TASC-SwinMT	Task-Adaptive Synergistic Cross-Task Swin Multi-Task Framework
TALA	Task-Aware Lightweight Adapter
MSTAF	Multi-Scale Task Alignment Fusion
CTCI	Cross-Task Collaborative Interaction
CT	Computed Tomography
MRI	Magnetic Resonance Imaging
BN	Batch Normalization
CNN	Convolutional Neural Network
FFT	Fast Fourier Transform
iFFT2D	Inverse Two-dimensional Fast Fourier Transform
BCE	Binary Cross-Entropy
MSE	Mean Squared Error
Dice	Dice Coefficient
EdgeSSIM	Edge-based Structural Similarity Index Measure
LPIPS	Learned Perceptual Image Patch Similarity
PSNR	Peak Signal-to-Noise Ratio
SSIM	Structural Similarity Index Measure
IoU	Intersection over Union
TCS	Temporal Consistency Score
MSD	Medical Segmentation Decathlon
MTL	Multi-Task Learning
SOTA	State-of-the-Art
MoE	Mixture of Experts
GradNorm	Gradient Normalization
DWA	Dynamic Weight Average
GPU	Graphics Processing Unit
FP16	Mixed precision training
FLOPs	Floating Point Operations
FPS	Frames Per Second