Smiloscopy vs NoduleRisk

At last, training bronchoscopy has become fun! Practice and master your essential medical skills with the help of engaging mini-games. Our gamified platform combines real bronchoscope handling with an immersive miniature world and an intuitive smartphone app to make your learning experience both effective and enjoyable. Note: To use this app, the Smiloscopy training hardware is required. Why choose Smiloscopy? • Real Instrument Practice: An actual bronchoscope is your game controller • Gamified Learning: Engaging storylines and challenges will keep you motivated • Skill Development: Build muscle memory and motor skills through play • Progress Tracking: A built-in timer system monitors your improvements over time • Team Competition: Compare scores and compete with your colleagues How It Works Dive into our vibrant miniature world and master real bronchoscopy skills! The Smiloscopy app guides you through exciting missions using a real bronchoscope. Smart sensors recognize your progress and unlock new challenges, each with its own fun storyline. Hone essential motor skills naturally, just as you’ll need them at the bedside. But watch the clock—speed and (more importantly) precision matter! Compete with colleagues or beat your own best time. Are you fast enough to top the leaderboard? Learn. Laugh. Master! Perfect For • Medical residents who are learning bronchoscopy • Experienced physicians maintaining their skills or warming up before procedures • Respiratory therapists • Medical simulation centers • Workshops • Hospital training departments • Anesthesiology, Intensive Care, Pulmonology, and Oto-Rhino-Laryngology (ENT) departments • Any healthcare professional who performs bronchoscopies Key Features • Self motivation: Transform routine practice into a compelling gameplay that you’ll want to repeat. • Performance Analytics: Built-in timers measure your improvement and enable healthy competition through leaderboards and personal bests. • Team Capabilities: Individual login system enables team comparisons and collaborative learning environments. • Data friendly: Team performance is stored only locally on the Smiloscopy trainer and in your app. No cloud. • Skill-Focused Design: Each element is designed to build the specific motor skills required for safe and efficient bronchoscopy. Our Mission • To promote atraumatic examination techniques • To reduce procedure times • To increase physician confidence • To remove barriers to conducting necessary procedures • To offer some fun distraction from serious shift work during breaks Technical Requirements • Smiloscopy trainer hardware (available separately via our website) • iOS 14.0+ • Bluetooth connectivity • Single-use bronchoscope with its dedicated monitor (any brand) About Smiloscopy We’re pioneering the use of gamification in medical motor skill development. Our innovative approach of combining real medical equipment with mobile gaming makes essential procedures more accessible and enjoyable for learners. Ultimately, we’re seeking to improve patient care through better-trained healthcare professionals. Connect With Us Ready to transform your bronchoscopy practice? Connect with us on LinkedIn: https://de.linkedin.com/company/genuine-smile-simulators. Smiloscopy – Where Medical Training Meets Gaming Innovation

NoduleRisk is a clinical decision support tool for physicians evaluating pulmonary nodule malignancy risk. It computes probability estimates and management guidance across five validated models simultaneously. MODELS INCLUDED • Mayo Clinic (ACCP) — logistic regression model for incidentally detected nodules • Brock (BTS/PanCan) — recommended for screening populations; validated in the Pan-Canadian Lung Cancer Screening Study • Herder (BTS) — incorporates FDG-PET/CT uptake when available • BIMC (Bayesian) — Bayesian likelihood ratio model with adjustable prior probability; displays individual likelihood ratio contributions • Fleischner 2017 — guideline-based follow-up recommendations with automatic risk stratification FEATURES • Multi-nodule evaluation (up to 6 nodules per patient) • Volume doubling time calculation from serial CT measurements • Risk-stratified management recommendations for each model • Applicability warnings when inputs are outside model validation ranges • Clinical context adjustments for screening and biopsy-referred populations • Fully offline — no data is transmitted or stored IMPORTANT NoduleRisk is intended for use by qualified clinicians as a decision support aid only. Results must be interpreted in the context of the full clinical picture and do not substitute for institutional guidelines, multidisciplinary team discussion, or clinical judgment.