An Improved Long Short-Term Memory Algorithm for Cardiovascular Disease Prediction.

Cardiovascular diseases, prevalent as leading health concerns, demand early diagnosis for effective risk prevention. Despite numerous diagnostic models, challenges persist in network configuration and performance degradation, impacting model accuracy. In response, this paper introduces the Optimally Configured and Improved Long Short-Term Memory (OCI-LSTM) model as a robust solution.

EEG-based epileptic seizure detection using binary dragonfly algorithm and deep neural network.

Electroencephalogram (EEG) is one of the most common methods used for seizure detection as it records the electrical activity of the brain. Symmetry and asymmetry of EEG signals can be used as indicators of epileptic seizures. Normally, EEG signals are symmetrical in nature, with similar patterns on both sides of the brain.

Erosive Pustular Dermatosis of the Scalp: Report of Three Cases.

Erosive pustular dermatosis of the scalp is a chronic cutaneous condition presenting with areas of erosions and pustules, healing with scarring and alopecia. We report three such cases presenting with pus-filled lesions of the scalp with nonspecific pathological changes. This condition is often misdiagnosed and shows a poor response to antibiotics.