Question
stringclasses 5
values | Reference
stringclasses 5
values | Similarity
float64 0.73
0.85
| Predicted
stringclasses 5
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|---|---|---|---|
A 62-year-old woman presents with persistent cough, weight loss, and fatigue. A chest X-ray shows a solitary pulmonary nodule. What is the most likely diagnosis?
|
The combination of a solitary pulmonary nodule and systemic symptoms such as cough, weight loss, and fatigue raises concern for malignancy, particularly lung cancer. Further evaluation via CT scan and biopsy may be warranted to confirm the diagnosis.
| 0.85
|
The most likely diagnosis for this patient is lung cancer, particularly given the presence of a solitary pulmonary nodule and her symptoms of weight loss and fatigue.
|
A 30-year-old male presents with sudden onset of severe abdominal pain, nausea, and vomiting after a heavy meal. What condition should be suspected?
|
Acute pancreatitis is characterized by sudden abdominal pain, often following a fatty meal. The symptoms of nausea and vomiting further support this diagnosis. Laboratory tests and imaging would help confirm the condition.
| 0.73
|
The patient is likely experiencing acute pancreatitis, which can be precipitated by heavy alcohol intake or gallstones, especially after a large meal.
|
A 55-year-old woman with a history of hypertension and diabetes presents with headaches, blurred vision, and swelling in her legs. What is the most likely diagnosis?
|
The combination of severe headaches, visual disturbances, and leg swelling in a patient with hypertension suggests a possible hypertensive emergency. Immediate blood pressure management is crucial to prevent complications.
| 0.78
|
This presentation is suggestive of hypertensive crisis, potentially leading to hypertensive encephalopathy given her symptoms of headaches and blurred vision.
|
An elderly patient develops a sudden onset of confusion and weakness after a fall. What should be the initial assessment?
|
In elderly patients, sudden changes in mental status and physical strength necessitate prompt evaluation for stroke or transient ischemic attack (TIA). Imaging and neurological assessment are critical.
| 0.82
|
Initial assessment should focus on ruling out a cerebrovascular accident (CVA) or stroke, particularly given the sudden confusion and weakness.
|
A young adult experiences recurrent bouts of abdominal pain and diarrhea, especially after consuming dairy products. What condition is most likely?
|
Lactose intolerance is common among adults and can lead to gastrointestinal symptoms after dairy consumption. Diagnosis can be supported through dietary history and hydrogen breath tests.
| 0.76
|
The symptoms are indicative of lactose intolerance, which is characterized by abdominal pain and diarrhea following the consumption of lactose-containing foods.
|
medical-diagnosis-evaluation
Dataset Description
The Enhanced Medical Diagnosis Dataset is designed to support the training and evaluation of AI models in the medical domain. This dataset provides a collection of clinical case scenarios that include questions, predicted diagnoses, reference explanations, and similarity scores. The purpose of this dataset is to improve the accuracy and relevance of AI predictions in medical contexts by offering clear, concise, and medically accurate information. Key improvements include reduced redundancy in predicted responses, increased scrutiny of medical accuracy in predictions, and a broader coverage of diverse diseases to enhance the dataset's comprehensiveness. Applications can range from training medical chatbots to supporting clinical decision-making tools. This dataset only contains sample data. For more data please visit https://www.mobiusi.com or contact us at [email protected].
Usage
from datasets import load_dataset
dataset = load_dataset("Mobiusi/medical-diagnosis-evaluation")
Created: 2025-10-27 19:19:16
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