Model: BSC-NLP4BIA/rheuma-disease-tagger
Author: BSC-NLP4BIA
Tags: pytorch, roberta, biomedical, clinical, EHR, spanish, catalan, rheumatology, NER, named-entity-recognition, disease, disorder, es, base_model:BSC-NLP4BIA/bsc-bio-ehr-es-carmen-distemist, base_model:finetune:BSC-NLP4BIA/bsc-bio-ehr-es-carmen-distemist, license:cc-by-4.0, model-index, region:us
Base models (finetune): id: BSC-NLP4BIA/bsc-bio-ehr-es-carmen-distemist
Card metadata: language: es
tags: biomedical, clinical, EHR, spanish, catalan, rheumatology, NER, named-entity-recognition, biomedical, clinical, disease, disorder
license: cc-by-4.0
metrics: precision, recall, f1
base_model: BSC-NLP4BIA/bsc-bio-ehr-es-carmen-distemist
model-index: name: BSC-NLP4BIA/rheuma-disase-tagger
results: task: type: token-classification
dataset: name: ReumaCCC-ES
type: ReumaCCC-ES
metrics: name: precision (micro)
type: precision
value: 0.828
verified: no, name: recall (micro)
type: recall
value: 0.821
verified: no, name: f1 (micro)
type: f1
value: 0.825
verified: no, task: type: token-classification
dataset: name: ReumaCCC-CAT
type: ReumaCCC-CAT
metrics: name: precision (micro)
type: precision
value: 0.765
verified: no, name: recall (micro)
type: recall
value: 0.743
verified: no, name: f1 (micro)
type: f1
value: 0.754
verified: no, task: type: token-classification
dataset: name: ReumaCCC-CAT-relaxed
type: ReumaCCC-CAT-relaxed
metrics: name: precision (micro)
type: precision
value: 0.89
verified: no, name: recall (micro)
type: recall
value: 0.865
verified: no, name: f1 (micro)
type: f1
value: 0.877
verified: no, task: type: token-classification
dataset: name: RMPT
type: RMPT
metrics: name: precision (micro)
type: precision
value: 0.704
verified: no, name: recall (micro)
type: recall
value: 0.722
verified: no, name: f1 (micro)
type: f1
value: 0.712
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 18:36:30