Author: Mircea Popa

Mircea Popa: Author

CEO @ Medicai. Interested in innovation in healthcare, use of cloud, AI in medicine. Previously founded SkinVision, a mobile app designed to detect melanoma (skin cancer) through ML algorithms applied on images taken with smartphones.

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by Mircea Popa, Alexandru Artimon January 21, 2026

Artificial intelligence has shown impressive results in radiology research settings. From mammography to CT and MRI, AI models…... Read more.

by Andrei Blaj, Mircea Popa January 19, 2026

In the business of radiology, Time is Inventory. Every minute a radiologist spends waiting for a scan to…... Read more.

by Alexandru Artimon, Mircea Popa January 14, 2026

AI orchestration in PACS is the workflow control layer that triggers inference, applies routing rules, selects models, and…... Read more.

by Andrei Blaj, Mircea Popa January 12, 2026

If you walk into the reading room of a typical private radiology practice or a large hospital network…... Read more.

by Andrei Blaj, Mircea Popa January 7, 2026

In the 2026 healthcare market, you will struggle to find a PACS vendor that doesn’t use the word…... Read more.

by Mircea Popa, Andrei Blaj January 5, 2026

Economic value from radiology AI is not guaranteed. A January 2026 systematic review found that only 21 studies…... Read more.

by Andrei Blaj, Mircea Popa December 29, 2025

In the dental industry, there is a concept called the “All-in-One Illusion.” When you buy a Practice Management…... Read more.

by Alexandru Artimon, Mircea Popa December 24, 2025

For the modern Oral Surgeon or Orthodontist, the CBCT (Cone Beam Computed Tomography) scan is the gold standard of diagnosis.…... Read more.

by Mircea Popa, Andrei Blaj December 18, 2025

Dental Service Organizations (DSOs) often hit a technological wall in the race to scale. It happens somewhere between…... Read more.

by Mircea Popa, Andrei Blaj December 16, 2025

Radiology Information Systems (RIS) and Picture Archiving and Communication Systems (PACS) are treated as line items on expense…... Read more.