Trending medical imaging AI models

Coronary Angiography

Coronary angiography read: vessels, SYNTAX segments and stenosis with QCA evidence.

Chest CT

Chest CT read: nodules with Fleischner or Lung-RADS, PE with RV strain, lungs, pleura and ribs.

Chest X-ray

Chest radiograph read: urgent flags, findings with boxes, device tips, CTR and interval change.

Colour Fundus Photography

Fundus photo read: DR grade, glaucoma suspicion, AMD stage, vessels and referral urgency per eye.

DICOM Tools

Inspect a DICOM study, convert it to NIfTI, PNG or MP4, and validate DICOM objects.

Echocardiography (TTE)

Full TTE read: views, LVEF, chambers, diastology, valves and effusion as ASE measurements.

Head CT

Head CT read: bleed volumes, ASPECTS, vessel occlusion, perfusion core and skull fractures.

Musculoskeletal X-ray

Bone and joint radiograph read: fractures, dislocations, bone age, osteoarthritis and alignment.

Obstetric Ultrasound

Trimester-aware pregnancy scan read: planes, biometry, GA, EFW, centiles, fluid and Doppler.

Radiology Report Tools

Report text tools: narrative from findings, structuring, error check, coding, simplify, translate.

Resting 12-Lead ECG

12-lead ECG read from signal, PDF or photo: rhythm, QTc, STEMI-equivalents and AI-ECG screens.

Thyroid and Neck Ultrasound

Thyroid nodule list with ACR TI-RADS level and FNA advice, gland volume and cervical lymph nodes.

3D Export & Quantification

Turn segmentations into STL and OBJ meshes, 3D renders and rotating videos, and volume measurements.

Abdomen & Pelvis CT

Abdomen-pelvis CT read: acute abdomen flags, organ lesions with management, stones and trauma.

Abdominal and Renal Ultrasound

Organ-by-organ abdominal read: liver, gallbladder, kidneys, spleen, aorta and paediatric bowel.

Brain MRI

Brain MRI read: stroke, tumours, MS lesions, aneurysms, atrophy and ARIA in one result.

Brain PET and DaT SPECT

Brain PET and DaT SPECT read: Centiloid, CenTauRz, FDG dementia patterns and striatal binding.

Breast Ultrasound

Breast lesion list with BI-RADS v2025 descriptors and final assessment, axillary nodes and ABUS.

Cardiac CT

Cardiac CT read: Agatston calcium, CAD-RADS 2.0 stenosis, plaque, chambers and TAVI measurements.

Clinical Skin Photo (rash or lesion)

Rash and lesion photo read: top-5 differential, urgency, photo quality and severity scores.

Colonoscopy

Recorded colonoscopy read: polyps with optical diagnosis, BBPS, caecal intubation, withdrawal time.

Dental CBCT

CBCT read: segmented teeth, jaws and nerve canals, third-molar canal relations and airway size.

Dermoscopy · Skin Lesion

Dermoscopic lesion read: ranked differential, malignancy risk, structures and 7-point score.

eFAST Trauma Ultrasound

eFAST read per window: free fluid, pericardial effusion, pneumothorax and an overall result.

FDG PET/CT (Oncology)

Oncologic FDG PET/CT read: lesions with SUV, Lugano stage, Deauville score and metabolic response.

Gynaecological Pelvic Ultrasound

Gynaecological pelvic read: O-RADS adnexal masses, endometrium, uterus and fibroids, follicles.

Holter & Ambulatory ECG

Ambulatory ECG read: arrhythmia episodes, ectopy and AF burden, pauses, HRV and evidence strips.

Image Registration

Align two series or studies: rigid, affine or deformable transforms with resampled images and QA.

Lung Ultrasound

Per-zone lung ultrasound read: B-lines, sliding, consolidation, effusion, BLUE profile, LUS score.

Mammogram (2D)

Mammogram read: suspicion score, recall, BI-RADS, density, located lesions and risk.

Panoramic Radiograph (OPG)

OPG read: FDI-numbered odontogram, caries, periapical lesions, third molars and bone level.

Promptable Segmentation

Outline any structure in a medical image: click, box or scribble, name it, or label every organ.

Prostate Biopsy Pathology

Prostate core biopsy read: cancer per core, Gleason and ISUP grade, % pattern 4, tumour length.

Prostate MRI

Prostate MRI read: PI-RADS v2.1 lesions, sector map, PSA density and fusion-biopsy targets.

Retinal OCT

Retinal OCT read: layers, fluid volumes, AMD, DME, RNFL and change since the last visit.

Spine CT

Spine CT read: every vertebra labelled, fractures with AO Spine type, alignment and canal size.

Spine MRI

Spine MRI read: a graded level table, cord measurements and red flags in Fardon 2014 terms.

Vascular Duplex Ultrasound

Duplex read: carotid stenosis and IMT, DVT compression and peripheral arterial waveforms.

