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Sharib Ali

Adj. Research Scientist

Dr. Sharib Ali leads the computational endoscopy and surgery group at NAAMII.His research has progressed from understanding and tackling challenges in endoscopy to developing robust systems for tasks such as automated lesion segmentation, detection, 3D reconstruction, and real-world measurements and beyond. He has integrated both current deep learning models and classical computer vision concepts in these works. However, the challenges remain in several tasks in endoscopic computer vision development and its clinical usability, model generalization, resource constraints settings, and real-time requirements. Similarly, precise tool tracking in surgery is critical, and scene understanding is often complex and needs to be thought more comprehensively.