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Spoke AI uses generative AI to filter workplace noise

As generative AI’s fast-unfolding power to supercharge content-creation raises concerns about what automation might mean for free access to quality information online, Berlin-based startup Spoke AI is preparing to apply it in a more bounded (but still noisy) context: Internally, pitching information workers on tools to automatically summarize inbound communications across third-party tools. The startup … ....

Max Brenssell , Atlassian Jira , Casper Bjarnason , Its Generative Knowledge , Northern European , Named Entity Recognition , Data Pseudonymization , Answer Identification , Semantic Analysis ,

"Extracting Symptoms of Agitation in Dementia from Free-Text Nursing No" by Dinithi Vithanage, Yunshu Zhu et al.

Nursing staff record observations about older people under their care in free-text nursing notes. These notes contain older people's care needs, disease symptoms, frequency of symptom occurrence, nursing actions, etc. Therefore, it is vital to develop a technique to uncover important data from these notes. This study developed and evaluated a deep learning and transfer learning-based named entity recognition (NER) model for extracting symptoms of agitation in dementia from the nursing notes. We employed a Clinical BioBERT model for word embedding. Then we applied bidirectional long-short-term memory (BiLSTM) and conditional random field (CRF) models for NER on nursing notes from Australian residential aged care facilities. The proposed NER model achieves satisfactory performance in extracting symptoms of agitation in dementia with a 75% F1 score and 78% accuracy. We will further develop machine learning models to recommend the optimal nursing actions to manage agitation. ....

Agitation In Dementia , Deep Learning , Named Entity Recognition , Natural Language Processing , Nursing Notes , Transfer Learning ,

RAG Using Unstructured Data & Role of Knowledge Graphs

In my previous post, ....

Llamaindex Knowledgegraphindex , Llamaindex Graphstore , Knowledge Graph , Documents Stored , Vector Index , Hugging Face , Future Work , Envisioned Role , Knowledge Graphs , Explicitly Linking Chunks , Extracting Triples Out , That Use Both Structured , Unstructured Data , Chain Agents , Llamaindex Agents , Pig Latin , Ben Lorica , Named Entity Recognition ,

Gretel Debuts on Microsoft Azure Marketplace & Selected for Microsoft for Startups Pegasus Program

Gretel Debuts on Microsoft Azure Marketplace & Selected for Microsoft for Startups Pegasus Program
tmcnet.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from tmcnet.com Daily Mail and Mail on Sunday newspapers.

Ali Golshan , Jake Zborowski , Rhys Parker , How Synthetic Data Empowers Enterprises , Sa Health , Startups Pegasus Program , Why Ai Developers Prefer Gretel , Microsoft Azure Platform At Corp , Public Health , Microsoft For Startups Pegasus Program , Generative Adversarial Networks Gans , Microsoft Azure Marketplace , Startups Pegasus , Microsoft Azure , Synthetic Data Generation , Harnessing Large Language Models , Generative Adversarial Networks , Diffusion Models , Utility Controls , Analysis Reporting , Named Entity Recognition , Natural Language Processing , Gretel Synthetics , Chief Clinical Information Officer , General Manager , Microsoft Azure Platform ,

BlinkX announces the dawn of 'ClienTech' era - making customers the centre-point of innovation

BlinkX announces the dawn of 'ClienTech' era - making customers the centre-point of innovation
tmcnet.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from tmcnet.com Daily Mail and Mail on Sunday newspapers.

Prnewswire Blink , Customer Data Platform , Named Entity Recognition ,