Abdominal MRI

Abdominal MRI read: liver fat and iron, LI-RADS, MRCP, pancreatic cysts, Bosniak and kidney volume.

Abdominal X-ray

Abdominal film read: bowel gas pattern, free air, radio-opaque stones and swallowed objects.

Any-Organ H&E Slide Analysis

Organ-agnostic H&E read: slide QC, tumour map, nuclei and mitoses, primary-site ranking, embeddings.

Bone Scintigraphy

Whole-body bone scan read: metastatic hotspots, Bone Scan Index, PCWG3 progression and ATTR-CM flag.

Breast MRI

Breast MRI read: enhancing lesions, kinetics, BI-RADS assessment, BPE, FGT and implant integrity.

Breast Pathology

Breast case read from H&E, IHC and node slides: type, grade, biomarker scores, TILs and pN.

Breast Tomosynthesis

DBT read: lesions located in 3D with their best slice, exam score, recall and BI-RADS.

Capsule Endoscopy

Capsule study read: bleeding sources, lesions with Saurin relevance, transit times and key frames.

Cardiac MRI

Cardiac MRI read: ventricular function, scar, T1/T2/ECV mapping, flow and strain per AHA segment.

Cerebral DSA

Cerebral angiogram read: vessels, aneurysms, AV shunts, occlusions, stenosis and eTICI grading.

Colorectal Pathology

Colorectal polyp and cancer read: adenoma or serrated histology, dysplasia, MSI, tissue map.

CT Angiography (Aorta, Carotid, Run-off)

Arterial CTA read: aortic diameters, dissection and aneurysm, endoleak, carotid and leg stenoses.

Head & Neck CT

Neck, sinus and temporal-bone CT read: nodes by level, Lund-Mackay, airway, abscess and tumour.

Image Embeddings and Similar Cases

Medical image embeddings for search, clustering and zero-shot labels, plus similar-case retrieval.

Intra-oral Radiographs (Bitewing and Periapical)

Bitewing and periapical read: surface caries depth, bone levels, PAI and restorations on one chart.

Intravascular OCT

IVOCT pullback read: lumen, plaque phenotype, calcium, stent sizing and strut-level stent analysis.

Intravascular Ultrasound (IVUS)

Vendor-neutral IVUS pullback read: lumen and EEM, plaque burden, calcium, sizing and stent result.

Knee MRI

Knee MRI read: ACL status, meniscal tears, cartilage defects and bone marrow oedema.

Lateral Cephalogram

Ceph tracing: landmarks, cephalometric analyses, skeletal class and CVM growth stage.

Lung Cancer Pathology

Lung biopsy and resection read: NSCLC subtype, IASLC grade, PD-L1 TPS and EGFR mutation probability.

Medical Image Q&A

Ask any question about a medical image: draft answers with grounding boxes and prior comparison.

Musculoskeletal CT

Pelvis and extremity CT read: fractures with fragments, 3D bone models and Bone-RADS lesions.

Musculoskeletal Ultrasound

Region-aware MSK read: rotator cuff, carpal tunnel, synovitis, infant hip (Graf) and abscess.

NICU Radiograph

Neonatal babygram read: umbilical line and tube tips by vertebral level, plus NEC signs.

Nuclear Cardiology (MPI and Cardiac Amyloid)

Nuclear cardiology read: perfusion scores, gated function, myocardial blood flow and ATTR-CM grade.

Oncology Staging & Response CT

Staging and response CT: lesion inventory, RECIST 1.1 table, tracked lesions and Node-RADS nodes.

Opportunistic CT Biomarkers

Biomarker panel from routine CT: sarcopenia, bone density, liver fat, aortic calcium, fractures.

Peripheral Blood Smear

Peripheral blood smear read: classified white cells, differential percentages and a blast alert.

PSMA PET/CT

PSMA PET/CT read: PROMISE V2 miTNM staging, PSMA tumour volume and Lu-PSMA eligibility signals.

Radiotherapy Planning CT

Planning CT contouring: site-specific organs at risk and a GTV proposal as a DICOM RTSTRUCT.

Spine X-ray

Spine radiograph read: scoliosis curves, vertebral fractures, sagittal balance and slip grades.

Upper GI Endoscopy (EGD)

Gastroscopy read: station completeness, LA grade, Barrett's extent and gastric neoplasia flags.

Wearable & Single-Lead ECG

Smartwatch and handheld ECG strips: rhythm, AF, heart rate, QRS and QTc, and strip quality.

Wound & Burn Photo

Wound and burn photo read: area in cm², tissue types, staging, foot flags and healing trend.

Anterior Segment Imaging

Anterior segment read: keratitis triage, cataract grade, keratoconus stage and angle closure.

Bone Marrow Aspirate

Marrow aspirate read: cell-by-cell myelogram, blast percentage, M:E ratio and dysplasia flags.

