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config.json

@@ -0,0 +1,423 @@
+{
+  "_name_or_path": "PlanTL-GOB-ES/roberta-base-biomedical-clinical-es",
+  "architectures": [
+    "RobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.09357895830152045,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.05924774230541374,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "COPD signs",
+    "1": "COVID 19",
+    "2": "COVID 19 uncertain",
+    "3": "Chilaiditi sign",
+    "4": "NSG tube",
+    "5": "abnormal foreign body",
+    "6": "abscess",
+    "7": "adenopathy",
+    "8": "air bronchogram",
+    "9": "air fluid level",
+    "10": "air trapping",
+    "11": "alveolar pattern",
+    "12": "aortic aneurysm",
+    "13": "aortic atheromatosis",
+    "14": "aortic button enlargement",
+    "15": "aortic elongation",
+    "16": "aortic endoprosthesis",
+    "17": "apical pleural thickening",
+    "18": "artificial aortic heart valve",
+    "19": "artificial heart valve",
+    "20": "artificial mitral heart valve",
+    "21": "asbestosis signs",
+    "22": "ascendent aortic elongation",
+    "23": "atelectasis",
+    "24": "atelectasis basal",
+    "25": "atypical pneumonia",
+    "26": "axial hyperostosis",
+    "27": "azygoesophageal recess shift",
+    "28": "azygos lobe",
+    "29": "blastic bone lesion",
+    "30": "bone cement",
+    "31": "bone metastasis",
+    "32": "breast mass",
+    "33": "bronchiectasis",
+    "34": "bronchovascular markings",
+    "35": "bullas",
+    "36": "calcified adenopathy",
+    "37": "calcified densities",
+    "38": "calcified fibroadenoma",
+    "39": "calcified granuloma",
+    "40": "calcified mediastinal adenopathy",
+    "41": "calcified pleural plaques",
+    "42": "calcified pleural thickening",
+    "43": "callus rib fracture",
+    "44": "cardiomegaly",
+    "45": "catheter",
+    "46": "cavitation",
+    "47": "central vascular redistribution",
+    "48": "central venous catheter",
+    "49": "central venous catheter via jugular vein",
+    "50": "central venous catheter via subclavian vein",
+    "51": "central venous catheter via umbilical vein",
+    "52": "cervical rib",
+    "53": "chest drain tube",
+    "54": "chronic changes",
+    "55": "clavicle fracture",
+    "56": "consolidation",
+    "57": "costochondral junction hypertrophy",
+    "58": "costophrenic angle blunting",
+    "59": "cyst",
+    "60": "dai",
+    "61": "descendent aortic elongation",
+    "62": "dextrocardia",
+    "63": "diaphragmatic eventration",
+    "64": "double J stent",
+    "65": "dual chamber device",
+    "66": "electrical device",
+    "67": "emphysema",
+    "68": "empyema",
+    "69": "end on vessel",
+    "70": "endoprosthesis",
+    "71": "endotracheal tube",
+    "72": "esophagic dilatation",
+    "73": "exclude",
+    "74": "external foreign body",
+    "75": "fibrotic band",
+    "76": "fissure thickening",
+    "77": "flattened diaphragm",
+    "78": "fracture",
+    "79": "gastrostomy tube",
+    "80": "goiter",
+    "81": "granuloma",
+    "82": "ground glass pattern",
+    "83": "gynecomastia",
+    "84": "heart insufficiency",
+    "85": "heart valve calcified",
+    "86": "hemidiaphragm elevation",
+    "87": "hiatal hernia",
+    "88": "hilar congestion",
+    "89": "hilar enlargement",
+    "90": "humeral fracture",
+    "91": "humeral prosthesis",
+    "92": "hydropneumothorax",
+    "93": "hyperinflated lung",
+    "94": "hypoexpansion",
+    "95": "hypoexpansion basal",
+    "96": "increased density",
+    "97": "infiltrates",
+    "98": "interstitial pattern",
+    "99": "kerley lines",
+    "100": "kyphosis",
+    "101": "laminar atelectasis",
+    "102": "lepidic adenocarcinoma",
+    "103": "lipomatosis",
+    "104": "lobar atelectasis",
+    "105": "loculated fissural effusion",
+    "106": "loculated pleural effusion",
+    "107": "lung metastasis",
+    "108": "lung vascular paucity",
+    "109": "lymphangitis carcinomatosa",
+    "110": "lytic bone lesion",
+    "111": "major fissure thickening",
+    "112": "mammary prosthesis",
+    "113": "mass",
+    "114": "mastectomy",
+    "115": "mediastinal enlargement",
+    "116": "mediastinal mass",
+    "117": "mediastinal shift",
+    "118": "mediastinic lipomatosis",
+    "119": "metal",
+    "120": "miliary opacities",
+    "121": "minor fissure thickening",
+    "122": "multiple nodules",
+    "123": "nephrostomy tube",
+    "124": "nipple shadow",
+    "125": "nodule",
