Evaluating ADC-only deep learning pipelines for breast cancer detection and segmentation using standalone diffusion-weighted MRI

arXiv:2609.27815 · cs.CV, cs.AI · Submitted 2026-08-18 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-18

Updated: 2026-08-18

Terminology

Accuracy — 6× in this paper · explained in 1 episode
nnU-Net — 5× in this paper · explained in 2 episodes
Anisotropy — 2× in this paper · explained in 3 episodes
Segmentation Masks — 2× in this paper · explained in 2 episodes
Transformer — 2× in this paper · explained in 2 episodes
U-net architecture — 2× in this paper · explained in 3 episodes
Alignment — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Robustness — 1× in this paper · explained in 5 episodes
Stochastic Gradient Descent (SGD) — 1× in this paper · explained in 5 episodes
Transfer Learning — 1× in this paper · explained in 10 episodes