Bronchoscopy

Recorded bronchoscopy read: endobronchial tumours and mucosal abnormalities, located by airway.

Cath-Lab Hemodynamics

Cath pressure tracings read: FFR and pullback pattern, valve gradients, right-heart values, QA.

Cervical Cytology (Pap Test)

Pap test read: adequacy, Bethesda 2014 category and a ranked gallery of abnormal cells.

Contrast-Enhanced Mammography

CEM read: enhancing masses and non-mass enhancement, BPE level and BI-RADS by the CEM lexicon.

Cystoscopy

Recorded cystoscopy read: papillary tumours and suspicious flat lesions, mapped with key frames.

DXA (Bone Densitometry)

DXA read: T-scores by ISCD rules, VFA fractures, aortic calcification and body composition.

Exercise Stress ECG

Treadmill and bicycle stress ECG read: ST response by stage, arrhythmias and Duke Treadmill Score.

Fetal MRI

Fetal brain MRI read: 3D reconstruction, tissue volumes and biometry against gestational age.

Heart Sounds (Digital Stethoscope)

Digital stethoscope recordings read: S1/S2, murmur presence, timing and grade, echo referral risk.

Hysterosalpingogram

HSG read: fill and spill for each fallopian tube, with occlusion level and hydrosalpinx.

Intra-oral 3D Scan

Intra-oral scan processing: FDI-labelled tooth segmentation, missing teeth and dental landmarks.

Joint MRI

Joint MRI read: rotator cuff tears, retraction and fatty infiltration, bone and muscle masks.

Laparoscopic Surgery Video

Recorded laparoscopy review: phase timeline, critical view of safety, instruments and anatomy masks.

Laryngoscopy and Stroboscopy

Laryngoscopy and stroboscopy read: vocal-fold lesions and glottal-area segmentation with waveform.

Lung V/Q Scintigraphy

Lung V/Q read: segmental mismatched perfusion defects and a pulmonary embolism call per EANM 2019.

LV Ventriculography & Aortography

LV gram and aortogram read: volumes, LVEF, regional wall motion and Sellers regurgitation grades.

Neonatal Cranial Ultrasound

Preterm cranial ultrasound read: Papile IVH grade, ventricular index and dilatation flag.

Nerve Block Ultrasound

Recorded nerve-block clip read: nerves, vessels, fascia, pleura and needle tip for QA and teaching.

OCT Angiography

OCTA read: foveal avascular zone, vessel and perfusion density, non-perfusion and new vessels.

Ocular Ultrasound (POCUS)

Ocular POCUS read: optic nerve sheath diameter and retinal detachment versus vitreous disease.

Pelvic MRI

Pelvic MRI read: rectal cancer staging, gynaecological staging, O-RADS MRI, fibroids and fistulas.

Peripheral & Visceral Angiography

Peripheral and visceral DSA read: patency, stenoses, runoff, TASC II and GLASS stage, extravasation.

Prostate Ultrasound (TRUS and Micro-US)

Prostate read: gland outline and volume, PSA density and suspicious lesions on micro-ultrasound.

Renal Scintigraphy

Renal scintigraphy read: diuretic renogram curves, split function, drainage and DMSA cortical scars.

Retinopathy of Prematurity Screening

ROP read: plus disease, ICROP3 zone and stage, A-ROP and treatment-warranted ROP per eye.

Scrotal Ultrasound

Scrotal read: torsion signs on Doppler, intratesticular masses and microlithiasis.

Somatostatin Receptor PET/CT

SSTR PET/CT read for neuroendocrine tumours: lesions, SSTR-RADS 1.0 and Krenning score.

Swallow Study (VFSS)

Videofluoroscopic swallow read: PAS per bolus, aspiration frames, hyoid and UES motion, residue.

Theranostics SPECT/CT Dosimetry

Post-therapy Lu-177 SPECT/CT: organs at risk, time-activity curves and absorbed dose per cycle.

Thyroid FNA Cytology

Thyroid FNA read: adequacy, Bethesda category I–VI, risk of malignancy and usual management.

Thyroid Scintigraphy

Thyroid scintigraphy read: uptake pattern, thyroid uptake percentage and hot or cold nodules.

Total-Body Photography (mole mapping)

Total-body photo read: every lesion mapped, the most suspicious ranked, new and changed flagged.

Transoesophageal Echocardiography (TEE)

TEE read: 28 standard views, LAA thrombus, mitral valve anatomy and endocarditis signs.

Urine Cytology

Urine cytology read: Paris System 2.0 category, N/C ratio per cell and a gallery of atypical cells.

Voiding Cystourethrogram

Voiding cystourethrogram read: reflux side and International Reflux Study grade I–V.

Whole-body MRI

Whole-body MRI read: myeloma marrow infiltration and bone metastasis burden, with response.