NoduleFlow: Automatic Lung Nodule Masks Across Follow-Up CT
NoduleFlow chains four public, frozen models to detect, score and segment lung nodules across a patient’s follow-up CTs with no clicks. arXiv:2610.16548.
October 18, 2026
Guides, project breakdowns, and lessons learned from building medical imaging platforms — written by the PYCAD team.
NoduleFlow chains four public, frozen models to detect, score and segment lung nodules across a patient’s follow-up CTs with no clicks. arXiv:2610.16548.
MoFD predicts a contrast-enhanced T1 brain MRI from non-contrast T1, T2 and FLAIR with a 3D U-Net that mixes sequence features and their differences. arXiv:2610.21703.
DeBoneDiT turns one standard PA chest X-ray into a dual-energy style soft-tissue image in about 3.4 seconds. Apache-2.0 code and weights, arXiv:2610.19466.
AD-GS fits each dental CBCT scan with 3D Gaussians, steering them toward enamel and bone so 20 to 30 projections keep root and crown edges. arXiv:2610.14963, BMVC 2026.
A LapIRN pipeline from Helmholtz Munich and TUM aligns follow-up PSMA PET/CT to baseline while holding MTV and TLG steady. arXiv:2610.21451, MIT code and weights.
MMA-LTS (arXiv:2610.11419) post-hoc calibrates voxel-wise tumor overlay confidence when MRI sequences are missing, cutting ECE while keeping Dice. KAIST. No public code yet.
We build custom medical imaging platforms — advanced DICOM viewers, AI segmentation, and the clinical systems around them.
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