Published inJohn Snow LabsDetecting a Dataset Shift in PHI Data to Ensure De-IDentification Model Performance on Future DataAdapting PHI Detection Models: Identifying and Addressing Dataset Shifts for Future PerformanceFeb 31Feb 31
Published inJohn Snow LabsEvaluating John Snow Labs’ Medical LLMs against GPT4o by Expert ReviewJohn Snow Labs’ small medical Language model (MedS) outperformed GPT-4o in factuality (by 5–10%), clinical relevance, and conciseness…Jan 20161Jan 20161
Published inJohn Snow LabsDecoding Complexity: Leveraging Multimodal Data through Decision Support Systems in HealthcareNavigating the Complex Data Landscape of HealthcareMay 27, 202411May 27, 202411
Published inJohn Snow LabsBeyond OpenAI in Commercial LLM LandscapeExploring the Innovators and Challengers in the Commercial LLM Landscape beyond OpenAI: Anthropic, Cohere, Mosaic ML, Cerebras, Aleph…Jul 21, 2023240Jul 21, 2023240
Published inJohn Snow LabsChatGPT: A Paradigm Shift in Business Perception of AI and NLPAmidst the global clamour, the burning question on every business leader’s mind echoes loud and clear — ‘What is our ChatGPT play and how…May 4, 202321May 4, 202321
Published inJohn Snow LabsCan We Trust ChatGPT and LLMs in Information Retrieval Tasks ?LLMs are great productivity tool. They don’t lie, and they don’t tell the truth either. They create plausible sentence continuations, some…Apr 21, 2023741Apr 21, 2023741
Published inJohn Snow LabsPerils of Using ChatGPT in Clinical SettingsThe potential consequences of “hallucinations” or inaccuracies generated by ChatGPT can be particularly severe in clinical settings.Apr 21, 202356Apr 21, 202356
Published inJohn Snow LabsLLMs taking on Medical Challenge ProblemsLarge language models (LLMs) have showcased impressive abilities in understanding and generating natural language across various fields…Apr 21, 20237Apr 21, 20237
Published inJohn Snow LabsA Comprehensive Comparison of ChatGPT and Spark NLP for Healthcare in De-Identification of…Spark NLP for Healthcare De-Identification module demonstrates superior performance with a 93% accuracy rate compared to ChatGPT’s 60%…Apr 18, 2023111Apr 18, 2023111
Published inJohn Snow LabsIn-Depth Comparison of Spark NLP for Healthcare and ChatGPT on Clinical Named Entity RecognitionSpark NLP for Healthcare NER models outperform ChatGPT by 10–45% on key medical concepts, resulting in half the errors compared to ChatGPT.Apr 18, 202356Apr 18, 202356
