NV-Generate-Body: Synthetic Whole-Body CT Masks You Can Dial In
NVIDIA’s NV-Generate-Body draws whole-body CT label maps with the organ sizes, tumors, sex and BMI you ask for. Code Apache 2.0, weights public.
GSMR3D: One Model Turns Thick-Slice Brain MRI Into 1 mm Volumes
GSMR3D rebuilds thick-slice brain MRI on a 1 mm grid at any spacing, one model per contrast, and kept small metastases detectable.
LGGS: Faster Follow-Up Brain MRI Using the Patient’s Last Scan
LGGS rebuilds heavily undersampled follow-up brain MRI using the patient’s prior exam as a guide, without copying it into the new image. arXiv:2610.22643.
UniField++: Making Low-Field Brain MRI Look Like 3T and 7T
UniField++ turns 64 mT brain MRI into virtual 3T and 3T into virtual 7T, with a vision-language planner that flags regions likely to go wrong. arXiv:2610.22982.
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.
MoFD: Synthetic Contrast-Enhanced Brain MRI From T1, T2 and FLAIR
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: Soft-Tissue Chest X-Rays Without Dual-Energy Hardware
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: Sharper Dental CBCT From Fewer Projections
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.
PSMAReg: Follow-Up PET/CT Registration That Keeps Tumor Burden
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: Trust Tumor Overlay Confidence When MRI Sequences Are Missing
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.