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Surgical Assistance

AI can provide guidance to surgeons during the operation. It can recognize components of critical view with the progression of surgery, highlight areas where it’s safe to dissect (CVS: critical view of safety), or issue warnings/notifications that are relevant to the specific step . It can also highlight areas where surgical  actions were performed well. 

Machine Learning can automate the indexing and bookmarking of operative steps (smart screenshots based on event detection), this can automate the creation of surgical reports.

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Data Sets

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Synthetic Financial Datasets For Fraud Detection

Synthetic datasets generated by the PaySim mobile money simulator

Credit Card Fraud Detection

The dataset contains transactions made by credit cards in September 2013 by European cardholders.
This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions

IEEE-CIS Fraud Detection

The data comes from Vesta’s real-world e-commerce transactions and contains a wide range of features from device type to product features (with “isFraud” as an attribute, for fraudlent transactions)


Off-the-Shelf Products using AI for Supporting Surgical Operations

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