Abstract. We develop a standardized, fully automated, quantification system for liver fibrosis assessment using second harmonic generation microscopy and a morphology-based quantification algorithm. Liver fibrosis is associated with an abnormal increase in collagen as a result of chronic liver diseases. Histopathological scoring is the most commonly used method for liver fibrosis assessment, where a liver biopsy is stained and scored by experienced pathologists. Due to the intrinsic limited sensitivity and operator-dependent variations, there exist high inter-and intraobserver discrepancies. We validate our quantification system, Fibro-C-Index, with a comprehensive animal study and demonstrate its potential application in clinical diagnosis to reduce inter-and intraobserver discrepancies.

Background: Meconium retention is associated with feeding intolerance. Trials using glycerol and Gastrografin to expedite the evacuation of meconium have failed to generate clinically valid results for efficacy and safety. Objective: We assessed the feasibility of aggressive meconium evacuation with saline rectal washout (RW) in very-low-birth-weight infants to reduce the time it took them to reach full enteral feeds. Methods: We conducted an open-label, pilot, randomized controlled trial (RCT) (birth weight stratified, i.e., to 750-999 g and 1,000-1,500 g) of early aggressive meconium evacuation with twice-daily normal saline RW compared to conventional management with glycerin suppositories (GS), until full enteral feeds (110 mL/kg/day) were reached. Primary outcome was time to reach full enteral feeds. Safety, process, and secondary efficacy outcomes were also evaluated. Results: Sixty-one infants were randomized, 28 to RW and 33 to GS. The process and feasibility outcomes were met. RW was found to be safe; none of the RW-randomized infants developed necrotizing enterocolitis (≥ stage II) or complications secondary to RW. Evidence of efficacy was supported: in the 750-999 g stratum (n = 15), the median time to full enteral feeds was shorter with RW (11.0 days, 95% CI: 10.4-11.6) than with GS (15.6 days, 95% CI: 13.0-18.2) by a reduction of 4.6 days (p = 0.027). In the 1,000-1,500 g stratum (n = 46), there was no evidence of benefit: RW 10.2 days (95% CI 8.3-12.1) and GS 10.1 days (95% CI 9.3-10.9, p = 0.304). Conclusion: Our protocol was feasible and an adequately powered RCT is required to confirm the findings of this trial.