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Medhatvv
/
biogpt_icd10_enhanced

Text Classification
Transformers
Safetensors
PyTorch
biogpt-icd10
medical
icd-10
classification
biogpt
clinical-notes
healthcare
multi-label
medical-coding
discharge-summaries
clinical-nlp
Model card Files
xet
Community
biogpt_icd10_enhanced
File size: 2,767 Bytes 
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{
  "architectures": [
    "BioGPTForICD10Classification"
  ],
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  "code_to_idx": {
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  "dropout_rate": 0.2,
  "enable_enhanced_attention": true,
  "enable_enhanced_classifier": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "icd_codes": [
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    "Z794",
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    "Z955"
  ],
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "layer_norm_eps": 1e-12,
  "learnable_icd_embeddings": true,
  "max_position_embeddings": 1024,
  "model_type": "biogpt-icd10",
  "num_attention_heads": 16,
  "num_attention_layers": 16,
  "num_hidden_layers": 24,
  "num_icd_codes": 50,
  "performance_metrics": {
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    "f1_macro": 0.6921683889110797,
    "f1_micro": 0.7425923267783542,
    "hamming_loss": 0.06360780339498354,
    "precision_macro": 0.6175372765898886,
    "precision_micro": 0.6570744275501688,
    "recall_macro": 0.7921473231592516,
    "recall_micro": 0.8537010843941537,
    "subset_accuracy": 0.09880922219407144
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  "prediction_threshold": 0.25,
  "scale_embedding": true,
  "torch_dtype": "float32",
  "training_details": {
    "epoch": 31,
    "timestamp": "2025-06-09T10:51:55.593755"
  },
  "transformers_version": "4.52.4",
  "use_attention_pooling": true,
  "use_cache": true,
  "use_hierarchical_attention": true,
  "vocab_size": 42384
}