%0 Book Section %1 Choi2022 %A Choi, Jeff %A Aghaeepour, Nima %A Becker, Martin %B Statistics and Research Methods for Acute Care and General Surgeons %C Cham %D 2022 %E Ceresoli, Marco %E Abu-Zidan, Fikri M. %E Staudenmayer, Kristan L. %E Catena, Fausto %E Coccolini, Federico %I Springer International Publishing %K book chapter learning machine myown surgery %P 147--164 %R 10.1007/978-3-031-13818-8_12 %T Machine Learning Techniques %U https://doi.org/10.1007/978-3-031-13818-8_12 %X Machine learning comprises algorithms that can perform tasks they were not explicitly programmed to perform. Explicitly programmed algorithms perform tasks according to a predefined sequence of instructions. Conversely, machine learning algorithms are programmed to learn to perform tasks using input data. In the era of abundant data, affordable data storage, and computational capabilities, understanding machine learning algorithms is critical to better explore and answer questions that can advance surgical science. %@ 978-3-031-13818-8

@inbook{Choi2022, abstract = {Machine learning comprises algorithms that can perform tasks they were not explicitly programmed to perform. Explicitly programmed algorithms perform tasks according to a predefined sequence of instructions. Conversely, machine learning algorithms are programmed to learn to perform tasks using input data. In the era of abundant data, affordable data storage, and computational capabilities, understanding machine learning algorithms is critical to better explore and answer questions that can advance surgical science.}, added-at = {2023-01-14T21:27:15.000+0100}, address = {Cham}, author = {Choi, Jeff and Aghaeepour, Nima and Becker, Martin}, biburl = {https://www.bibsonomy.org/bibtex/24e59f5ef4b39ea023b0f9e5c2728a625/becker}, booktitle = {Statistics and Research Methods for Acute Care and General Surgeons}, doi = {10.1007/978-3-031-13818-8_12}, editor = {Ceresoli, Marco and Abu-Zidan, Fikri M. and Staudenmayer, Kristan L. and Catena, Fausto and Coccolini, Federico}, interhash = {81bd48c5bf7459266563ac0e85b63b82}, intrahash = {4e59f5ef4b39ea023b0f9e5c2728a625}, isbn = {978-3-031-13818-8}, keywords = {book chapter learning machine myown surgery}, pages = {147--164}, publisher = {Springer International Publishing}, timestamp = {2023-01-14T21:27:15.000+0100}, title = {Machine Learning Techniques}, url = {https://doi.org/10.1007/978-3-031-13818-8_12}, year = 2022 }