Methods and systems of telemedicine diagnostics through remote sensing

A method for telemedicine diagnostics through remote sensing, the method comprising:

• initiating, by a computing device, a secure communication interface between the computing device and a client device associated with a human subject and at a second location, wherein the secure communication interface includes an audiovisual streaming protocol;
• receiving, by the computing device, from at least a remote sensor at the second location, a plurality of current physiological data associated with the human subject, wherein the plurality of current physiological data comprises a first discrete set of current physiological data and a second discrete set of current physiological data;
• calculating, by the computing device, a change in physiological data between the first discrete set of current physiological data and the second discrete set of current physiological data;
• generating, by the computing device, a clinical measurement approximation as a function of the change between the first discrete set and the second discrete set, wherein generating further comprises:
• receiving approximation training data correlating physiological data with clinical measurement data;
• training a measurement approximation model as a function of the training data and a machine-learning process;
• and
• generating the clinical measurement approximation as a function of the change in physiological data and the trained measurement approximation model;
• presenting, by the computing device, via the audiovisual streaming protocol of the secure communication interface, the clinical measurement approximation to a user of the computing device.