Telemedicine in the COVID-19 Era: A chance to make a better tomorrow.

Telemedicine use is increasing globally and in Pakistan. However, Pakistan faces unique challenges related to socioeconomic, geographic and perhaps political challenges. This is the time for Pakistan to create policies and protocols for ethical and efficient use of telemedicine. The goal of this manuscript is to start a discussion, by encouraging questions, and identifying challenges for healthcare providers.

Correction to: Evaluation of accuracy dependence of Raman spectroscopic models on the ratio of calibration and validation points for non-invasive glucose sensing.

The authors would like to bring to the reader's attention that the Clarke error grid plot presented in Fig. 3 was generated using codes adapted from following reference.

Evaluation of accuracy dependence of Raman spectroscopic models on the ratio of calibration and validation points for non-invasive glucose sensing.

Optical monitoring of blood glucose levels for non-invasive diagnosis is a growing area of research. Recent efforts in this direction have been inclined towards reducing the requirement of calibration framework. Here, we are presenting a systematic investigation on the influence of variation in the ratio of calibration and validation points on the prospective predictive accuracy of spectral models. A fiber-optic probe coupled Raman system has been employed for transcutaneous measurements. Limit of agreement analysis between serum and partial least square regression predicted spectroscopic glucose values has been performed for accurate comparison. Findings are suggestive of strong predictive accuracy of spectroscopic models without requiring substantive calibration measurements. Graphical abstract.