Model: BSC-NLP4BIA/rheuma-symptom-tagger
Author: BSC-NLP4BIA
Tags: pytorch, roberta, biomedical, clinical, EHR, spanish, catalan, rheumatology, NER, named-entity-recognition, symptom, finding, es, base_model:BSC-NLP4BIA/bsc-bio-ehr-es-carmen-symptemist, base_model:finetune:BSC-NLP4BIA/bsc-bio-ehr-es-carmen-symptemist, license:cc-by-4.0, model-index, region:us
Base models (finetune): id: BSC-NLP4BIA/bsc-bio-ehr-es-carmen-symptemist
Card metadata: language: es
tags: biomedical, clinical, EHR, spanish, catalan, rheumatology, NER, named-entity-recognition, biomedical, clinical, symptom, finding
license: cc-by-4.0
metrics: precision, recall, f1
base_model: BSC-NLP4BIA/bsc-bio-ehr-es-carmen-symptemist
model-index: name: BSC-NLP4BIA/rheuma-symptom-tagger
results: task: type: token-classification
dataset: name: ReumaCCC-ES
type: ReumaCCC-ES
metrics: name: precision (micro)
type: precision
value: 0.729
verified: no, name: recall (micro)
type: recall
value: 0.752
verified: no, name: f1 (micro)
type: f1
value: 0.74
verified: no, task: type: token-classification
dataset: name: ReumaCCC-CAT
type: ReumaCCC-CAT
metrics: name: precision (micro)
type: precision
value: 0.672
verified: no, name: recall (micro)
type: recall
value: 0.701
verified: no, name: f1 (micro)
type: f1
value: 0.686
verified: no, task: type: token-classification
dataset: name: ReumaCCC-CAT-relaxed
type: ReumaCCC-CAT-relaxed
metrics: name: precision (micro)
type: precision
value: 0.874
verified: no, name: recall (micro)
type: recall
value: 0.911
verified: no, name: f1 (micro)
type: f1
value: 0.892
verified: no, task: type: token-classification
dataset: name: RMPT
type: RMPT
metrics: name: precision (micro)
type: precision
value: 0.741
verified: no, name: recall (micro)
type: recall
value: 0.771
verified: no, name: f1 (micro)
type: f1
value: 0.756
verified: no
widget: El diagnóstico definitivo de nuestro paciente fue de un Adenocarcinoma de pulmón cT2a cN3 cM1a Estadio IV (por una única lesión pulmonar contralateral) PD-L1 90%, EGFR negativo, ALK negativo y ROS-1 negativo., Durante el ingreso se realiza una TC, observándose un nódulo pulmonar en el LII y una masa renal derecha indeterminada. Se realiza punción biopsia del nódulo pulmonar, con hallazgos altamente sospechosos de carcinoma., Trombosis paraneoplásica con sospecha de hepatocarcinoma por imagen, sobre hígado cirrótico, en paciente con índice Child-Pugh B.
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Created: 2025-11-12 18:39:36