GEN - Genetic Engineering and Biotechnology News

Spectroscopic PAT for Real-Time Molecular Fingerprinting

The biopharmaceutical sector is transitioning from reactive off-line quality control to a proactive quality by design (QbD) framework. Process analytical technology (PAT) enables this shift through ...
IEEE

Magnetic Anomaly Detection Using a Reduced Set of Principal Components Based On 2D Pattern Recognition

Abstract: Magnetic anomaly detection (MAD) is used for detection of visually obscured ferromagnetic objects such as sunken ship wrecks, unexploded ordnance (UXO), archaeological artifacts and mineral ...
Open Heart

Bridging machine learning and clinical practice: a multicentre nomogram for 90-day graft failure risk stratification in heart transplantation

Background Early graft failure within 90 postoperative days is the leading cause of mortality after heart transplantation. Existing risk scores, based on linear regression, often struggle to capture ...
IEEE

Empirical Study of Principal Component Analysis (PCA): A Comparison of Various Dimensionality Reduction Methods Based on the Wisconsin Breast Cancer and Fashion MNIST Datasets

Abstract: In the era of big data, dimensionality reduction is essential for addressing challenges posed by high-dimensional datasets. This paper empirically compares Principal Component Analysis (PCA) ...