RADIOLOGY DEPTAFTER PREPARATION
Chest CT reads with radiologist reasoning
De-identified studies paired with impressions, differentials, and follow-up decisions at time of read.
DICOMreadsdifferentials
12,400 studies
SL-CLINICAL-v1
Solutions / 04 · Medical imaging
The scan, and the doctor’s reasoning.
Care as it is delivered, not as it is labelled afterwards. Hospital partnerships under institutional agreements: de-identified imaging paired with the impressions, differentials, and decisions made at the read.
35,000+
Physician network
11
Modalities
48k+
Studies
100%
De-identified
The data engine for clinical AI.
A country's worth of physicians
35,000+ doctors producing reads, annotations, and reasoning under agreement.
Reads with reasoning
Not just labels: impressions, differentials considered, and the decision taken.
Clinical-grade privacy
Safe-harbor de-identification, k-anonymity checks, and double human review.
Longitudinal outcomes
Follow-ups link each study to what actually happened next.
Access at scale
A country’s worth of physicians, under agreement.
Not scraped archives. Partner hospitals and 35,000+ physicians on standing, ethics-reviewed collection programs: imaging, annotations, and the reasoning behind them.
01
Radiology
CT, X-ray, MRI, and ultrasound with the read that followed each study.
43k+ studies
02
Reports
Structured findings, impressions, and recommendations per exam.
paired 1:1
03
Reasoning
Differentials considered and discarded: the thought process itself.
physician-authored
04
Decisions
Orders, referrals, and follow-ups that the imaging drove.
linked to outcomes
05
Outcomes
What happened next: resolution, progression, or confirmation.
longitudinal
Institutional agreements & ethics review on fileDe-identification verified before any deliveryPhysician annotators compensated per read
What we capture
Imaging
DICOM studies across 11 modalities, quality-checked and de-identified.
Annotations
Region markings, measurements, and finding labels by treating physicians.
Clinical context
Age band, presentation, history: the context a model needs to read like a doctor.
Follow-through
Decisions and longitudinal outcomes linked back to every study.
Use case
Train on the read, not just the image.
What a buyer sees before licensing a single study.
synthsis://clinical · read_viewerLIVE
1. study · chest_ct · F/40s
2. impression · 8mm RLL nodule, solid
3. differential · granuloma vs early primary
4. decision · follow-up CT, 3 months
5. outcome · stable at follow-up ✓
Reasoning-paired reads
What the radiologist thought, not just typed.
Each study carries the read as it happened: the impression, the differentials weighed and discarded, and the order that followed. The thought process itself, made trainable.
Measured, not promised
Reasoning moves the curve.
Diagnostic fine-tunes are benchmarked before listing: images alone, with reports, and with full reasoning chains.
dx_evals · chest_ctBENCHMARKED
A hospital network, under agreement.
Ethics-reviewed collection across departments.
01
Radiology department
CT, X-ray, and MRI reads across ortho, chest, and ER.
DICOM · Reads attached
02
Ultrasound suite
Full sweeps with probe metadata and sonographer notes.
Sweeps · Probe metadata
03
Tumor board
Multi-physician case discussions, de-identified.
Multi-physician · De-identified
Privacy is the product
Clinical data, handled clinically.
Every study passes de-identification, k-anonymity checks, and a second human review before it can be licensed. Provenance and permitted-use terms ship with every package.
- 01De-identification to safe-harbor standard, verified twice
- 02K-anonymity checks on demographic combinations
- 03Institutional agreements and ethics review on file
- 04Permitted-use license terms ship with every package
- 05Full provenance chain, auditable end to end
Catalog / Medical imaging
All verticals ↗MULTI-DEPARTMENTAFTER PREPARATION
X-ray + report pairs
Radiographs across ortho, chest, and ER with structured reports and demographic context, fully de-identified.
xrayreportsdeid
31,000 pairs
SL-CLINICAL-v1
IMAGING SUITEAVAILABLE NOW
Ultrasound video with sonographer notes
Full sweep recordings with probe metadata, measurements, and annotated findings per clip.
videomeasurementsnotes
4,800 exams
SL-CLINICAL-v1
ONCOLOGY BOARDON REQUEST
Tumor board decision transcripts
De-identified multi-physician case discussions: evidence weighed, options rejected, plan chosen.
transcriptsdecisionsdeid
spec'd volume
SL-CUSTOM
HOSPITAL-WIDECONTINUOUS
Hospital operations event streams
Continuous de-identified workflow events (orders, handoffs, escalations) from a full working hospital.
eventsworkflowrolling
rolling
SL-SUBSCRIPTION
YOUR PROTOCOLON REQUEST
Custom clinical cohorts
Prospective collection against your protocol (modality, population, annotation schema) under ethics review.
prospectiveprotocolirb
spec'd volume
SL-CUSTOM