Ferro no Assalariado: Poder de Compra Decrescente.

Fonte: Relatório de R.I | Compilado por Gabriel Ribeiro Cunha | Depuração de DRE

Trabalho Plantadas

T-cells which recognise and kill cells expressing tumour-associated antigens are a promising new anti-cancer agent. However, in a few cases reactivity to antigens expressed by normal tissue caused serious adverse events. To mitigate such risks, Adaptimmune developed an extensive in-vitro testing pipeline. A pivotal element was predicting the repertoire of potential targets in human tissues that the therapeutic T-cells might respond to. The script reproduces two important figures of our paper. Computations involved checking > 10 million peptide sequences for matches in the human proteome, under 126 different criteria.

PU-PEOU-SEM

Time Series MCH Service Utilization.

This analysis explores a dataset of human motion primitives, focusing on preprocessing, exploratory data analysis (EDA), and clustering. Data is loaded from multiple text files, cleaned, and normalized. EDA includes summary statistics, distributions, boxplots, and scatter plots, as well as a correlation heatmap. Clustering is performed using K-means, with the optimal number of clusters determined via the elbow method, and hierarchical clustering is applied to a sample of the data. The clustering results are evaluated using the Hopkins statistic and Davies-Bouldin Index. This comprehensive analysis provides insights into the dataset's structure and clustering tendencies.