IEEE

Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior

Abstract: Distributed acoustic sensing (DAS) has emerged as a widely used technology in various applications, including borehole microseismic monitoring, active source exploration, and ambient noise ...
GitHub

A Python-based Decision-Focused Learning Toolbox

Weights & Biases is a helpful tool to analyze experiments, while Optuna is an effective tool for hyperparameter tuning. To use either of these tools, make sure to check out the notebooks in the ...
The Lancet

A prospectively deployed deep learning-enabled automated quality assurance tool for oncological palliative spine radiation therapy

aDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA ...
Cancer Research

Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States

1Tri-I Program in Computational Biology & Medicine, Weill Cornell Medicine, New York, New York. 2Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, ...
IEEE

Hybrid Deep Learning for Hyperspectral Single-Image Super-Resolution

Abstract: Hyperspectral single-image super-resolution (SISR) remains a challenging task due to the difficulty of restoring fine spatial details and preserving spectral fidelity across a wide range of ...