We found the following 23 published projects which all share the keyword deep amongst their description of software or software methods used.

Title
Actionable deep learning under uncertainty for carbon-centric building operations
Adaptive Treatment Planning for ICU Patients using Multimodal Data Fusion with Uncertainty Quantification
Advancing Water Disaggregation through Privacy Preserving Conditional Generative Models and Explainable AI
Alzheimer's Disease Progression Modeling via T1 MRI
Applying Machine Learning to Extract Insights from IVCM Imaging in LSCT Patients
Artificial Intelligence for the analysis of Retinal imaging data
Brain Health Assessment via Multi-Modal Retinal Imaging with Deep Learning and Large Language Models
City Pulse GNN
Earth Observation and Machine Learning to Map Past Water in the Middle East and North Africa
Efficient Robustness Analysis of Deep Neural Networks
Energy Forecasting and Optimisation in Smart Buildings Using Explainable and Transferable Deep Learning
Evaluating Neural Encoder-Decoder Models for Period-Avoiding DNA Storage Sequences
Generative AI for Emotion-Aware Speech and Dialogue
Health AI
High Power Computing for training Deep Reinforcement Learning Models for Optimisation Problems
NIHR Innovation Observatory
Post-Processing and Improving Markov Chain Monte Carlo
Reasoning-Aware Mixture-of-Experts for Large Language Models
Robust Multimodal Deep Learning for Generalizable Sleep Stage Classification
S-Cape
Smothering in laying hens
Task specific analysis of pairformer block importance in protenix and conditionally routing for better prediction
Trust Research Methodology Database (TReMeDa)