{ "ADE-Identification": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "ADE-Extraction": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "ADE-Drug dosage": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "Medication information", "Clinical Stage": "Treatment and Intervention" }, "BARR2": { "Language": "Spanish", "Task Type": "Event Extraction", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Concept standarization", "Clinical Stage": "Research" }, "BrainMRI-AIS": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Neurology, Radiology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "Brateca-Hospitalization": { "Language": "Portuguese", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" }, "Brateca-Mortality": { "Language": "Portuguese", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" }, "Cantemist-Coding": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "Oncology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "Cantemis-NER": { "Language": "Spanish", "Task Type": "Named Entity Recognition", "Clinical Context": "Oncology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "Cantemis-Norm": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "Oncology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CARES-Area": { "Language": "Spanish", "Task Type": "Text Classification", "Clinical Context": "Radiology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CARES ICD10 Block": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "Radiology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CARES-ICD10 Chapter": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "Radiology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CARES-ICD10 Subblock": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "Radiology", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CHIP-CDEE": { "Language": "Chinese", "Task Type": "Event Extraction", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Temporal/Causality determination", "Clinical Stage": "Initial Assessment" }, "C-EMRS": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "Radiology, Endocrinology, Pulmonology, Cardiology, Gastroenterology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "CodiEsp-ICD-10-CM": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CodiEsp-ICD-10-PCS": { "Language": "Spanish", "Task Type": "Normalization and Coding", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "ClinicalNotes-UPMC": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Negation identification", "Clinical Stage": "Research" }, "PPTS": { "Language": "Spanish", "Task Type": "Text Classification", "Clinical Context": "Pulmonology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "CLINpt-NER": { "Language": "Portuguese", "Task Type": "Named Entity Recognition", "Clinical Context": "Neurology", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "CLIP": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Post-discharge patient management", "Clinical Stage": "Discharge and Administration" }, "cMedQA": { "Language": "Chinese", "Task Type": "Question Answering", "Clinical Context": "General", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "DialMed": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "Pulmonology, Gastroenterology, Dermatology, Pharmacology", "Data Access": "Open Access", "Applications": "Medication information", "Clinical Stage": "Treatment and Intervention" }, "DiSMed-NER": { "Language": "Spanish", "Task Type": "Named Entity Recognition", "Clinical Context": "Radiology", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "MIE": { "Language": "Chinese", "Task Type": "Event Extraction", "Clinical Context": "Cardiology", "Data Access": "Open Access", "Applications": "Phenotyping", "Clinical Stage": "Initial Assessment" }, "EHRQA-Primary department": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Specialist recommendation", "Clinical Stage": "Triage and Referral" }, "EHRQA-QA": { "Language": "Chinese", "Task Type": "Question Answering", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "EHRQA-Sub department": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Specialist recommendation", "Clinical Stage": "Triage and Referral" }, "Ex4CDS": { "Language": "German", "Task Type": "Named Entity Recognition", "Clinical Context": "Nephrology", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "GOUT-CC-Consensus": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Endocrinology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "n2c2 2006-De-identification": { "Language": "English", "Task Type": "Named Entity Recognition", "Clinical Context": "Pulmonology", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "Medication extraction": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "Medication information", "Clinical Stage": "Treatment and Intervention" }, "n2c2 2010-Concept": { "Language": "English", "Task Type": "Named Entity Recognition", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "n2c2 