Stratified K-Fold cross-validation for imbalanced datasets

In Machine Learning, a common technique used to train a robust and generalizable model, is cross-validation. It divides the dataset into multiple subsets, where typically one of them is the validation set and the remainder consist the training set.

Explainable AI for Melanoma Detection at MPNEconsensus 2024

The AI, Data, and Data-Dependent Business Models workshop took place between 31 January and 2 February 2024 at Fraunhofer Heinrich Hertz Institute in Berlin.

Monitoring of multiple fabrication parameters of electrospun polymer fibers using Mueller matrix analysis

Leibniz University Hannover has published a new peer-reviewed scientific article in the IOPScience Journal of Optics. The work was supported by iToBoS project, under European Union’s Horizon 2020 grant agreement No 955221.

iToBoS liquid lens nominated for PRISM Award

Every year, the international society for optics and photonics (SPIE) recognizes innovative companies with the Prism Award.

Data Augmentation in Classification and Segmentation: A Survey and New Strategies

In computer vision, deep learning models have proven instrumental in tackling various tasks, from object detection and segmentation to image classification and analysis.

ELM-75 liquid lens presented at Photonics West

Every year end of January, the international society for optics and photonics (SPIE) hosts Photonics West, the world’s largest trade show for optics, in San Francisco.

Opportunities and Challenges in Artificial Intelligence Skin Image Analyses Using Total Body Photography

In the last decade the application of artificial intelligence (AI) algorithms in dermatology to classify skin lesions, particularly melanoma, has advanced rapidly.

HPV and squamous cell carcinoma

Non-melanoma skin cancers, including squamous cell carcinoma (SCC), represent the most common form of cancer in Caucasians, with a continuing increase in incidence worldwide.

Ethical AI at MPNE Consensus Data

Trilateral Research recently attended the MPNE Consensus Data event in the framework of iToBoS project, held in Berlin between January 31st and February 2nd, 2024.

Data security and privacy at MPNE consensus 2024

IBM recently took part in the MPNE Consensus conference in Berlin, Germany.