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{
"ADE-Identification": {
"Language": "https://huggingface.co/datasets/ade-benchmark-corpus/ade_corpus_v2",
"Task Type": "Text Classification",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"ADE-Extraction": {
"Language": "https://huggingface.co/datasets/ade-benchmark-corpus/ade_corpus_v2",
"Task Type": "Event Extraction",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"ADE-Drug dosage": {
"Language": "https://huggingface.co/datasets/ade-benchmark-corpus/ade_corpus_v2",
"Task Type": "Event Extraction",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "Medication information",
"Clinical Stage": "Treatment and Intervention"
},
"BARR2": {
"Language": "https://temu.bsc.es/BARR2/datasets.html",
"Task Type": "Event Extraction",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Concept standarization",
"Clinical Stage": "Research"
},
"BrainMRI-AIS": {
"Language": "https://doi.org/10.1371/journal.pone.0212778.s002",
"Task Type": "Text Classification",
"Clinical Context": "Neurology, Radiology",
"Data Access": "Open Access",
"Applications": "Diagnosis",
"Clinical Stage": "Diagnosis and Prognosis"
},
"Cantemist-Coding": {
"Language": "https://zenodo.org/record/3978041#.YzKutOxBwq0",
"Task Type": "Normalization and Coding",
"Clinical Context": "Oncology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"Cantemis-NER": {
"Language": "https://zenodo.org/record/3978041#.YzKutOxBwq0",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Oncology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"Cantemis-Norm": {
"Language": "https://zenodo.org/record/3978041#.YzKutOxBwq0",
"Task Type": "Normalization and Coding",
"Clinical Context": "Oncology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CARES-Area": {
"Language": "https://huggingface.co/datasets/chizhikchi/CARES",
"Task Type": "Text Classification",
"Clinical Context": "Radiology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CARES ICD10 Block": {
"Language": "https://huggingface.co/datasets/chizhikchi/CARES",
"Task Type": "Normalization and Coding",
"Clinical Context": "Radiology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CARES-ICD10 Chapter": {
"Language": "https://huggingface.co/datasets/chizhikchi/CARES",
"Task Type": "Normalization and Coding",
"Clinical Context": "Radiology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CARES-ICD10 Subblock": {
"Language": "https://huggingface.co/datasets/chizhikchi/CARES",
"Task Type": "Normalization and Coding",
"Clinical Context": "Radiology",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CHIP-CDEE": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Event Extraction",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Temporal/Causality determination",
"Clinical Stage": "Initial Assessment"
},
"C-EMRS": {
"Language": "https:// github.com/YangzlTHU/C-EMRs",
"Task Type": "Text Classification",
"Clinical Context": "Radiology, Endocrinology, Pulmonology, Cardiology, Gastroenterology",
"Data Access": "Open Access",
"Applications": "Diagnosis",
"Clinical Stage": "Diagnosis and Prognosis"
},
"CodiEsp-ICD-10-CM": {
"Language": "https://zenodo.org/record/3837305#.YwXJRXZBw2y",
"Task Type": "Normalization and Coding",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CodiEsp-ICD-10-PCS": {
"Language": "https://zenodo.org/record/3837305#.YwXJRXZBw2y",
"Task Type": "Normalization and Coding",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"ClinicalNotes-UPMC": {
"Language": "https://code.google.com/archive/p/negex/downloads?page=2",
"Task Type": "Text Classification",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Negation identification",
"Clinical Stage": "Research"
},
"PPTS": {
"Language": "https://www.mdpi.com/article/10.3390/diagnostics12102536/s1",
"Task Type": "Text Classification",
"Clinical Context": "Pulmonology",
"Data Access": "Open Access",
"Applications": "Diagnosis",
"Clinical Stage": "Diagnosis and Prognosis"
},
"CLINpt-NER": {
"Language": "https://github.com/fabioacl/PortugueseClinicalNER",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Neurology",
"Data Access": "Open Access",
"Applications": "Procudure information",
"Clinical Stage": "Treatment and Intervention"
},
"cMedQA": {
"Language": "https://github.com/zhangsheng93/cMedQA\nhttps://github.com/zhangsheng93/cMedQA2",
"Task Type": "Question Answering",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"DialMed": {
"Language": "https://github.com/f-window/DialMed/tree/main/data/dataset",
"Task Type": "Text Classification",
"Clinical Context": "Pulmonology, Gastroenterology, Dermatology, Pharmacology",
"Data Access": "Open Access",
"Applications": "Medication information",
"Clinical Stage": "Treatment and Intervention"
},
"MIE": {
"Language": "https://github.com/nlpir2020/MIE-ACL-2020/tree/master/data",
"Task Type": "Event Extraction",
"Clinical Context": "Cardiology",
"Data Access": "Open Access",
"Applications": "Phenotyping",
"Clinical Stage": "Initial Assessment"
},
"Ex4CDS": {
"Language": "https://github.com/DFKI-NLP/Ex4CDS",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Nephrology",
"Data Access": "Open Access",
"Applications": "Procudure information",
"Clinical Stage": "Treatment and Intervention"
},
"IMCS-V2-NER": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Pediatrics",
"Data Access": "Open Access",
"Applications": "Phenotyping",
"Clinical Stage": "Initial Assessment"
},
"JP-STS": {
"Language": "https://github.com/sociocom/Japanese-Clinical-STS",
"Task Type": "Semantic Similarity",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Semantic relation",
"Clinical Stage": "Research"
},
"meddocan": {
"Language": "https://github.com/PlanTL-GOB-ES/SPACCC_MEDDOCAN",
"Task Type": "Named Entity Recognition",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "De-identification",
"Clinical Stage": "Research"
},
"MEDIQA 2019-RQE": {
"Language": "https://www.aicrowd.com/challenges/mediqa-2019-recognizing-question-entailment-rqe#datasets",
"Task Type": "Natural Language Inference",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"MTS": {
