Guides, project breakdowns, and lessons learned from building medical imaging platforms — written by the PYCAD team.
Hang a clinical radiograph or fluoro frame and get overlapping overlays for up to 60 bones and organs without per-organ models. FleXray, arXiv:2609.26756.
Hang a structured CT report, abnormality answers, and reviewable reasoning beside chest or abdomen volumes while keeping explicit 3D token coordinates into the LLM. NV-Reason-CT, arXiv:2609.27511.
Hang a SENSE4 brain T1w in and an ART-Net cleaned stack out that tracks AF0-aligned segmentation and reader scores for atrophy workflows. Chai et al., arXiv:2609.22390.
Hang predicted CSF tracer enhancement and change maps from a pre-contrast T1w plus the hour you ask, without waiting for delayed repeat scans. Liu et al., arXiv:2609.22377.
Multi-sequence brain MRI in, click-correctable 3D lesion overlays out, with Mid- and Post-Interaction online adaptation across missing and unseen modalities. BrainIAC, arXiv:2609.23026.
Hang chamber and scar overlays, LGE and disease flags, then a local LLM report written back as a DICOM series on the scanner GPU in about 90 seconds. ORION-CMR, arXiv:2609.23950.
We build custom medical imaging platforms — advanced DICOM viewers, AI segmentation, and the clinical systems around them.
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