Machine Learning-Based localization of the epileptogenic zone using High-Frequency oscillations from SEEG: A Real-World approach.

Introduction: Localizing the epileptogenic zone (EZ) using Stereo EEG (SEEG) is often challenging through manual analysis. Even methods based on signal analysis have limitations in identifying the EZ, particularly in patients with neocortical epilepsy.

Methods: We developed machine learning (ML) methods that utilize HFO from SEEG recordings to train models to localize the EZ.

Dual-Baseline Search for Active-to-Sterile Neutrino Oscillations in NOvA.

We report a search for neutrino oscillations to sterile neutrinos under a model with three active and one sterile neutrinos (3+1 model). This analysis uses the NOvA detectors exposed to the NuMI beam, running in neutrino mode. The data exposure, 13.

New 1,4-naphthalenedicarboxylic acid- and 3,5-bis(benzimidazol-2-yl)pyridine-appended d-configuration-based coordination polymers as recoverable turn-off luminescent sensors for tetracycline.

Coordination polymers (CPs) possessing Zn and Cd display interesting photoluminescent properties, thereby finding utility as luminescent sensors to detect traces of molecular substances. Herein, new Cd(II) and Zn(II)-based coordination polymers (CPs) with formulae [Cd(L)(3,5-bipy)(HO)·HL·5HO] (1) and [Zn(HL)(3,5-bipy)] (2) were synthesized utilizing 1,4-naphthalenedicarboxylic acid (HL) as the main ligand and 3,5-bis(benzimidazol-2-yl)pyridine (3,5-bipy) as the co-ligand and characterized. These CPs exhibited luminescent properties.

Pterostilbene Exhibited the Anticancer Effect Against 1, 2-Dimethylhydrazine (DMH)-Induced Colorectal Cancer via Alteration of Oxidative Stress, Inflammation and Gut Microbiota.

Colorectal cancer (CRC) is the third leading cause of cancer-related deaths worldwide. The current investigation aimed to assess the chemoprotective effects of pterostilbene against 1,2-dimethylhydrazine (DMH)-induced colorectal cancer in mice. An in-silico study was conducted to perform docking studies against nuclear factor kappa factor (NF-κB).