+    "126": "non axial articular degenerative changes",
+    "127": "normal",
+    "128": "obesity",
+    "129": "osteopenia",
+    "130": "osteoporosis",
+    "131": "osteosynthesis material",
+    "132": "pacemaker",
+    "133": "pectum carinatum",
+    "134": "pectum excavatum",
+    "135": "pericardial effusion",
+    "136": "pleural effusion",
+    "137": "pleural mass",
+    "138": "pleural plaques",
+    "139": "pleural thickening",
+    "140": "pneumomediastinum",
+    "141": "pneumonia",
+    "142": "pneumoperitoneo",
+    "143": "pneumothorax",
+    "144": "post radiotherapy changes",
+    "145": "prosthesis",
+    "146": "pseudonodule",
+    "147": "pulmonary artery enlargement",
+    "148": "pulmonary artery hypertension",
+    "149": "pulmonary edema",
+    "150": "pulmonary fibrosis",
+    "151": "pulmonary hypertension",
+    "152": "pulmonary mass",
+    "153": "pulmonary venous hypertension",
+    "154": "reservoir central venous catheter",
+    "155": "respiratory distress",
+    "156": "reticular interstitial pattern",
+    "157": "reticulonodular interstitial pattern",
+    "158": "rib fracture",
+    "159": "right sided aortic arch",
+    "160": "round atelectasis",
+    "161": "sclerotic bone lesion",
+    "162": "scoliosis",
+    "163": "segmental atelectasis",
+    "164": "single chamber device",
+    "165": "soft tissue mass",
+    "166": "sternoclavicular junction hypertrophy",
+    "167": "sternotomy",
+    "168": "subacromial space narrowing",
+    "169": "subcutaneous emphysema",
+    "170": "suboptimal study",
+    "171": "superior mediastinal enlargement",
+    "172": "supra aortic elongation",
+    "173": "surgery",
+    "174": "surgery breast",
+    "175": "surgery heart",
+    "176": "surgery humeral",
+    "177": "surgery lung",
+    "178": "surgery neck",
+    "179": "suture material",
+    "180": "thoracic cage deformation",
+    "181": "total atelectasis",
+    "182": "tracheal shift",
+    "183": "tracheostomy tube",
+    "184": "tuberculosis",
+    "185": "tuberculosis sequelae",
+    "186": "unchanged",
+    "187": "vascular hilar enlargement",
+    "188": "vascular redistribution",
+    "189": "ventriculoperitoneal drain tube",
+    "190": "vertebral anterior compression",
+    "191": "vertebral compression",
+    "192": "vertebral degenerative changes",
+    "193": "vertebral fracture",
+    "194": "volume loss"
+  },
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "COVID 19": 1,
+    "COVID 19 uncertain": 2,
+    "Chilaiditi sign": 3,
+    "NSG tube": 4,
+    "abnormal foreign body": 5,
+    "abscess": 6,
+    "adenopathy": 7,
+    "air bronchogram": 8,
+    "air fluid level": 9,
+    "air trapping": 10,
+    "alveolar pattern": 11,
+    "aortic aneurysm": 12,
+    "aortic atheromatosis": 13,
+    "aortic button enlargement": 14,
+    "aortic elongation": 15,
+    "aortic endoprosthesis": 16,
+    "apical pleural thickening": 17,
+    "artificial aortic heart valve": 18,
+    "artificial heart valve": 19,
+    "artificial mitral heart valve": 20,
+    "asbestosis signs": 21,
+    "ascendent aortic elongation": 22,
+    "atelectasis": 23,
+    "atelectasis basal": 24,
+    "atypical pneumonia": 25,
+    "axial hyperostosis": 26,
+    "azygoesophageal recess shift": 27,
+    "azygos lobe": 28,
+    "blastic bone lesion": 29,
+    "bone cement": 30,
+    "bone metastasis": 31,
+    "breast mass": 32,
+    "bronchiectasis": 33,
+    "bronchovascular markings": 34,
+    "bullas": 35,
+    "calcified adenopathy": 36,
+    "calcified densities": 37,
+    "calcified fibroadenoma": 38,
+    "calcified granuloma": 39,
+    "calcified mediastinal adenopathy": 40,
+    "calcified pleural plaques": 41,
+    "calcified pleural thickening": 42,
+    "callus rib fracture": 43,
+    "cardiomegaly": 44,
+    "catheter": 45,
+    "cavitation": 46,
+    "central vascular redistribution": 47,
+    "central venous catheter": 48,
+    "central venous catheter via jugular vein": 49,
+    "central venous catheter via subclavian vein": 50,
+    "central venous catheter via umbilical vein": 51,
+    "cervical rib": 52,
+    "chest drain tube": 53,
+    "chronic changes": 54,
+    "clavicle fracture": 55,
+    "consolidation": 56,
+    "costochondral junction hypertrophy": 57,
+    "costophrenic angle blunting": 58,
+    "cyst": 59,
+    "dai": 60,
+    "descendent aortic elongation": 61,
+    "dextrocardia": 62,
+    "diaphragmatic eventration": 63,
+    "double J stent": 64,
+    "dual chamber device": 65,
