{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T10:10:28Z","timestamp":1730283028817,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T00:00:00Z","timestamp":1598918400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T00:00:00Z","timestamp":1598918400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T00:00:00Z","timestamp":1598918400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,9]]},"DOI":"10.1109\/mlsp49062.2020.9231833","type":"proceedings-article","created":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T17:53:19Z","timestamp":1603302799000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Towards an Explainable Mortality Prediction Model"],"prefix":"10.1109","author":[{"given":"Jacob R.","family":"Epifano","sequence":"first","affiliation":[]},{"given":"Ravi P.","family":"Ramachandran","sequence":"additional","affiliation":[]},{"given":"Sharad","family":"Patel","sequence":"additional","affiliation":[]},{"given":"Ghulam","family":"Rasool","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Striving for simplicity The all convolutional net","year":"2014","author":"springenberg","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0130140"},{"key":"ref12","first-page":"3145","article-title":"Learning important features through propagating activation differences","volume":"70","author":"shrikumar","year":"0","journal-title":"Proceedings of the 34th International Conference on Machine Learning"},{"key":"ref13","first-page":"5109","article-title":"Ax-iomatic attribution for deep networks","volume":"7","author":"sundararajan","year":"0","journal-title":"International Conference on Machine Learning ICML 2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1980.10486199"},{"key":"ref15","first-page":"1885","article-title":"Understanding black-box predictions via influence functions","volume":"70","author":"koh","year":"0","journal-title":"Proceedings of the 34th International Conference on Machine Learning"},{"key":"ref16","first-page":"27","article-title":"Towards poisoning of deep learning algorithms with back-gradient optimization","author":"mu\u00f1oz-gonz\u00e1lez","year":"0","journal-title":"10th ACM Workshop on Artificial Intelligence and Security ACM"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1097\/01.CCM.0000215112.84523.F0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-005-2763-5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0196197"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000003803"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1542\/peds.103.4.e46"},{"key":"ref3","article-title":"Performance of a clinical decision support tool to identify picu patients at high risk for clinical deterioration","author":"dewan","year":"2019","journal-title":"Pediatric Critical Care Medicine"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2018.00018"},{"journal-title":"Deep Inside Convolutional Networks Visualising Image Classification Models and Saliency Maps","year":"2013","author":"simonyan","key":"ref8"},{"key":"ref7","article-title":"Anchors: High-precision model-agnostic explanations","author":"ribeiro","year":"0","journal-title":"AAAI 2018-The Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIECS.2015.7193211"},{"journal-title":"SmoothGrad Removing noise by adding noise","year":"2017","author":"smilkov","key":"ref9"},{"journal-title":"What clinicians want contextualizing explainable machine learning for clinical end use","year":"2019","author":"tonekaboni","key":"ref1"},{"key":"ref20","first-page":"4148","article-title":"Second-order stochastic optimization for machine learning in linear time","volume":"18","author":"agarwal","year":"2017","journal-title":"The Journal of Machine Learning Research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.178"},{"key":"ref21","first-page":"971","article-title":"Self-normalizing neural networks","author":"klambauer","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref23","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref26","first-page":"4765","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref25","article-title":"Experiment tracking with weights and biases","author":"biewald","year":"2020","journal-title":"Software available from wandb com"}],"event":{"name":"2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)","start":{"date-parts":[[2020,9,21]]},"location":"Espoo, Finland","end":{"date-parts":[[2020,9,24]]}},"container-title":["2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9217888\/9231523\/09231833.pdf?arnumber=9231833","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:56:24Z","timestamp":1656453384000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9231833\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/mlsp49062.2020.9231833","relation":{},"subject":[],"published":{"date-parts":[[2020,9]]}}}