Fast neural network inverse model to maximize throughput in ultra-wideband WDM systems.

Ultra-wideband systems expand the optical bandwidth in wavelength-division multiplexed (WDM) systems to provide increased capacity using the existing fiber infrastructure. In ultra-wideband transmission, power is transferred from shorter-wavelength WDM channels to longer-wavelength WDM channels due to inelastic inter-channel stimulated Raman scattering. Thus, managing launch power is necessary to improve the overall data throughput.

The skinny on skin: The role of skin-aware professionals in skin cancer surveillance.

Licensed nonmedical, skin-aware professionals (e.g., hairdressers, massage therapists, etc.

Examining the Role of Estheticians in Skin Cancer Surveillance.

Background: Melanoma and non-melanoma skin cancer are significant causes of mortality. Previous studies regarding skin cancer education in nonmedical professionals have shown increases in favorable attitudes and likelihood of approaching clients about concerning lesions with training. However, few studies have investigated the use of estheticians in skin cancer screening.

Early Detection and Prognostic Assessment of Cutaneous Melanoma: Consensus on Optimal Practice and the Role of Gene Expression Profile Testing.

Importance: Therapy for advanced melanoma has transformed during the past decade, but early detection and prognostic assessment of cutaneous melanoma (CM) remain paramount goals. Best practices for screening and use of pigmented lesion evaluation tools and gene expression profile (GEP) testing in CM remain to be defined.

Objective: To provide consensus recommendations on optimal screening practices and prebiopsy diagnostic, postbiopsy diagnostic, and prognostic assessment of CM.