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ner_oncology_posology_pipeline (#1541)
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docs/_posts/C-K-Loan/2023-06-13-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/C-K-Loan/2023-06-17-ner_bionlp_biobert_pipeline_en.md

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## Predicted Entities
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`Gene_or_gene_product`, `Cancer`, `Cell`, `Cellular_component`, `Organism`, `Multi-tissue_structure`, `Developing_anatomical_structure`, `Amino_acid`, `Organ`, `Anatomical_system`, `Tissue`, `Organism_subdivision`, `Simple_chemical`, `Organism_substance`, `Immaterial_anatomical_entity`, `Pathological_formation`
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docs/_posts/C-K-Loan/2023-06-17-ner_chemprot_biobert_pipeline_en.md

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## Predicted Entities
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`GENE-N`, `CHEMICAL`, `GENE-Y`
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docs/_posts/C-K-Loan/2023-06-17-ner_clinical_biobert_pipeline_en.md

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## Predicted Entities
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`TREATMENT`, `PROBLEM`, `TEST`
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docs/_posts/C-K-Loan/2023-06-17-ner_events_biobert_pipeline_en.md

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## Predicted Entities
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`SPECIES`, `HUMAN`
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docs/_posts/C-K-Loan/2023-06-17-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/Cabir40/2023-03-09-ner_oncology_unspecific_posology_pipeline_en.md

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[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/clinical/models/ner_oncology_unspecific_posology_pipeline_en_4.3.0_3.2_1678347063020.zip){:.button.button-orange.button-orange-trans.arr.button-icon.hidden}
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[Copy S3 URI](s3://auxdata.johnsnowlabs.com/clinical/models/ner_oncology_unspecific_posology_pipeline_en_4.3.0_3.2_1678347063020.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
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## Predicted Entities
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`Posology_Information`, `Cancer_Therapy`
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## How to use
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docs/_posts/Cabir40/2023-03-20-ner_bionlp_biobert_pipeline_en.md

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This pretrained pipeline is built on the top of [ner_bionlp_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_bionlp_biobert_en.html) model.
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## Predicted Entities
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`Gene_or_gene_product`, `Cancer`, `Cell`, `Cellular_component`, `Organism`, `Multi-tissue_structure`, `Developing_anatomical_structure`, `Amino_acid`, `Organ`, `Anatomical_system`, `Tissue`, `Organism_subdivision`, `Simple_chemical`, `Organism_substance`, `Immaterial_anatomical_entity`, `Pathological_formation`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/Cabir40/2023-03-20-ner_chemprot_biobert_pipeline_en.md

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This pretrained pipeline is built on the top of [ner_chemprot_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_chemprot_biobert_en.html) model.
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## Predicted Entities
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`GENE-N`, `CHEMICAL`, `GENE-Y`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/Cabir40/2023-03-20-ner_clinical_biobert_pipeline_en.md

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This pretrained pipeline is built on the top of [ner_clinical_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_clinical_biobert_en.html) model.
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## Predicted Entities
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`TREATMENT`, `PROBLEM`, `TEST`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/Cabir40/2023-03-20-ner_events_biobert_pipeline_en.md

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This pretrained pipeline is built on the top of [ner_events_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_events_biobert_en.html) model.
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## Predicted Entities
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`SPECIES`, `HUMAN`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/Cabir40/2023-06-13-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/Cabir40/2023-06-16-ner_bionlp_biobert_pipeline_en.md

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## Predicted Entities
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`Gene_or_gene_product`, `Cancer`, `Cell`, `Cellular_component`, `Organism`, `Multi-tissue_structure`, `Developing_anatomical_structure`, `Amino_acid`, `Organ`, `Anatomical_system`, `Tissue`, `Organism_subdivision`, `Simple_chemical`, `Organism_substance`, `Immaterial_anatomical_entity`, `Pathological_formation`
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docs/_posts/Cabir40/2023-06-16-ner_chemprot_biobert_pipeline_en.md

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## Predicted Entities
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`GENE-N`, `CHEMICAL`, `GENE-Y`
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docs/_posts/Cabir40/2023-06-16-ner_clinical_biobert_pipeline_en.md

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## Predicted Entities
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`TREATMENT`, `PROBLEM`, `TEST`
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docs/_posts/Cabir40/2023-06-16-ner_events_biobert_pipeline_en.md

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## Predicted Entities
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`SPECIES`, `HUMAN`
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docs/_posts/Cabir40/2023-06-16-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/Cabir40/2023-06-17-ner_oncology_unspecific_posology_pipeline_en.md

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## Predicted Entities
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`Posology_Information`, `Cancer_Therapy`
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docs/_posts/ahmedlone127/2023-06-13-ner_oncology_posology_pipeline_en.md

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## Predicted Entities
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`Posology_Information`, `Cancer_Therapy`
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docs/_posts/ahmedlone127/2023-06-13-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/ahmedlone127/2023-06-16-ner_bionlp_biobert_pipeline_en.md

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## Predicted Entities
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`Gene_or_gene_product`, `Cancer`, `Cell`, `Cellular_component`, `Organism`, `Multi-tissue_structure`, `Developing_anatomical_structure`, `Amino_acid`, `Organ`, `Anatomical_system`, `Tissue`, `Organism_subdivision`, `Simple_chemical`, `Organism_substance`, `Immaterial_anatomical_entity`, `Pathological_formation`
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docs/_posts/ahmedlone127/2023-06-16-ner_chemprot_biobert_pipeline_en.md

