Quantitative Structure–Property Relationship Studies on Ostwald Solubility and Partition Coefficients of Organic Solutes in Ionic Liquids

Article discussing quantitative structure-property relationship studies on Ostwald solubility and partition coefficients of organic solutes in ionic liquids

Cetyltrimethylammonium cerium nitrate: A phase transferring oxidant

724-726A phase transferring oxidant, cetyltrimethylammoniumceric nitrate (CT ACN) has been prepared and characterized from elemental analysis and spectral data. An aggregation phenomenon has been observed at 1.25 × 10-3 M of CTACN in water medium. Application of this reagent to oxidise benzyl alcohol, hydroquinone, 8-hydroxyquinoline, 2-aminophenol, 1-naphthol and 2-naphthol has been reported

Ultrasound video summarization using deep reinforcement learning

Video is an essential imaging modality for diagnostics, e.g. in ultrasound imaging, for endoscopy, or movement assessment. However, video hasn’t received a lot of attention in the medical image analysis community. In the clinical practice, it is challenging to utilise raw diagnostic video data efficiently as video data takes a long time to process, annotate or audit. In this paper we introduce a novel, fully automatic video summarization method that is tailored to the needs of medical video data. Our approach is framed as reinforcement learning problem and produces agents focusing on the preservation of important diagnostic information. We evaluate our method on videos from fetal ultrasound screening, where commonly only a small amount of the recorded data is used diagnostically. We show that our method is superior to alternative video summarization methods and that it preserves essential information required by clinical diagnostic standards

Quantitative Structure-Property Relationship Studies on Ostwald Solubility and Partition Coefficients of Organic Solutes in Ionic Liquids

Article discussing quantitative structure-property relationship studies on Ostwald solubility and partition coefficients of organic solutes in ionic liquids