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Imaging technologies are being deployed on cabled observatory networks worldwide. They allow for the monitoring of the biological activity of deep-sea organisms on temporal scales that were never attained before. In this paper, we customized Convolutional Neural Network image processing to track behavioral activities in an iconic conservation deep-sea species—the bubblegum coral Paragorgia arborea—in response to ambient oceanographic conditions at the Lofoten-Vesterålen observatory. Images and concomitant oceanographic data were taken hourly from February to June 2018. We considered coral activity in terms of bloated, semi-bloated and non-bloated surfaces, as proxy for polyp filtering, retraction and transient activity, respectively. A test accuracy of 90.47% was obtained. Chronobiology-oriented statistics and advanced Artificial Neural Network (ANN) multivariate regression modeling proved that a daily coral filtering rhythm occurs within one major dusk phase, being independent from tides. Polyp activity, in particular extrusion, increased from March to June, and was able to cope with an increase in chlorophyll concentration, indicating the existence of seasonality. Our study shows that it is possible to establish a model for the development of automated pipelines that are able to extract biological information from times series of images. These are helpful to obtain multidisciplinary information from cabled observatory infrastructures.

Two intrabony pockets on teeth that were to be extracted for prosthetic reasons, in two patients, were treated by means of papilla preservation flaps and implantation with porous hydroxylapatite. The teeth, with a portion of their periodontium, were extracted 5 and 6 months after treatment and processed histologically. Both cases showed the implants invaded by connective tissue, which was actively forming bone. There was no inflammatory reaction triggered by the implant material, although there was some recurrence of inflammation in the vicinity of the pocket wall. The junctional epithelium in both cases extended slightly beyond the coronal level of the implant. One of the cases had an abundant new cementum formation with fibrous tissue next to the implant, that appeared to be a rebuilt attachment of collagen fibers. Although some multinucleated giant cells were found in the pores and next to the newly formed bone, the implanted material did not appear to be resorbed in the period of time studied.