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## Predicted Entities
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`GENE-N`, `CHEMICAL`, `GENE-Y`
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docs/_posts/ahmedlone127/2023-06-16-ner_clinical_biobert_pipeline_en.md

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## Predicted Entities
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`TREATMENT`, `PROBLEM`, `TEST`
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docs/_posts/ahmedlone127/2023-06-16-ner_events_biobert_pipeline_en.md

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## Predicted Entities
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`SPECIES`, `HUMAN`
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docs/_posts/ahmedlone127/2023-06-16-re_test_result_date_pipeline_en.md

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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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docs/_posts/ahmet-mesut/2024-02-02-icd10pcs_resolver_pipeline_en.md

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This pipeline extracts `Procedure` entities from clinical texts and map them to their corresponding ICD-10-PCS codes using `sbiobert_base_cased_mli` Sentence Bert Embeddings.
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## Predicted Entities
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`Procedure`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/akrztrk/2024-02-02-icd10pcs_resolver_pipeline_en.md

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This pipeline extracts `Procedure` entities from clinical texts and map them to their corresponding ICD-10-PCS codes using `sbiobert_base_cased_mli` Sentence Bert Embeddings.
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## Predicted Entities
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`Procedure`
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/bunyamin-polat/2024-02-02-icd10pcs_resolver_pipeline_en.md

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This pipeline extracts `Procedure` entities from clinical texts and map them to their corresponding ICD-10-PCS codes using `sbiobert_base_cased_mli` Sentence Bert Embeddings.
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## Predicted Entities
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`Procedure`
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/murat-gunay/2022-03-21-ner_bionlp_biobert_pipeline_en_3_0.md

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## Predicted Entities
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`Gene_or_gene_product`, `Cancer`, `Cell`, `Cellular_component`, `Organism`, `Multi-tissue_structure`, `Developing_anatomical_structure`, `Amino_acid`, `Organ`, `Anatomical_system`, `Tissue`, `Organism_subdivision`, `Simple_chemical`, `Organism_substance`, `Immaterial_anatomical_entity`, `Pathological_formation`
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{:.btn-box}
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/murat-gunay/2022-03-21-ner_chemprot_biobert_pipeline_en_3_0.md

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This pretrained pipeline is built on the top of [ner_chemprot_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_chemprot_biobert_en.html) model.
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## Predicted Entities
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`GENE-N`, `CHEMICAL`, `GENE-Y`
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{:.btn-box}
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/murat-gunay/2022-03-21-ner_clinical_biobert_pipeline_en_3_0.md

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This pretrained pipeline is built on the top of [ner_clinical_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_clinical_biobert_en.html) model.
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## Predicted Entities
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`TREATMENT`, `PROBLEM`, `TEST`
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{:.btn-box}
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/murat-gunay/2022-03-21-ner_events_biobert_pipeline_en_3_0.md

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This pretrained pipeline is built on the top of [ner_events_biobert](https://nlp.johnsnowlabs.com/2021/04/01/ner_events_biobert_en.html) model.
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## Predicted Entities
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`SPECIES`, `HUMAN`
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<button class="button button-orange" disabled>Live Demo</button>
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<button class="button button-orange" disabled>Open in Colab</button>

docs/_posts/murat-gunay/2022-03-31-re_test_result_date_pipeline_en_3_0.md

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This pretrained pipeline is built on the top of [re_test_result_date](https://nlp.johnsnowlabs.com/2021/02/24/re_test_result_date_en.html) model.
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## Predicted Entities
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`Injury_or_Poisoning`, `Direction`, `Test`, `Route`, `Admission_Discharge`, `Death_Entity`, `Triglycerides`, `Oxygen_Therapy`, `Relationship_Status`, `Duration`, `Alcohol`, `Date`, `Drug`, `Hyperlipidemia`, `Respiration`, `Birth_Entity`, `VS_Finding`, `Age`, `Social_History_Header`, `Family_History_Header`, `Medical_Device`, `Labour_Delivery`, `BMI`, `Fetus_NewBorn`, `Temperature`, `Section_Header`, `Communicable_Disease`, `ImagingFindings`, `Psychological_Condition`, `Obesity`, `Sexually_Active_or_Sexual_Orientation`, `Modifier`, `Vaccine`, `Symptom`, `Pulse`, `Kidney_Disease`, `Oncological`, `EKG_Findings`, `Medical_History_Header`, `Cerebrovascular_Disease`, `Blood_Pressure`, `Diabetes`, `O2_Saturation`, `Heart_Disease`, `Employment`, `Frequency`, `Disease_Syndrome_Disorder`, `Pregnancy`, `RelativeDate`, `Procedure`, `Overweight`, `Race_Ethnicity`, `Hypertension`, `External_body_part_or_region`, `Imaging_Technique`, `Test_Result`, `Treatment`, `Substance`, `Clinical_Dept`, `LDL`, `Diet`, `Substance_Quantity`, `Allergen`, `Gender`, `RelativeTime`, `Total_Cholesterol`, `Internal_organ_or_component`, `Smoking`, `Vital_Signs_Header`, `Height`, `Form`, `Strength`, `Weight`, `Time`, `Dosage`, `HDL`
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[Live Demo](https://demo.johnsnowlabs.com/healthcare/RE_CLINICAL_DATE/){:.button.button-orange}{:target="_blank"}

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