“…However, some common limitations for PTI studies on tissues, especially quantitative biochemical PTI studies, include: the overlap of the water signal in the mid-IR region often resulting in low signal to noise values [189,215], and heat-induced photo-chemical reactions, which do not produce heat but rather may produce a new chemical species which may alter the photothermal properties of the sample [185]. The current ambitions of PTI imaging is focused towards overcoming these limitations, with studies focused towards heterodyne detection [216], digital holography and optical diffraction holography [17,191], VIPPS phase-sensitive lock-in detection Scheme [207,209,210] (using reconstruction methodologies from other fields such as high-order correlation reconstruction (where the thermal emitting processes are dominated by the thermal diffusion processes) from super-resolution microscopy [217], and machine learning [218,219]), and developing multimodal photothermal systems (such as epifluorescence using thermo-sensitive fluorescent probes [220], Raman [221,222], photoacoustic [223] and OCT [224,225]).…”