Concept

Cancer screening

Related lectures (32)

Causal Reasoning in Healthcare: ML Guidelines & Dataset Shifts

Explores causal reasoning in healthcare AI, ML guidelines, dataset shifts, bias impact, and multimodal learning.

Explores evaluation protocols in machine learning, including recall, precision, accuracy, and specificity, with real-world examples like COVID-19 testing.

Fragment-Based Drug Discovery: Concepts & Technologies

Covers the concepts and technologies of fragment-based drug discovery, exploring hit identification, lead optimization, and screening methods.

Cancer Detection: Probe Array Technology

Covers rapid cancer sensing using cantilever arrays, clinical value of diagnostics, physical properties in cancer development, and HER2 levels importance.

Immune Selection and Cancer Evolution

Delves into immune selection, cancer evolution, neoantigen quality, fitness cost, tumor heterogeneity, and evolutionary predictions.

Densities and Bayesian Inference: Decision Rules and Bayes Law

Covers classification concepts, medical screening tests, and decision rules.

Fragment-Based Drug Discovery: Concepts & Technologies

Covers the concepts and technologies of fragment-based drug discovery, hit identification methods, and its application in target-based drug discovery.

Chemical Biology: High-Throughput and High-Content Screening

Covers Chemical Biology, high-throughput screening, RNA interference, CRISPR-Cas9, and organoid differentiation for drug discovery.

Protein Engineering & In Vitro Evolution

Explores protein engineering, computational design, and screening protein libraries to generate novel proteins with desired functions.

Ewald Summation: Long-Range Interaction and Self-Interaction Correction

Explains Ewald summation, self-interaction correction, and short-range interaction calculations.

Drug Discovery: Computational Approaches

Explores the EXSCALATE4COV project, focusing on computational drug discovery for COVID-19 treatments and the collaboration between academia and industry.

Kidney-on-a-Chip Technologies

Covers the state-of-the-art kidney-on-chip technologies aiming to facilitate pharmaceutical research and eliminate animal testing.

Performance Criteria: Confusion Matrix, Recall, Precision, Accuracy

Explores performance criteria in supervised learning, emphasizing precision, recall, and specificity in model evaluation.

Parametric Models: Estimation and Optimization

Explores parametric models, estimation techniques, regression models, and score-based classifiers in data analysis.

Genetic Suppression: Synthetic Lethality

Explores synthetic lethality in genetics, focusing on cancer implications and therapeutic insights through genetic interactions.

Electric Dipole in Fields

Explores electric dipole behavior in fields, alignment, potential energy, dielectric insulators, metallic planes, and field screening.

Plasma Physics: Debye Length

Explores the rigorous definition of plasma, emphasizing the Debye length and its implications.

Electrochemistry: Definitions and Concentration Stack

Explores electrochemical definitions and concentration stack, focusing on reduction, electrodes, and battery equilibrium.

Biodegradable Plastic in Compost

Covers composting biodegradable plastics, including collection, shredding, sieving, certification standards, and end-of-life options.

Capacitance and Dielectrics: Bound charges and Dielectric Constant

Explores bound charges, macroscopic polarization, dielectric screening, and relative permittivity in various materials.