1 Table of Contents: “...Probabilistic Segmentation and Labeling of C. elegans Neurons -- Segmenting Continuous but Sparsely...”

2 Table of Contents: “... MRI abdomen organs segmentation -- Dynamic memory to alleviate catastrophic forgetting in continuous...”

3 Table of Contents: “... hybrid 2D/3D CNN -- Dermatology -- A distance-based loss for smooth and continuous skin layer...”

4 Table of Contents: “... Simulation for Medical Imaging -- Continual Learning of New Diseases with Dual Distillation and Ensemble...”

5 Table of Contents: “... Attention Autoencoder (STAAE) for ADHD Classification -- Global Diffeomorphic Phase Alignment of Time-series...”