RD-OCT net: hybrid learning system for automated diagnosis of macular diseases from OCT retinal images.

Macular Edema is a leading cause of visual impairment and blindness in patients with ocular fundus diseases. Due to its non-invasive and high-resolution characteristics, optical coherence tomography (OCT) has been extensively utilized for the diagnosis of macular diseases. The manual detection of retinal diseases by clinicians is a laborious process, further complicated by the challenging identification of macular diseases.

Investigation on Nutritional, Phytochemical, and Antioxidant Abilities of Various Traditional Rice Varieties.

Rice (Oryza sativa L.) is a popular grain that is consumed by almost half of the world's population. Rice has several distinct breeds classified as traditional and ancient grains.

Design of intelligent diabetes mellitus detection system using hybrid feature selection based XGBoost classifier.

In this work, a non-invasive diabetes mellitus detection system is proposed based on the wristband photoplethysmography (PPG) signal and basic physiological parameters (PhyP) to enable easy detection of diabetes mellitus (DM). A dataset of 217 participants with diabetes, prediabetes and normal conditions is used to develop the system. The Mel frequency cepstral coefficients (MFCC) extracted from 5s PPG signal segments and the PhyP are used as input for the machine learning algorithms.

Is Roux Loop a Solution to Delayed Gastric Emptying Following Pancreaticoduodenectomy? A Single Institute Analysis.

Delayed gastric emptying is one of the most common complications of pancreaticoduodenectomy (PD). It almost always results in delayed oral intake, prolonged hospital stays, and a delay in initiation of vital adjuvant treatment. A few earlier studies suggested that delayed gastric emptying (DGE) rates were better with the Roux-en Y reconstruction, but Indian literature regarding this is lacking.