#NLP #LLMs #MentalHealth #ClinicalNLP #DigitalHealth #ResponsibleAI #NLProc #AIevaluation #ModelEvaluation #TrustworthyAI #Safety #Equity #HumanCenteredAI
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#ClinicalNLP
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Unstructured clinical text is not messy data. It is high value data waiting for structure. That shift changes how AI adoption actually works. #ClinicalNLP #AIAdoption
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Beyond Metrics to Methods: A Scoping Review of Large Language Models for Detection of Social Drivers of Health in Clinical Notes
Farrag, A. N., Goodin, A. et al.
Paper
Details
#LargeLanguageModels #HealthInformatics #ClinicalNLP
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Interested in #ClinicalNLP? Our colleague Tobias Mayer presented his research on Monday at #EACL2024 in 🇲🇹 !
Find out more about "Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues" in this thread: bsky.app/profile/ukpl...
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We have encountered interesting challenges with regard to ambiguity in interpreting cultural slang in Hebrew. (7/🧵)
#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024
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🤔 But there's more – we uncovered ambiguities in IP and ER coding, which causes high confusion in some of the class predictions. (6/🧵)
#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024
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📈 Results are in❗ Our best adapters achieve on-par performance with fully fine-tuned models, while having a fraction of the computational cost. (5/🧵)
#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024
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Our latest study breaks new ground by analyzing therapy dialogues not just from one side, but BOTH – capturing the intricate dance between client emotions and therapist interventions. (3/🧵)
#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024
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Understanding both the therapist’s interventions and the client’s emotional responses is crucial for improving psychotherapy treatments. However, existing work focuses either on predicting the therapist’s intervention or the client’s emotional response. (2/🧵)
#ClinicalNLP #NLProc #EACL2024
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Can NLP assist psychotherapy research? YES ✨
Our paper on Clinical NLP will be presented today at #EACL2024 at 16:15 CET – read more about it in this 🧵(1/8)
#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc
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