+    "electrical device": 66,
+    "emphysema": 67,
+    "empyema": 68,
+    "end on vessel": 69,
+    "endoprosthesis": 70,
+    "endotracheal tube": 71,
+    "esophagic dilatation": 72,
+    "exclude": 73,
+    "external foreign body": 74,
+    "fibrotic band": 75,
+    "fissure thickening": 76,
+    "flattened diaphragm": 77,
+    "fracture": 78,
+    "gastrostomy tube": 79,
+    "goiter": 80,
+    "granuloma": 81,
+    "ground glass pattern": 82,
+    "gynecomastia": 83,
+    "heart insufficiency": 84,
+    "heart valve calcified": 85,
+    "hemidiaphragm elevation": 86,
+    "hiatal hernia": 87,
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+    "hilar enlargement": 89,
+    "humeral fracture": 90,
+    "humeral prosthesis": 91,
+    "hydropneumothorax": 92,
+    "hyperinflated lung": 93,
+    "hypoexpansion": 94,
+    "hypoexpansion basal": 95,
+    "increased density": 96,
+    "infiltrates": 97,
+    "interstitial pattern": 98,
+    "kerley lines": 99,
+    "kyphosis": 100,
+    "laminar atelectasis": 101,
+    "lepidic adenocarcinoma": 102,
+    "lipomatosis": 103,
+    "lobar atelectasis": 104,
+    "loculated fissural effusion": 105,
+    "loculated pleural effusion": 106,
+    "lung metastasis": 107,
+    "lung vascular paucity": 108,
+    "lymphangitis carcinomatosa": 109,
+    "lytic bone lesion": 110,
+    "major fissure thickening": 111,
+    "mammary prosthesis": 112,
+    "mass": 113,
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+    "mediastinal shift": 117,
+    "mediastinic lipomatosis": 118,
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+    "nephrostomy tube": 123,
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+    "non axial articular degenerative changes": 126,
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+    "osteoporosis": 130,
+    "osteosynthesis material": 131,
+    "pacemaker": 132,
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+    "pleural mass": 137,
+    "pleural plaques": 138,
+    "pleural thickening": 139,
+    "pneumomediastinum": 140,
+    "pneumonia": 141,
+    "pneumoperitoneo": 142,
+    "pneumothorax": 143,
+    "post radiotherapy changes": 144,
+    "prosthesis": 145,
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+    "pulmonary artery enlargement": 147,
+    "pulmonary artery hypertension": 148,
+    "pulmonary edema": 149,
+    "pulmonary fibrosis": 150,
+    "pulmonary hypertension": 151,
+    "pulmonary mass": 152,
+    "pulmonary venous hypertension": 153,
+    "reservoir central venous catheter": 154,
+    "respiratory distress": 155,
+    "reticular interstitial pattern": 156,
+    "reticulonodular interstitial pattern": 157,
+    "rib fracture": 158,
+    "right sided aortic arch": 159,
+    "round atelectasis": 160,
+    "sclerotic bone lesion": 161,
+    "scoliosis": 162,
+    "segmental atelectasis": 163,
+    "single chamber device": 164,
+    "soft tissue mass": 165,
+    "sternoclavicular junction hypertrophy": 166,
+    "sternotomy": 167,
+    "subacromial space narrowing": 168,
+    "subcutaneous emphysema": 169,
+    "suboptimal study": 170,
+    "superior mediastinal enlargement": 171,
+    "supra aortic elongation": 172,
+    "surgery": 173,
+    "surgery breast": 174,
+    "surgery heart": 175,
+    "surgery humeral": 176,
+    "surgery lung": 177,
+    "surgery neck": 178,
+    "suture material": 179,
+    "thoracic cage deformation": 180,
+    "total atelectasis": 181,
+    "tracheal shift": 182,
+    "tracheostomy tube": 183,
+    "tuberculosis": 184,
+    "tuberculosis sequelae": 185,
+    "unchanged": 186,
+    "vascular hilar enlargement": 187,
+    "vascular redistribution": 188,
+    "ventriculoperitoneal drain tube": 189,
+    "vertebral anterior compression": 190,
+    "vertebral compression": 191,
+    "vertebral degenerative changes": 192,
+    "vertebral fracture": 193,
+    "volume loss": 194
+  },
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+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "problem_type": "multi_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.20.0",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 52000
+}

optimizer.pt

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pytorch_model.bin

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rng_state_0.pth

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special_tokens_map.json

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tokenizer_config.json

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