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cbc_analyzer_v0
max232003/cbc_analyzer_v0
cbc_analyzer_v0 is a machine learning model from max232003. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This is a machine learning model designed to analyze Complete Blood Count (CBC) test results and flag potential anomalies or inconsistencies for further human review.
Access
Public
Updated Aug 8, 2025
Repo size
400 KB
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0
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Repo makeup
Click a slice to open those files.
.pkl400 KB · 99%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Aug 8, 2025
- Updated
- Aug 8, 2025
- SHA
- 2e1de4d8
Model card
From the Hugging Face model README
CBC AI Checker
This is a machine learning model designed to analyze Complete Blood Count (CBC) test results and flag potential anomalies or inconsistencies for further human review.
🔬 Use Case
Laboratories and clinics can use this model to assist in automating the pre-validation process of CBC results, helping save time and reduce human error.
🧠 Model
- Type: RandomForestClassifier
- Trained on: synthetic/real CBC data
- Input: numeric CBC values
- Output: classification (normal / suspicious)
📦 File
cbc_ai_model.pkl: Serialized model usingjoblib
📥 Usage
from huggingface_hub import hf_hub_download
import joblib
model_path = hf_hub_download(repo_id="max232003/cbc_analyzer_v0", filename="cbc_ai_model.pkl")
model = joblib.load(model_path)
- License
- apache-2.0
- Created
- Aug 8, 2025
- Updated
- Aug 8, 2025