SOTAVerified

Clinical Assertion Status Detection

Classifying the assertions made on given medical concepts as being present, absent, or possible in the patient, conditionally present in the patient under certain circumstances, hypothetically present in the patient at some future point, and mentioned in the patient report but associated with someoneelse. (e.g. clinical finding pertains to the patient by assigning a label such as present (”patient is diabetic”), absent (”patient denies nausea”), conditional (”dyspnea while climbing stairs”), or associated with someone else (”family history of depression”))

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Papers

Showing 11 of 1 papers

TitleStatusHype
Improving Clinical Document Understanding on COVID-19 Research with Spark NLPCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BiLSTM (SparkNLP)Micro F10.94Unverified