Ezzah
By Ezzah, M.Phil. Research Scholar (Pharmaceuticals) Will AI Replace Radiologists What a New X Ray Study Reveals Introduction You have a busy clinic, a full PACS queue, and one blunt question keeps showing up in both meetings and comment threads: will AI replace radiologists? The short answer is no. The long answer is far more … Read more
The Future of AI in Healthcare: Would You Want Delphi-2M To Predict Your Disease? You do not need a crystal ball to see where medicine is heading. The future of AI in healthcare is already taking shape in code and cohort studies, not in science fiction plots. A new research model called Delphi-2M reads the … Read more
AI in Medical Imaging 2025, Grounded Reasoning, Agentic Triage, and Clinician-Ready Explainability 1. Reading Chest X-rays With Reason, Not Just Answers If you have spent time in a reading room, you know the rhythm. Scroll, zoom, compare priors, dictate, repeat. Most AI in medical imaging tools promise to make that loop faster. Fewer promise to … Read more
AI in Oncology Lessons From a Landmark Lung Cancer Study on Precision Medicine Introduction If you want to understand where medicine is going, watch what happens when biology turns into data. Lung cancer is a brutal teacher, and in the last few years radiology has become a language that machines read with surprising fluency. The … Read more
GPT-5 Medical Capabilities, A Review of Advanced Medical Reasoning MedQA Accuracy — Peer Comparison (Aug 12, 2025) Metric: Accuracy (%) — 0 starts at the x-axis baseline and rises to 100 0% 20% 40% 60% 80% 100% 96.1% 96.3% 96.2% 93.6% 93.1% 92.7% 92.5% o3 GPT-5 GPT-5 Mini Claude Opus 4.1 Gemini 2.5 Pro Exp Claude 4 … Read more
AI Drug Discovery, MIT’s New Antibiotics, And The Second Golden Age Of Medicine Introduction Superbugs are not science fiction. They are already in our hospitals, our neighborhoods, and too often in our bloodstream. The familiar playbook, find a natural compound, tweak it, test it, repeat, is running out of road. AI drug discovery is stepping … Read more
AI Medical Diagnosis in Dizziness | 88% Accuracy Explained When machine learning meets lived clinical wisdom, complex dizziness finally gets an 88 percent answer key. 1. Introduction: A Puzzle That Would Not Sit Still Imagine waking up and the room tilts in slow motion. You grip the bedframe, hoping gravity will pick a direction and … Read more