Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
Martin WagnerBeat Peter Müller-StichAnna KisilenkoDuc TranPatrick HegerLars MündermannDavid M. LubotskyBenjamin MüllerTornike DavitashviliManuela CapekAnnika ReinkeTong YuArmine VardazaryanChinedu Innocent NwoyeNicolas PadoyXinyang LiuEung-Joo LeeConstantin DischHans MeineTong XiaFucang JiaSatoshi KondoWolfgang ReiterYueming JinYonghao LongMeirui JiangQi DouPheng-Ann HengIsabell TwickKadir KirtaçEnes HosgorJon Lindström BolmgrenMichael StenzelBjörn von SiemensHannes Götz KenngottFelix NickelMoritz von FrankenbergFranziska Mathis-UllrichLena Maier-HeinStefanie SpeidelSebastian BodenstedtPublished in: CoRR (2021)
Keyphrases
- machine learning algorithms
- decision trees
- benchmark data sets
- machine learning
- learning algorithm
- comparative analysis
- machine learning approaches
- predictive accuracy
- machine learning methods
- real world
- learning tasks
- web services
- data structure
- training data
- neural network
- machine learning models
- machine learning systems