Content by Ida Lucente

Marketing Communications Lead at John Snow Labs. Experienced Branding, Marketing Strategy and Communications with a demonstrated history of working in the marketing and advertising industry. For media inquiries: Ida Lucente John Snow Labs ida@johnsnowlabs.com

Blog

Extracting Disease Severity Measures from Unstructured Clinical Notes Using Spark NLP

While disease severity dictates how virtually all diseases are managed and treated, disease-specific severity measures are seldom available in structured clinical data. Therefore, an application that could extract such severity...

Large Language Models for Parsing Clinical Text

The real-world evidence in electronic health records has the opportunity to catalyze retrospective research, but much of the data is found not in structured fields, but trapped within clinical notes....

EHR-Safe: Generating High-Fidelity and Privacy-Preserving Synthetic Electronic Health Records

Privacy concerns often arise as the key bottleneck for the sharing of data between consumers and data holders, particularly for sensitive data such as Electronic Health Records (EHR). This impedes...

Prototypical Networks for Interpretable Diagnosis Prediction

The use of deep neural models for diagnosis prediction from clinical text has shown promising results. However, in clinical practice, such models must not only be accurate but provide doctors...

Evaluating Large Language Models on Clinical & Biomedical NLP Benchmarks

The field of natural language processing (NLP) is rapidly advancing, and accurate clinical and biomedical NLP models are becoming increasingly important. In this keynote speech, Veysel will present a detailed...