Jeff Majchrzak

Economics
Incomplete documentation jeopardizes radiology payments
Insufficient documentation is behind most improper payments, according to the government agencies responsible for policing Medicare program claims. Those same agencies repeatedly advise healthcare providers that they can avoid errors by complying with documentation requirements, including those in local coverage determinations.
September 16, 2014
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Practice Management
Is more radiology code bundling in store for 2015?
Is more code bundling in store for radiology in 2015? It just might be as the American Medical Association seeks to correct healthcare services that it perceives to be "misvalued," according to the first in a series of new articles by Panacea Healthcare Solutions.
August 28, 2014
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Digital X-Ray
AI accurately flags follow-up imaging recommendations
An AI agent significantly improved the identification of missed diagnostic opportunities in radiologist notes.
Chest Heart Pain
CT
SCCT: CT-first imaging protocol could transform chest pain evaluation
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Nuclear Medicine
The rise of theranostics: Part 7 -- Nuclear medicine technologists' rapid evolution
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Radiation Oncology/Therapy
Radiopharmaceutical therapy use increased 20-fold over a decade
How Agentic AI Is Transforming Radiology Ops
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How Agentic AI Is Transforming Radiology Ops
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CEUS outperformed color Doppler ultrasound in a study focusing on indeterminate kidney lesions.
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Women's Imaging MinnieCast, Episode 2: Risk-based vs. annual mammography screening, part 1
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Vilert Loving, MD, from Ochsner Health and the SBI discusses breast cancer screening based on annual mammography versus risk.
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3D MRI technique helps plan treatment for pediatric heart conditions
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The method makes "heart muscle and heart valves visible while making blood and surrounding tissues transparent," researchers noted.
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An AI model showed associations with recurrence after DCIS surgery and performed comparably to established clinical risk models.
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Images of a 39-year-old who underwent screening mammography. Right craniocaudal (left) and mediolateral oblique (middle) views from preoperative mammography show suspicious grouped fine pleomorphic calcifications (arrows). After biopsy showed ductal carcinoma of situ (DCIS), patient underwent breast-conserving surgery, yielding final diagnosis of ductal carcinoma in situ (intermediate grade, hormone receptor positive). (Right) Screenshot of an output of a commercial AI tool applied to preoperative mammography. AI detected right breast lesion with score of 95% on both views (concentric colored circles). Present study’s reviewing radiologist deemed AI marking to correspond with site of DCIS.
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The modality correctly diagnoses dermoids and simple cysts, but is not as effective at identifying other types of adnexal lesions.
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Axial contrast-enhanced CT scan in a 28-year-old premenopausal woman shows an incidentally detected solid-appearing left ovarian lesion (solid arrow) anterior to the uterus (U), associated with trace ascites in the right adnexa and cul de sac (dashed arrows). At pathologic analysis, this was shown to be ovarian dysgerminoma. Two readers misdiagnosed this lesion, one as a leiomyoma and one as an ovarian fibroma.
Radiology coding update for 2026
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In a new column, Erin Stephens of Healthcare Administrative Partners reviews the 2026 CPT code changes.
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Super-resolution deep learning reconstruction improves CCTA
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The commercially available image reconstruction algorithm outperformed standard hybrid iterative reconstruction for assessing coronary stenosis.
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Images from two representative cases. (A-C) Images in an 82-year-old man with a calcified plaque in the proximal segment of the left anterior descending artery. (A, B) Curved planar reconstruction images from CCTA with (A) hybrid iterative reconstruction (HIR) and (B) super-resolution deep learning reconstruction (SR-DLR) show that the measured PDS was 66% for the HIR image and 42% for the SR-DLR image. (C) Quantitative analysis of the invasive coronary angiography (ICA) image (reference standard) revealed a PDS of 34% (arrow). (D-F) Images in a 37-year-old woman with a noncalcified plaque in the middle segment of the left circumflex artery. (D, E) Curved planar reconstruction images from CCTA with (D) HIR and (E) SR-DLR show that the measured PDS was 47% for the HIR image and 80% for the SR-DLR image. (F) Quantitative analysis of the ICA image revealed a PDS of 72% (arrow). Blue, red, and yellow lines in A, B, D, and E represent the proximal reference point, stenosed lesion, and distal reference point, respectively, and the insets show the corresponding cross-sectional images.
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Trends show that nonsurgical management of DCIS is rising, paving the way for imaging's role in active surveillance.
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F-18 sodium fluoride PET/CT scans can quantify changes in cardiac and aortic vascular calcifications.
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