Model: hyojuuun/gte_base_MIMICCXR_FT
Author: hyojuuun
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:206874, loss:ContrastiveLoss, arxiv:1908.10084, base_model:thenlper/gte-base, base_model:finetune:thenlper/gte-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: thenlper/gte-base
Card metadata: base_model: thenlper/gte-base
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:206874, loss:ContrastiveLoss
widget: source_sentence: Cardiac silhouette size is top normal. Aorta is tortuous and demonstrates mild atherosclerotic calcifications diffusely. Hilar contours are normal. Pulmonary vasculature is normal. Lungs are clear. No pleural effusion or pneumothorax is present. No acute osseous abnormality is detected.  
sentences: No acute cardiopulmonary process. , No acute cardiopulmonary abnormality. , Normal chest radiographs. , source_sentence: The lungs are mildly hyperexpanded but clear. No pleural effusion or pneumothorax is seen. The cardiac and mediastinal silhouettes are unremarkable.  
sentences: Findings worrisome for early/mild left lower lobe pneumonia. , No acute cardiopulmonary process. The mediastinum is not widened. , No radiographic evidence of acute cardiopulmonary disease. , source_sentence: Lung volumes are slightly low. The cardiomediastinal silhouette and pulmonary vasculature a similar to the prior examination, and unremarkable, accounting for low lung volumes. Midline sternal wires are intact and well aligned. Mediastinal clips and anastomotic markers are noted. The lungs are clear. There is no pleural effusion or pneumothorax. Bilateral shoulder prostheses are partially imaged.  
sentences: No acute cardiopulmonary process. , No acute intrathoracic abnormality. , Pulmonary edema, increasing pleural effusions, known mass in the right lower lung. , source_sentence: The left hemi thorax remains opacified. The right lung is now clear. The right mediastinal silhouette is unchanged. An endotracheal tube feeding tube and right internal jugular catheter remain in place.  
sentences: The right lung now appears clear. No other significant change. , No acute cardiopulmonary abnormality. , Chest findings within normal limits, no secondary metastases suspicious lesions identified. , source_sentence: The atient is status post coronary artery bypass graft surgery. The heart is mildly enlarged. There is a large hiatal hernia with an air-fluid level. Otherwise, the mediastinal and hilar contours are unremarkable. The lungs appear clear. The chest is hyperinflated. There is no pleural effusion or pneumothorax. Bony structures are unremarkable.  
sentences: 1. Left apical pneumothorax still small, but considerably larger. Left base pneumothorax also slightly larger. 2. Minimal lucency adjacent to the the aortic knob may also represent part of the left lung pneumothorax. Attention to this area on followup films to exclude any mediastinal air is requested. 3. Extensive subcutaneous emphysema, equivocally slightly greater than on the prior film. 4. Minimal interval change in position of the left chest tube. 5. Right pneumothorax also increased, still small in width, but now seen not only at the right lung apex, but also along the right lateral chest wall and at the right costophrenic angle in the adjoining lung base. , No evidence of acute disease. Normal cardiac size. , No evidence of acute disease. Hyperinflation. Large hiatal hernia. Status post coronary artery bypass graft surgery. 
model-index: name: SentenceTransformer based on thenlper/gte-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: validation
type: validation
metrics: type: pearson_cosine
value: 0.8022517557853334
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.810529949353046
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8243043367211444
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8105359053829688
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.824484835649088
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8105299161732425
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.802251755767147
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8105299280214241
name: Spearman Dot
verified: no, type: pearson_max
value: 0.824484835649088
name: Pearson Max
verified: no, type: spearman_max
value: 0.8105359053829688
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 165
Created: 2024-10-16 13:11:40