"Language": "https://mtsamples.com/",
"Task Type": "Text Classification",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Data organization",
"Clinical Stage": "Research"
},
"MTS-Temporal": {
"Language": "https://github.com/medesto/timeline-reconstruction",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Pediatrics, Psychology",
"Data Access": "Open Access",
"Applications": "Temporal/Causality determination",
"Clinical Stage": "Initial Assessment"
},
"NorSynthClinical-NER": {
"Language": "https://github.com/ltgoslo/NorSynthClinical",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Cardiology",
"Data Access": "Open Access",
"Applications": "Temporal/Causality determination",
"Clinical Stage": "Initial Assessment"
},
"NorSynthClinical-RE": {
"Language": "https://github.com/ltgoslo/NorSynthClinical",
"Task Type": "Event Extraction",
"Clinical Context": "Cardiology",
"Data Access": "Open Access",
"Applications": "Temporal/Causality determination",
"Clinical Stage": "Initial Assessment"
},
"NUBES": {
"Language": "https://github.com/Vicomtech/NUBes-negation-uncertainty-biomedical-corpus",
"Task Type": "Event Extraction",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Negation identification",
"Clinical Stage": "Research"
},
"MEDIQA 2023-chat-A": {
"Language": "https://github.com/abachaa/MTS-Dialog",
"Task Type": "Summarization",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Encounter summarization",
"Clinical Stage": "Initial Assessment"
},
"MEDIQA 2023-sum-A": {
"Language": "https://github.com/abachaa/MTS-Dialog",
"Task Type": "Text Classification",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Data organization",
"Clinical Stage": "Research"
},
"MEDIQA 2023-sum-B": {
"Language": "https://github.com/abachaa/MTS-Dialog",
"Task Type": "Summarization",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Encounter summarization",
"Clinical Stage": "Initial Assessment"
},
"RuMedDaNet": {
"Language": "https://github.com/sberbank-ai-lab/RuMedBench/tree/main/data/RuMedDaNet",
"Task Type": "Natural Language Inference",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"CBLUE-CDN": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Normalization and Coding",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Billing & Coding",
"Clinical Stage": "Discharge and Administration"
},
"CHIP-CTC": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Text Classification",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Clinical trial matching",
"Clinical Stage": "Research"
},
"CHIP-MDCFNPC": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Event Extraction",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Phenotyping",
"Clinical Stage": "Initial Assessment"
},
"MedDG": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Question Answering",
"Clinical Context": "Gastroenterology",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"IMCS-V2-SR": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Event Extraction",
"Clinical Context": "Pediatrics",
"Data Access": "Open Access",
"Applications": "Phenotyping",
"Clinical Stage": "Initial Assessment"
},
"IMCS-V2-MRG": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Summarization",
"Clinical Context": "Pediatrics",
"Data Access": "Open Access",
"Applications": "Encounter summarization",
"Clinical Stage": "Initial Assessment"
},
"IMCS-V2-DAC": {
"Language": "https://tianchi.aliyun.com/dataset/95414",
"Task Type": "Text Classification",
"Clinical Context": "Pediatrics",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"RuDReC-NER": {
"Language": "https://github.com/cimm-kzn/RuDReC/tree/master",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"NorSynthClinical-PHI": {
"Language": "https://github.com/synnobra/NorSynthClinical-PHI",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Cardiology",
"Data Access": "Open Access",
"Applications": "De-identification",
"Clinical Stage": "Research"
},
"RuCCoN": {
"Language": "https://github.com/AIRI-Institute/RuCCoN",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Pulmonology",
"Data Access": "Open Access",
"Applications": "Procudure information",
"Clinical Stage": "Treatment and Intervention"
},
"CLISTER": {
"Language": "https://gitlab.inria.fr/codeine/clister",
"Task Type": "Semantic Similarity",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Semantic relation",
"Clinical Stage": "Research"
},
"GraSSCo PHI": {
"Language": "https://zenodo.org/records/11502329",
"Task Type": "Named Entity Recognition",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "De-identification",
"Clinical Stage": "Research"
},
"IFMIR-Incident type": {
"Language": "https://figshare.com/articles/dataset/A_corpus_of_machine-annotated_incident_reports_of_medication_errors/21541650/3?file=41222790",
"Task Type": "Text Classification",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"IFMIR-NER": {
"Language": "https://figshare.com/articles/dataset/A_corpus_of_machine-annotated_incident_reports_of_medication_errors/21541650/3?file=41222790",
"Task Type": "Named Entity Recognition",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"IFMIR-NER&factuality": {
"Language": "https://figshare.com/articles/dataset/A_corpus_of_machine-annotated_incident_reports_of_medication_errors/21541650/3?file=41222790",
"Task Type": "Event Extraction",
"Clinical Context": "Pharmacology",
"Data Access": "Open Access",
"Applications": "ADE & Incidents",
"Clinical Stage": "Treatment and Intervention"
},
"iCorpus": {
"Language": "https://ai-health.m.u-tokyo.ac.jp/home/research/corpus",
"Task Type": "Named Entity Recognition",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Procudure information",
"Clinical Stage": "Treatment and Intervention"
},
"icliniq-10k": {
"Language": "https://github.com/Kent0n-Li/ChatDoctor",
"Task Type": "Question Answering",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
},
"HealthCareMagic-100k": {
"Language": "https://github.com/Kent0n-Li/ChatDoctor",
"Task Type": "Question Answering",
"Clinical Context": "General",
"Data Access": "Open Access",
"Applications": "Screen & Consultation",
"Clinical Stage": "Triage and Referral"
}
}