Insights on perioperative care, hospital efficiency, and AI in healthcare.https://atidia.health/https://atidia.health/blog/perioperative-care-hospital-efficiency/https://atidia.health/blog/perioperative-care-hospital-efficiency/Perioperative services account for up to 60% of hospital revenue, yet most hospitals still run them on paper, instinct, and overstretched nursing teams. Here's why that's about to change.Sun, 15 Mar 2026 00:00:00 GMTperioperative carehospital efficiencyAI in healthcareDr Daniel Stiglitzhttps://atidia.health/blog/causal-machine-learning-in-surgery-from-theory-to-practice/https://atidia.health/blog/causal-machine-learning-in-surgery-from-theory-to-practice/Three groundbreaking studies showing how Causal Machine Learning could transform surgical care through better prediction, prevention, and planning.Mon, 02 Dec 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyCausal MLSurgeryDr Gideon Kowadlohttps://atidia.health/blog/causal-ml-in-healthcare/https://atidia.health/blog/causal-ml-in-healthcare/Every day, surgical departments face critical decisions that impact patient lives. Discover how Causal Machine Learning transforms healthcare decision-making beyond traditional AI.Mon, 25 Nov 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyCausal MLHealthcareDr Gideon Kowadlohttps://atidia.health/blog/examples-of-open-health-data/https://atidia.health/blog/examples-of-open-health-data/Fantastic examples of relatively open healthcare datasets, representing important progress toward publicly accessible health data.Wed, 23 Oct 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyOpen DataHealthcareDr Gideon Kowadlohttps://atidia.health/blog/the-pressing-need-for-large-scale-public-health-data/https://atidia.health/blog/the-pressing-need-for-large-scale-public-health-data/Sharing big health datasets could spark innovation in AI, leading to breakthroughs and better care, while protecting patient privacy.Fri, 11 Oct 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyOpen DataHealthcareDr Gideon Kowadlohttps://atidia.health/blog/personalised-patient-questionnaires-with-llm-agentic-workflows/https://atidia.health/blog/personalised-patient-questionnaires-with-llm-agentic-workflows/Surgical questionnaires can adapt to each patient, emphasizing relevant inquiries while reducing time and effort through agentic AI workflows that streamline clinical information gathering.Thu, 10 Oct 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyLLMAgentic WorkflowsYoel Mittelberghttps://atidia.health/blog/surgical-risk-prediction-with-machine-learning/https://atidia.health/blog/surgical-risk-prediction-with-machine-learning/Atidia's research in collaboration with Austin Health: the development of Machine Learning models for surgical risk prediction. This work highlights the potential of EHR data to improve patient outcomes and operational efficiency.Thu, 10 Oct 2024 00:00:00 GMTArtificial IntelligenceData ScienceMachine LearningClinical ResearchYoel Mittelberghttps://atidia.health/blog/using-llms-to-summarise-trends-in-clinical-test-reports/https://atidia.health/blog/using-llms-to-summarise-trends-in-clinical-test-reports/Using Large Language Models (LLMs) to summarise trends in clinical test reports. This project presented interesting challenges and generated insights that could be valuable for others working in this area.Thu, 10 Oct 2024 00:00:00 GMTArtificial IntelligenceData ScienceTechnologyLLMYoel Mittelberg