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DIANA Projects

Ultrasound

Mamography Biopsy Path Classification (Lourenco)

  • XXXX US bx pulled and anonymized
  • Reference: [@Chu_CMIMI_2018]

Thyroid Biopsy Path Classification

  • XXXX US bx pulled and anonymized
  • Reference: [@Pan_SAR_2019]

Radiography

Bone Age

  • 2000 dedicated CR bone age pulled and anonymized
  • 2000 normal CR left hand pulled and anonymized

Chest Pathology Detection

  • 17,000 CR pulled and anonymized
  • Reference: [@Pan_SPIE_2018]

Computed Tomography

Single-Applicator Ablations (Dupuy, Healey)

  • 30 intraprocedure CT studies pulled and anonymized

Ultra-low Dose Renal Stone Comparison (Grand)

  • 90 abdomen CT studies pulled, split by series, and anonymized

TBI Detection (L Merck)

  • 3000 CT head studies pulled and anonymized
  • Reference: [@Pan_RSNA_p3_2018]

Stroke Detection (McTaggart)

  • 600 CTA head studies pulled and anonymized

MR Imaging

Mamography Biopsy (Lourenco)

Imaging Prior to Stroke (Cutting)

  • 50 MR head studies pulled
  • References: [@Andere_2018a, @Andere_2019b]

Report Handling

Automatic Priority Scoring (Movson, Langlotz)

  • 500k reports pulled and anonymized
  • Reference: [@Zhang_RSNA_2018]

ED Imaging Order Appropriateness (Movson)

Lung Screening Registry Data Extraction

  • 800 reports pulled and summarized for smoking history

Dose Report Handling

  • 200k reports received, summarized, and reviewed for outliers
  • References: RIH Risk Management Award, [@Merck_Splunk_2017]