9 Digital and voice signal processors for use with mobile devices and tablets in the nature of a medical diagnostic apparatus that is capable of receiving voice input of symptoms for medical diagnostic purposes; voice transcription tool, being non-downloadable software, for mobile devices and tablets for receiving voice input of symptoms and transcribing the input for medical diagnostic purposes across all health fields; medical device hardware, namely, mobile devices, namely phones and tablets for medical diagnostic purposes, with embedded software for accessing interface for diagnosis support, medical diagnostic equipment, diagnostic medical devices, Internet-connected medical devices, hardware user-interface for medical diagnosis via a computer or communication network; medical device hardware, namely, mobile device, namely phones and tablets for medical diagnostic purposes, with embedded voice transcription software tool for medical diagnosis; digital and voice signal processors for mobile devices and for medical diagnosis; a system of interaction, namely, computer hardware with embedded software for diagnostic inquiry for providing insights on and enabling users to explore in real-time diagnostic options, real-time findings, and actions that might best support forming diagnosis hypotheses, namely, medical mobile devices, namely phones and tablets for medical diagnosis; downloadable medical software for providing situational awareness of pertinent factors relating to diagnosis and treatment, in real-time validating or expanding differential diagnosis considerations, and providing suggestions to help optimize the current clinical workflow and downstream healthcare pathway for diagnosis and treatment; downloadable medical software for augmenting review of patient data including patient chart by highlighting diagnostic and treatment related factors and connecting to relevant evidence; downloadable medical software for enabling users to run scenarios based on their hypotheses against the patient data and mapping to medical evidence; downloadable medical software applications for helping determine medical diagnosis, predicting response to treatment, and next-best-treatment; downloadable real-time recommendation engine software based on artificial intelligence and algorithms for medical diagnosis and treatment; downloadable software database in the field of medical diagnosis and treatment; downloadable computer software for medical diagnosis and treatment via a computer or communication network; downloadable software featuring real-time recommendation engines based on artificial intelligence and algorithms for medical diagnosis and treatment; downloadable software using automated algorithms, artificial intelligence, and computational evidence to provide situational awareness and next-best-action suggestions for the understanding, diagnosis, treatment and prevention of medical conditions; downloadable recommendation engine service based on artificial intelligence and algorithms featuring medical information in the field of augmented intelligence for medical decision support across all health fields