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Why Image Quality Matters: A Tech Skill Every Medical Student Should Start Learning
Santiago Guzman, Mario Mahecha, Santiago Aristizabal. When we look at medical images during training, it's easy to focus solely on identifying pathology. However, behind every clear diagnosis is a clear technical foundation that determines whether the image is even interpretable. Understanding image quality, and what affects is, is a core skill that future radiologists, and even non radiologists, should begin developing early. Image Quality is More Than Resolution Image quali
Santiago Guzman
Jan 202 min read


How Open Evidence Really Compares to Other AI Tools for Medical Research
Mario Mahecha, Santiago Guzman, Santiago Aristizabal Medical research is expanding at a speed no clinician or scientist can manually keep up with. Every day, hundreds of new papers, preprints, guidelines, and trial results appear often scattered across journals, repositories, and different levels of scientific rigor. For many researchers, the challenge is no longer “finding” information but filtering, judging quality, and extracting meaning quickly. This is where the new gene
mariomahecha0098
Dec 9, 20253 min read


The Role of Artificial Intelligence in Workflow Optimization
Santiago Guzman, Mario Mahecha. When most people think about AI in radiology, they imagine algorithms detecting tumors or flagging...
Santiago Guzman
Sep 25, 20252 min read


Becoming AI’s best partner: A new reality in neuroradiology (VIOLA-AI)
Mario Mahecha, Renata Tarraf Fernandes, Santiago Guzman, Santiago Aristizábal, Pablo Riascos Recently one member of our group shared a...
mariomahecha0098
Aug 28, 20253 min read
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