Enhancing Breast Cancer Detection: A Machine Learning Approach Using Multielectrode Bioimpedance.

Background: Early detection of cancerous tumors is a critical factor in improving treatment outcomes. To address this need, this study explores a simple, effective, and cost-efficient method for early cancer detection by measuring the bioimpedance of living tissues. Bioimpedance-based methods hold significant promise for the early detection of cancerous tumors.

Electroporation in Cancer Therapy: A Simplified Model Derived from the Hodgkin-Huxley Model.

Cancer remains a global health challenge, necessitating effective treatments with fewer side effects. Traditional methods such as chemotherapy and surgery often have complications. Pulsed electric fields and electroporation have emerged as promising approaches to mitigate these challenges.

Characterizing parameters and incorporating action potentials via the Hodgkin-Huxley model in a novel electric model for living cells.

To enhance our understanding of electroporation and optimize the pulses used within the frequency range of 1 kHz to 100 MHz, with the aim of minimizing side effects such as muscle contraction, we introduce a novel electrical model, structured as a 2D representation employing exclusively lumped elements. This model adeptly encapsulates the intricate dynamics of living cells' impedance variation. A distinguishing attribute of the proposed model lies in its capacity to decipher the distribution of transmembrane potential across various orientations within living cells.

Ground-State Structure of Quaternary Alloys (SiC) (AlN) and (SiC) (GaN).

Despite III-nitride and silicon carbide being the materials of choice for a wide range of applications, theoretical studies on their quaternary alloys are limited. Here, we report a systematic computational study on the electronic structural properties of (SiC) (AlN) and (SiC) (AlN) quaternary alloys, based on state-of-the-art first-principles evolutionary algorithms. Trigonal (SiCAlN, space group 3m1) and orthorhombic (SiCGaN, space group mn2) crystal phases were as predicted for = 0.