---
license: apache-2.0
pipeline_tag: token-classification
library_name: openmed
tags:
- openmed
- medical-nlp
---

# OpenMed-NER-BloodCancerDetect-BioPatient-108M-v1-onnx-android

This model card is rendered from the OpenMed model manifest. Update `models.jsonl` and rerun the publish step instead of editing this file directly.

## OpenMed in Python on CPU

```python
from openmed import OnnxModel
model = OnnxModel.from_pretrained("OpenMed/OpenMed-NER-BloodCancerDetect-BioPatient-108M-v1-onnx-android")
entities = model("Patient Alice Nguyen was seen in cardiology.")
```

## OpenMed in Web

```typescript
import { loadOnnxModel } from "@openmed/openmedkit-web";
const model = await loadOnnxModel("OpenMed/OpenMed-NER-BloodCancerDetect-BioPatient-108M-v1-onnx-android");
const entities = await model("Patient Alice Nguyen was seen in cardiology.");
```

## OpenMedKit for Android

```kotlin
val model = OpenMedKit.fromDirectory(modelDirectory)
val entities = model.analyzeText("Patient Alice Nguyen was seen in cardiology.")
```

## Manifest Summary

| Field | Value |
|---|---|
| Repository | `OpenMed/OpenMed-NER-BloodCancerDetect-BioPatient-108M-v1-onnx-android` |
| Family | NER |
| Task | token-classification |
| Languages | en |
| Tier | Not specified |
| Parameters | 108M (108,000,000) |
| Architecture | bert |
| Base model | OpenMed/OpenMed-NER-BloodCancerDetect-BioPatient-108M |
| Formats | onnx-android, int8, ort-android |
| License | apache-2.0 |
| arXiv | [arXiv:2508.01630](https://arxiv.org/abs/2508.01630) |
| Reproducibility hash | `sha256:951be4f0ac497912166f1fae87dfec7203a869f80d377c8e5fa9f4f3e428c767` |
| Released | 2026-07-09 |

## Benchmark

| Dataset | Micro F1 | Recall |
|---|---:|---:|
| Not reported | Not reported | Not reported |

## Canonical Labels

`CL`

## Artifact Format

| Field | Value |
|---|---|
| Runtime artifacts | onnx-android, ort-android |
| Quantization | int8 |