2010-Assertion": { "Language": "English", "Task Type": "Named Entity Recognition", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Post-discharge patient management", "Clinical Stage": "Discharge and Administration" }, "n2c2 2010-Relation": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "n2c2 2014-De-identification": { "Language": "English", "Task Type": "Named Entity Recognition", "Clinical Context": "Endocrinology", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "IMCS-V2-NER": { "Language": "Chinese", "Task Type": "Named Entity Recognition", "Clinical Context": "Pediatrics", "Data Access": "Open Access", "Applications": "Phenotyping", "Clinical Stage": "Initial Assessment" }, "JP-STS": { "Language": "Japanese", "Task Type": "Semantic Similarity", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Semantic relation", "Clinical Stage": "Research" }, "meddocan": { "Language": "Spanish", "Task Type": "Named Entity Recognition", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "MEDIQA 2019-RQE": { "Language": "English", "Task Type": "Natural Language Inference", "Clinical Context": "General", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "MedNLI": { "Language": "English", "Task Type": "Natural Language Inference", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Semantic relation", "Clinical Stage": "Research" }, "MedSTS": { "Language": "English", "Task Type": "Semantic Similarity", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Semantic relation", "Clinical Stage": "Research" }, "MTS": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Data organization", "Clinical Stage": "Research" }, "MTS-Temporal": { "Language": "English", "Task Type": "Named Entity Recognition", "Clinical Context": "Pediatrics, Psychology", "Data Access": "Regulated", "Applications": "Temporal/Causality determination", "Clinical Stage": "Initial Assessment" }, "n2c2 2018-ADE&medication": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "NorSynthClinical-NER": { "Language": "Norwegian", "Task Type": "Named Entity Recognition", "Clinical Context": "Cardiology", "Data Access": "Regulated", "Applications": "Temporal/Causality determination", "Clinical Stage": "Initial Assessment" }, "NorSynthClinical-RE": { "Language": "Norwegian", "Task Type": "Event Extraction", "Clinical Context": "Cardiology", "Data Access": "Regulated", "Applications": "Temporal/Causality determination", "Clinical Stage": "Initial Assessment" }, "NUBES": { "Language": "Spanish", "Task Type": "Event Extraction", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Negation identification", "Clinical Stage": "Research" }, "MEDIQA 2023-chat-A": { "Language": "English", "Task Type": "Summarization", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Encounter summarization", "Clinical Stage": "Initial Assessment" }, "MEDIQA 2023-sum-A": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Data organization", "Clinical Stage": "Research" }, "MEDIQA 2023-sum-B": { "Language": "English", "Task Type": "Summarization", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Encounter summarization", "Clinical Stage": "Initial Assessment" }, "RuMedDaNet": { "Language": "Russian", "Task Type": "Natural Language Inference", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "CBLUE-CDN": { "Language": "Chinese", "Task Type": "Normalization and Coding", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Billing & Coding", "Clinical Stage": "Discharge and Administration" }, "CHIP-CTC": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Clinical trial matching", "Clinical Stage": "Research" }, "CHIP-MDCFNPC": { "Language": "Chinese", "Task Type": "Event Extraction", "Clinical Context": "General", "Data Access": "Open Access", "Applications": "Phenotyping", "Clinical Stage": "Initial Assessment" }, "MedDG": { "Language": "Chinese", "Task Type": "Question Answering", "Clinical Context": "Gastroenterology", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "IMCS-V2-SR": { "Language": "Chinese", "Task Type": "Event Extraction", "Clinical Context": "Pediatrics", "Data Access": "Open Access", "Applications": "Phenotyping", "Clinical Stage": "Initial Assessment" }, "IMCS-V2-MRG": { "Language": "Chinese", "Task Type": "Summarization", "Clinical Context": "Pediatrics", "Data Access": "Open Access", "Applications": "Encounter summarization", "Clinical Stage": "Initial Assessment" }, "IMCS-V2-DAC": { "Language": "Chinese", "Task Type": "Text Classification", "Clinical Context": "Pediatrics", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "n2c2 2014-Diabetes": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Cardiology, Endocrinology", "Data Access": "Regulated", "Applications": "Risk factor extraction", "Clinical Stage": "Initial Assessment" }, "n2c2 2014-CAD": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Cardiology, Endocrinology", "Data Access": "Regulated", "Applications": "Risk factor extraction", "Clinical Stage": "Initial Assessment" }, "n2c2 