Fig. 1. Lens-less computational microscopic imaging and classification system

Fig. 2. Microscopic images of ECa109 cells under lensless computational microscopic imaging system and 4× objective lens. (a) Full field-of-view image of ECa109 cells acquired by lensless computational microscopic imaging system; (b) microscopic image of ECa109 cells in square outlined in Fig. 2(a) under 4× objective lens; (c) enlarged image of ECa109 cells in square outlined in Fig. 2(a) acquired by lensless computational microscopic imaging system

Fig. 3. Images of different cells. (a) SUM cell; (b) MCF10A cell; (c) ECa109 cell; (d) CL-1 cell

Fig. 4. Network structure of Depthwise-ResNeXt

Fig. 5. Fuzzy matrix of Depthwise-ResNeXt

Table 1. Experimental results of networks with different sizes

Table 2. Experimental results of different structured networks

Table 3. Comparison of different network structures