Machine learning techniques for periodontitis and dental caries detection: A narrative review.

Objectives: In recent years, periodontitis, and dental caries have become common in humans and need to be diagnosed in the early stage to prevent severe complications and tooth loss. These dental issues are diagnosed by visual inspection, measuring pocket probing depth, and radiographs findings from experienced dentists. Though a glut of machine learning (ML) algorithms has been proposed for the automated detection of periodontitis, and dental caries, determining which ML techniques are suitable for clinical practice remains under debate.

Spectrum of Neurological Manifestations of COVID-19 Data from a Tertiary Care Hospital.

Background: Coronavirus is a novel virus which has disrupted life in the past year. While it involves the lungs in the majority and this has been extensively studied, it involves other organ systems. More number of studies need to be focused on the extrapulmonary manifestations of the disease.

Efficient deep learning architecture with dimension-wise pyramid pooling for nuclei segmentation of histopathology images.

Image segmentation remains to be one of the most vital tasks in the area of computer vision and more so in the case of medical image processing. Image segmentation quality is the main metric that is often considered with memory and computation efficiency overlooked, limiting the use of power hungry models for practical use. In this paper, we propose a novel framework (Kidney-SegNet) that combines the effectiveness of an attention based encoder-decoder architecture with atrous spatial pyramid pooling with highly efficient dimension-wise convolutions.

Hereditary amyloid polyneuropathy in a family from North West India: phenotypic, MRI and pathologic study.

Hereditary amyloid polyneuropathies are rare, heterogeneous group of autosomal dominant disorders and deserve special attention because of its rare presentation, multisystem involvement and significant therapeutic implications if diagnosed early. We report a male patient of hereditary amyloid polyneuropathy from North West India with peripheral nerve, autonomic nervous system, vitreous and cardiac involvement.

Anaesthetic management of a pregnant patient with intracranial space occupying lesion for craniotomy.

Intracranial space occupying lesion [SOL] during pregnancy presents several challenges to the neurosurgeons, obstetricians and anaesthesiologists in not only establishing the diagnosis, but also in the perioperative management as it requires a careful plan to balance both maternal and foetal well-being. It requires modification of neuroanaesthetic and obstetric practices which often have competing clinical goals to achieve the optimal safety of both mother and foetus. Intracranial tuberculoma should be considered in the differential diagnosis of intracranial SOL in pregnant women with signs and symptoms of raised intracranial pressure with or without neurological deficits, especially when they are from high incidence areas.

Cyclic mood disorder heralding adult-onset autosomal dominant leucodystrophy: a clinical masquerader.

Leucodystrophies are a heterogeneous group of progressive white matter diseases which may be inherited in dominant, recessive or X-linked fashion depending on the type. Adrenoleucodystrophy (ALD) and metachromatic leucodystrophy (MLD) are rather commoner forms of leucodystrophies whereas krabbes disease, alexander disease, cannavans disease etc. are of less common type.

Larvicidal, ovicidal, and oviposition-deterrent activities of four plant extracts against three mosquito species.

In mosquito control programs, insecticides of botanical origin have the potential to eliminate eggs, larvae, and adults. So, the larvicidal, ovicidal, and oviposition-deterrent activities of petroleum ether and ethyl acetate extracts of the leaves of Eugenia jambolana, Solidago canadensis, Euodia ridleyi, and Spilanthes mauritiana were assayed against the three vector mosquito species, namely Anopheles stephensi, Aedes aegypti, and Culex quinquefasciatus. The larval bioassay was conducted following the World Health Organization method.

Rapid thrombosis of middle cerebral artery aneurysm after subarachnoid haemmorhage.

Spontaneous thrombosis of intracranial aneurysm is a rare event but is frequent after subarachnoid haemorrhage (SAH) and in fusiform or giant saccular aneurysms. We report a case of a 20-year-old man presenting with SAH due to rupture of a giant aneurysm of the middle cerebral artery. Initial CT angiography (CTA) revealed partially thrombosed MCA aneurysm but digital subtraction angiography performed 3 days later revealed complete occlusion of the aneurysm.

Synergistic effect of Eugenia jambolana Linn. and Solidago canadensis Linn. leaf extracts with deltamethrin against the dengue vector Aedes aegypti Linn. at Mysore.

