k* Distribution: Evaluating the Latent Space of Deep Neural Networks Using Local Neighborhood Analysis.

Most examinations of neural networks' learned latent spaces typically employ dimensionality reduction techniques such as t-distributed stochastic neighbor embedding (t-SNE) or uniform manifold approximation and projection (UMAP). These methods distort the local neighborhood in the visualization, making it hard to distinguish the structure of a subset of samples in the latent space. In response to this challenge, we introduce the k* distribution and its corresponding visualization technique.

A Taxonomic study of two species of Thiotricha Meyrick (Lepidoptera: Gelechiidae), from southwestern Japan, with notes on the biology of their immature stages.

The taxonomy and biology of the immature stages of two gelechiid species of Thiotricha Meyrick, 1886, found in the southeastern part of the Sino-Japanese region is presented. Thiotricha lumnitzeriella Kyaw, Ueda Hirowatari sp. nov.

Profiling of lipid and glycogen accumulations under different growth conditions in the sulfothermophilic red alga Galdieria sulphuraria.

The unicellular red alga Galdieria sulphuraria grows efficiently and produces a large amount of biomass in acidic conditions at high temperatures. It has great potential to produce biofuels and other beneficial compounds without becoming contaminated with other organisms. In G.

Simultaneous integrated boost technique by helical tomotherapy for the treatment of glioblastoma multiforme with 11C-methionine PET: report of three cases.

We performed hypofractionated high-dose irradiation of a patient's residual glioblastoma multiforme using a simultaneous integrated boost (SIB) technique with helical tomotherapy system (HT) planning. The gross tumor volume (GTV)-1 was defined as the area of intensive (11)C-methionine (MET) uptake and GTV-2 was defined as the area of moderate MET uptake. The planning target volume (PTV)-1 encompassed GTV-1 plus a 5 mm margin, and PTV-2 encompassed GTV-2 plus a 2 mm margin.

Usefulness of radial contrast-enhanced computed tomography for the diagnosis of acetabular labrum injury.

Purpose: The purpose of this study was to evaluate the usefulness of radial contrast-enhanced computed tomography (CT) in the diagnosis of acetabular labrum injury.

Methods: We studied 21 hip joints in 21 patients (8 joints in 8 male patients and 13 joints in 13 female patients), aged between 16 and 81 years (mean, 43 years) at examination, who underwent both radial contrast-enhanced CT and hip arthroscopy. Plain radiography showed no abnormalities in the bone and joint in 19 joints and acetabular dysplasia in 2 joints.

[A case of a bacterial brain abscess presenting as symptoms of 'sudden stroke-like' onset].

We report a case of a bacterial brain abscess presenting symptoms of 'sudden stroke-like' onset, associated with infective endocarditis. A 59-year-old woman experienced a sudden stroke-like onset of left hemiplegia. Computed tomography (CT) and magnetic resonance imaging (MRI) were performed on the day of ictus.