Research on precise lithium battery state of charge estimation method based on CALSE-LSTM model and pelican algorithm.

This paper presents an innovative fusion model called "CALSE-LSTM," which integrates Convolutional Neural Networks (CNNs), Long Short-Term Memory Networks (LSTMs), self-attention mechanisms, and squeeze-and-excitation attention mechanisms to optimize the estimation accuracy of the State of Charge (SoC). The model incorporates battery historical data as input and employs a dual-attention mechanism based on CNN-LSTM to extract diverse features from the input data, thereby enhancing the model's ability to learn hidden information. To further improve model performance, we fine-tune the model parameters using the Pelican algorithm.

The prognostic biomarker TPGS2 is correlated with immune infiltrates in pan-cancer: a bioinformatics analysis.

Background: Tubulin polyglutamylase complex subunit 2 (TPGS2) is an element of the neuronal polyglutamylase complex that plays a role in the post-translational addition of glutamate residues to C-terminal tubulin tails. Recent research has shown that TPGS2 is associated with some tumors, but the roles of TPGS2 in tumor immunity remain unclear.

Methods: The research data were mainly sourced from The Cancer Genome Atlas.

Comparing the effects of retention or resection of the Denonvilliers' fascia on urinary and sexual functions in men who underwent laparoscopic radical.

Currently, colorectal cancer has the third highest incidence worldwide. As its incidence is increasing, focus on quality of life after laparoscopic radical resection for colorectal cancer has also increased. This study aimed to compare the effects of retention or resection of the Denonvilliers'fascia on urinary and sexual functions in men who underwent laparoscopic radical resection for rectal cancer.

Comparison of single-anastomosis gastric bypass and sleeve gastrectomy on type 2 diabetes mellitus remission for obese patients: A meta-analysis of randomized controlled trials.

Currently, the increasing numbers of one anastomosis gastric bypass (OAGB) brought this technique in the third position in order of frequency, behind sleeve gastrectomy (SG) and Roux-en-Y gastric bypass (RYGB). However, OAGB is still considered lack of evidence in reducing obesity- related comorbidities. Our study aimed to compare the efficacy for SG and OAGB improving type 2 diabetes mellitus (T2DM) remission and weight loss in obese patients.

CircCOL1A2 Sponges MiR-1286 to Promote Cell Invasion and Migration of Gastric Cancer by Elevating Expression of USP10 to Downregulate RFC2 Ubiquitination Level.

Gastric cancers (GC) are generally malignant tumors, occurring with high incidence and threatening public health around the world. Circular RNAs (circRNAs) play crucial roles in modulating various cancers, including GC. However, the functions of circRNAs and their regulatory mechanism in colorectal cancer (CRC) remain largely unknown.