Ing. Usman Shafaqat

"Aritificial Intelligence-based Quality Assessment of Thorax CT Images" Literature Survey of the state of the art AI/ML techniques, as well as their application for the given purpose. Review, analysis and preparations of the Thorax CT image dataset Segmentation of Left Lung Oblique (Major) Fissure which is ROI Features Extraction e.g, MTF, NPS, SSIM, Entropy etc Selection and implementation of the AI/ML methods and their application to the given CT dataset. Critical results analysis

" Voice Assisted Instruments handling robot to surgeon during surgery" Design a Deep Learning based Object Detection Model for Medical Surgery assistant robot Control Design for a Conveyor belt system in which a instrument travel to the surgeon end Robot Operating Systems (ROS) Graphical user Interface Design (Matlab)

Inspection of Surgical Instruments Maintenance of Surgical Instruments & Equipments Safety measurements of Electrical based Medical Equipments

Studied & reported (Power, Earthing and Lightning Protection) Scheduled and listed (Cables, Relay Protection, Load List) Reading Single Line Diagrams (SLD)

Studied Differential Protection of Transformers Analysed Grid Protection using Relays Studied Loss Calculation of Transmission Lines

Grade 1,8 Major Deepening: Medical Imaging (Methods of MRI, Computed Tomography Lab + Coursework) Medical Computer Science (Medical Visualisation, Human Computer Interface, Advance Security Issues in Medical Systems) Biomedical Signals (Electromagnetic Compatibility, Digital Information Processing Lab, MRI Pulse Sequence Design)

Grade 1,7 Bachelor's Thesis: "Prototype Design & Simulation of Small Scale Wind Turbine" Grade 1,0 Major Deepening: Control & Communication Systems Power Systems Protection Electrical Machine Design Power Electronics

Grade A Courses: Mathematics Physics Chemistry

Grade A Courses: Mathematics Computer Science