With the goal in mind to minimize the application of environmentally hazardous chemical insecticides, the larvicidal activity of two plant extracts along with deltamethrin was studied at University of Mysore. The extracts of Solidago canadensis and Eugenia jambolana were employed for working out the synergistic efficacy against Aedes aegypti larvae, as the extracts of both the plants exhibited high efficacy when applied individually. The deltamethrin when analyzed separately, LC50 and LC90 values were 0.

Effect of dietary energy on seminal plasma insulin-like growth factor-I (IGF-I), serum IGF-I and testosterone levels, semen quality and fertility in adult rams.

The objective of the present study was to modulate seminal plasma insulin-like growth factor-I (IGF-I) by dietary energy and assess the relationship among testosterone and IGF-I levels, semen quality and fertility in adult rams. Twenty-four 1-yr old adult Nellore rams were equally divided into three groups (n = 8) and fed with three different concentrate mixtures formulated using conventional ingredients and finger millet (Eleucine corocana) straw to ensure rams received with similar amount of crude protein with three levels of energy. Rams in low-energy group were offered diets with 20% less energy than the control energy group (optimum energy, 100%, recommended energy level), whereas rams in high energy group were offered diets with 20% more energy than the optimum energy group.

Anesthetic management for foramen magnum decompression in a patient with Morquio syndrome: a case report.

Morquio syndrome is a hereditary mucopolysaccharide disorder presenting with an abnormality of the craniocervical junction from childhood. We describe an adult patient who presented with Morquio syndrome who had subglottic narrowing of the airway, restrictive pulmonary disease, and mild mitral regurgitation and trivial aortic regurgitation. The anesthetic management of this patient for atlantoaxial stabilization is presented.

Changes in luteal cells distribution, apoptotic rate, lipid peroxidation levels and antioxidant enzyme activities in buffalo (Bubalus bubalis) corpus luteum.

Buffalo (Bubalus bubalis) is known for its weak/silent estrous behaviour, lower conception rate and longer inter-calving interval as compared to cattle. Understanding the kinetics and functional properties of luteal cells may be helpful to improve reproductive efficiency in the buffalo. Hence the present study was designed to assess the size and distribution of steroidogenic luteal cells along with biochemical properties during different phases of corpus luteum (CL) in the buffalo.

Detection of follicular apoptosis in water buffalo (Bubalus bubalis) ovary by histology and nick end labelling technique.

The objective of this experiment was to assess the features and extent of follicular apoptosis in the water buffalo (Bubalus bubalis) ovary using classical histology and nick end labelling technique. Ovaries (n=40) procured from the slaughterhouse were used for the study. The sections (5 μm) were used for detection of terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick end labelling (TUNEL) and classical histology (H&E).

Improvement in buffalo (Bubalus bubalis) spermatozoa functional parameters and fertility in vitro: Effect of insulin-like growth factor-I.

The aim of the current study was to assess the effect of insulin-like growth factor-I (IGF-I; 100 ng/mL) on buffalo (Bubalus Bubalis) sperm functional parameters related to in vitro fertilization. The acrosin activity (the mean diameter of halo formation in micrometers) was significantly higher in the IGF-I group (14.17 +/- 1.

A note on fractal dimensions of biomedical waveforms.

In this paper, we study performance of Katz method of computing fractal dimension of waveforms, and its estimation accuracy is compared with Higuchi's method. The study is performed on four synthetic parametric fractal waveforms for which true fractal dimensions can be calculated, and real sleep electroencephalogram. The dependence of Katz's fractal dimension on amplitude, frequency and sampling frequency of waveforms is noted.

Complexity analysis of EEG in patients with schizophrenia using fractal dimension.

We computed Higuchi's fractal dimension (FD) of resting, eyes closed EEG recorded from 30 scalp locations in 18 male neuroleptic-naïve, recent-onset schizophrenia (NRS) subjects and 15 male healthy control (HC) subjects, who were group-matched for age. Schizophrenia patients showed a diffuse reduction of FD except in the bilateral temporal and occipital regions, with the reduction being most prominent bifrontally. The positive symptom (PS) schizophrenia subjects showed FD values similar to or even higher than HC in the bilateral temporo-occipital regions, along with a co-existent bifrontal FD reduction as noted in the overall sample of NRS.