Recent Posts
Machine Learning and AI
Using Captum for the Prediction and Interpretation of Deep Neural Networks
Deep neural networks (DNN) are becoming increasingly sophisticated especially in areas like computer vision, natural language understanding, and speech …
Continue reading "Using Captum for the Prediction and Interpretation of Deep Neural Networks"
Business, Machine Learning and AI
Partnership Announcement: Ideas2IT partners with CapeStart to bring healthcare-focussed, advanced AI annotations to its customers
10 Aug 2020, USA: Here are some grim statistics to consider. 10% of the US population has no health …
Machine Learning and AI, Technology
Building a business case for an AI or machine learning project using first principles, the 80/20 principle and more
Most management teams recognize that investment in innovation is needed for long term success. AI or machine learning projects …
Healthcare, Machine Learning and AI
Patient Appointment No-Shows Prediction
Although the documented rates of missed appointments may vary between countries, appointment-breaking behaviors constitute a widespread, global issue. Studies …
Continue reading "Patient Appointment No-Shows Prediction"
Architecture, Machine Learning and AI
Model Deployment Overview – SageMaker vs Azure ML
Model Deployment is an integral part in the ML Ops process. ML models need to be ‘productionized’ for businesses …
Continue reading "Model Deployment Overview – SageMaker vs Azure ML"
Healthcare, Machine Learning and AI
Intensive Care Unit (ICU) Readmission Prediction
Overview Unrecognized precursors could lead to preventable mortality and morbidity, apart from the extra costs that the patients would …
Continue reading "Intensive Care Unit (ICU) Readmission Prediction"
