stats
| Split | Rows |
|---|---|
| Train | 95,573 |
| Validation | 11,947 |
| Test | 11,947 |
| Total | 119,467 |
Data format
Every row is a messages list in chat format — compatible with Unsloth, TRL SFTTrainer, LLaMA-Factory, and any OpenAI-style fine-tuning pipeline:
{
"messages": [
{"role": "system", "content": "You are a ..."},
{"role": "user", "content": "I have had severe chest pain radiating to my left arm for the past 30 minutes, along with sweating and nausea."},
{"role": "assistant", "content": "This presentation is highly concerning for Acute Myocardial Infarction (I21.9). Call emergency services immediately. Differential includes unstable angina (I20.0) and aortic dissection (I71.0)."}
]
}
Data source
avaliev/chat_doctor — 200k real patient-doctor Q&A conversations → https://huggingface.co/datasets/avaliev/chat_doctor
All data is extracted from authoritative public sources. No LLM-generated or synthetic content.
Who should use this
AI health app developers, clinical NLP researchers, medical chatbot builders.
Quick start
from datasets import load_dataset
ds = load_dataset("AmareshHebbar/symptom-diagnoser-sft")
print(ds["train"][0])
Fine-tuning example (Unsloth)
from unsloth import FastLanguageModel
from trl import SFTTrainer
from datasets import load_dataset
model, tokenizer = FastLanguageModel.from_pretrained(
model_name="unsloth/Qwen2.5-3B-Instruct",
max_seq_length=2048,
load_in_4bit=True,
)
dataset = load_dataset("AmareshHebbar/symptom-diagnoser-sft", split="train")
trainer = SFTTrainer(
model=model,
tokenizer=tokenizer,
train_dataset=dataset,
dataset_text_field="messages",
max_seq_length=2048,
)
trainer.train()
Related datasets in this collection
| Dataset | Task | Rows |
|---|---|---|
| icd10-coder-sft | ICD-10-CM coding | 74.7k |
| symptom-diagnoser-sft | Symptom → diagnosis | 119k |
| clinical-summarizer-sft | SOAP summarization | 30k |
| discharge-qa-sft | Discharge summary QA | 30k |
| pmjay-classifier-sft | PM-JAY packages | 11.1k |
| radiology-coder-sft | Radiology coding | 25k |
| medical-ner-sft | Clinical NER | 16.7k |
| hindi-medical-sft | Hindi medical QA | 19.7k |
Citation
@misc{axiomapper2026,
author = {Hebbar, Amaresh},
title = {AxisMapper: Medical AI Fine-tuning Dataset Suite},
year = {2026},
publisher = {HuggingFace},
url = {https://huggingface.co/collections/AmareshHebbar/axiomapper-medical-ai-suite}
}
AxisMapper is an open-source project. Star the repo, open issues, and contribute at GitHub.
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