2014-Hyperlipidemia": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Cardiology, Endocrinology", "Data Access": "Regulated", "Applications": "Risk factor extraction", "Clinical Stage": "Initial Assessment" }, "n2c2 2014-Hypertension": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Cardiology, Endocrinology", "Data Access": "Regulated", "Applications": "Risk factor extraction", "Clinical Stage": "Initial Assessment" }, "n2c2 2014-Medication": { "Language": "English", "Task Type": "Event Extraction", "Clinical Context": "Cardiology, Endocrinology", "Data Access": "Regulated", "Applications": "Medication information", "Clinical Stage": "Treatment and Intervention" }, "CAS-label": { "Language": "French", "Task Type": "Event Extraction", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Post-discharge patient management", "Clinical Stage": "Discharge and Administration" }, "CAS-evidence": { "Language": "French", "Task Type": "Summarization", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Summarization", "Clinical Stage": "Discharge and Administration" }, "RuMedNLI": { "Language": "Russian", "Task Type": "Natural Language Inference", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Semantic relation", "Clinical Stage": "Research" }, "RuDReC-NER": { "Language": "Russian", "Task Type": "Named Entity Recognition", "Clinical Context": "Pharmacology", "Data Access": "Open Access", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "NorSynthClinical-PHI": { "Language": "Norwegian", "Task Type": "Named Entity Recognition", "Clinical Context": "Cardiology", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "RuCCoN": { "Language": "Russian", "Task Type": "Named Entity Recognition", "Clinical Context": "Pulmonology", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "CLISTER": { "Language": "French", "Task Type": "Semantic Similarity", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Semantic relation", "Clinical Stage": "Research" }, "BRONCO150-NER&Status": { "Language": "German", "Task Type": "Event Extraction", "Clinical Context": "Oncology", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "CARDIO-DE": { "Language": "German", "Task Type": "Named Entity Recognition", "Clinical Context": "Cardiology", "Data Access": "Regulated", "Applications": "Medication information", "Clinical Stage": "Treatment and Intervention" }, "GraSSCo PHI": { "Language": "German", "Task Type": "Named Entity Recognition", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "De-identification", "Clinical Stage": "Research" }, "IFMIR-Incident type": { "Language": "Japanese", "Task Type": "Text Classification", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "IFMIR-NER": { "Language": "Japanese", "Task Type": "Named Entity Recognition", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "IFMIR-NER&factuality": { "Language": "Japanese", "Task Type": "Event Extraction", "Clinical Context": "Pharmacology", "Data Access": "Regulated", "Applications": "ADE & Incidents", "Clinical Stage": "Treatment and Intervention" }, "iCorpus": { "Language": "Japanese", "Task Type": "Named Entity Recognition", "Clinical Context": "General", "Data Access": "Regulated", "Applications": "Procudure information", "Clinical Stage": "Treatment and Intervention" }, "icliniq-10k": { "Language": "English", "Task Type": "Question Answering", "Clinical Context": "General", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "HealthCareMagic-100k": { "Language": "English", "Task Type": "Question Answering", "Clinical Context": "General", "Data Access": "Open Access", "Applications": "Screen & Consultation", "Clinical Stage": "Triage and Referral" }, "MIMIC-IV CDM": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Gastroenterology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-III Outcome.LoS": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-III Outcome.Mortality": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-IV BHC": { "Language": "English", "Task Type": "Summarization", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Summarization", "Clinical Stage": "Discharge and Administration" }, "MIMIC-IV DiReCT.Dis": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Cardiology, Gastroenterology, Neurology, Pulmonology, Endocrinology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-IV DiReCT.PDD": { "Language": "English", "Task Type": "Text Classification", "Clinical Context": "Cardiology, Gastroenterology, Neurology, Pulmonology, Endocrinology", "Data Access": "Regulated", "Applications": "Diagnosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-III Outcome.Diagnosis": { "Language": "English", "Task Type": "Normalization and Coding", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" }, "MIMIC-III Outcome.Procedure": { "Language": "English", "Task Type": "Normalization and Coding", "Clinical Context": "Critical Care", "Data Access": "Regulated", "Applications": "Prognosis", "Clinical Stage": "Diagnosis and Prognosis" } }