hbilal-md / hemepath-gpt-4

Testing GPT-4's ability to correctly assign hematopathology diagnosis categories to abnormal lab values.

HemePath-GPT-4

Project Overview

HemePath GPT-4 is an advanced tool designed to leverage the OpenAI GPT-4 model for generating differential diagnoses in the field of hematopathology. It inputs patient-specific bone marrow differentials and peripheral blood CBC (Complete Blood Count) data, processing this information to provide expert-level diagnostic suggestions, immunohistochemical (IHC) stain recommendations, FLOW cytometry suggestions and diagnostic justifications.

Features

• Automated Differential Diagnosis: Generates a ranked list of potential hematological diagnoses.
• Suggests Logical Next Steps in Diagnosiss: Suggests specific immunohistochemical stains and FLOW cytometry studies to investigate the diagnosis.
• Diagnostic Justification: Provides a concise justification for the recommended diagnosis, aiding in clinical decision-making.

Results

Prerequisites

• Python 3.x
• requirements.txt