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AI for Surgery
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== <span style="color: #FFFFFF;">Remembering</span> == * '''Robotic-assisted surgery''' β Surgery performed using robotic systems that translate surgeon hand movements into precise instrument movements (da Vinci, Verb Surgical). * '''da Vinci Surgical System''' β Intuitive Surgical's flagship platform; used for urology, gynecology, colorectal, and general surgery. * '''Laparoscopic surgery''' β Minimally invasive surgery through small incisions; creates video feed that can be analyzed by AI. * '''Surgical phase recognition''' β AI classifying the current phase of surgery (e.g., dissection, hemostasis, closure) from video. * '''Instrument tracking''' β Detecting and tracking surgical instruments in laparoscopic video. * '''Surgical skill assessment''' β AI analyzing video to assess surgeon skill level; used for training and credentialing. * '''Intraoperative navigation''' β Real-time guidance systems showing surgeons instrument position relative to anatomy. * '''Image-guided surgery''' β Overlaying preoperative imaging (CT, MRI) onto the surgical field in real time. * '''Augmented reality (surgical)''' β Overlaying digital information (vessels, tumor margins) onto the surgeon's view. * '''Surgical safety checklist AI''' β AI monitoring adherence to WHO surgical safety checklists. * '''Autonomous anastomosis''' β Automated suturing of bowel segments; demonstrated in preclinical robotic studies. * '''Computer vision (OR)''' β Using cameras to monitor operating room workflow, equipment, and safety compliance. * '''Predictive surgical outcomes''' β ML models predicting complication risk, blood loss, operative time from patient and procedure characteristics. * '''CHOLEC80 dataset''' β 80 laparoscopic cholecystectomy videos with phase and instrument annotations; standard surgical AI benchmark. </div> <div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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