% bibliography.bib — levineuwirth.org % BibLaTeX format. Add entries here; reference with [@key] in essay Markdown. @book{tufte1983, author = {Tufte, Edward R.}, title = {The Visual Display of Quantitative Information}, publisher = {Graphics Press}, address = {Cheshire, CT}, year = {1983} } @book{butterick2019, author = {Butterick, Matthew}, title = {Practical Typography}, publisher = {Matthew Butterick}, year = {2019}, url = {https://practicaltypography.com} } @misc{pandoc, author = {MacFarlane, John}, title = {Pandoc: A Universal Document Converter}, year = {2006}, url = {https://pandoc.org} } @book{knuth1984, author = {Knuth, Donald E.}, title = {The \TeX{}book}, publisher = {Addison-Wesley}, address = {Reading, MA}, year = {1984} } @article{lamport1994, author = {Lamport, Leslie}, title = {{\LaTeX}: A Document Preparation System}, journal = {Communications of the ACM}, volume = {37}, number = {7}, year = {1994}, pages = {47--52} } % --------------------------------------------------------------------------- % Philosophy / Literature % --------------------------------------------------------------------------- @article{Frank, ISSN = {00373052, 1934421X}, URL = {http://www.jstor.org/stable/27540632}, author = {Frank, Joseph}, journal = {The Sewanee Review}, number = {1}, pages = {1--33}, publisher = {Johns Hopkins University Press}, title = {Nihilism and ``Notes from Underground''}, volume = {69}, year = {1961} } @article{Reynolds, URL = {https://repository.lsu.edu/cgi/viewcontent.cgi?article=2235&context=honors_etd}, author = {Reynolds, Andrew S.}, number = {1}, publisher = {LSU Scholarly Repository}, year = {1996} } @article{Somer, URL = {https://journals.lww.com/jonmd/FullText/2017/07000/The_Comorbidity_of_Daydreaming_Disorder.4.aspx}, author = {Somer, Eli}, journal = {The Journal of Nervous and Mental Disease}, number = {7}, pages = {525--530}, year = {2017} } @book{Heidegger_Letter, title = {Basic Writings}, author = {Heidegger, Martin}, isbn = {9780061627019}, pages = {219}, series = {Harper Perennial Modern Thought}, year = {2008}, publisher = {HarperCollins} } @book{Heidegger_Building, title = {Basic Writings}, author = {Heidegger, Martin}, isbn = {9780061627019}, pages = {361}, series = {Harper Perennial Modern Thought}, year = {2008}, publisher = {HarperCollins} } @book{Notes, title = {Notes from Underground}, author = {Dostoevsky, Fyodor and Pevear, Richard and Volokhonsky, Larissa}, isbn = {9780679734529}, series = {Vintage Classics}, year = {1994}, publisher = {Knopf Doubleday Publishing Group} } @book{Nietzsche_Gene, title = {On the Genealogy of Morals}, author = {Nietzsche, Friedrich and Holub, Robert C. and Scarpitti, Michael A.}, isbn = {9780141195384}, year = {2013}, publisher = {Penguin Books Limited} } @book{Nietzsche_Tragedy, title = {The Birth of Tragedy: Out of the Spirit of Music}, author = {Nietzsche, Friedrich and Tanner, Michael and Whiteside, Shaun}, isbn = {9780141935072}, series = {Penguin Classics}, year = {2003}, publisher = {Penguin Books Limited} } @book{Shestov, title = {All Things are Possible and Penultimate Words and Other Essays}, author = {Shestov, Lev}, isbn = {9780821402375}, year = {1977}, publisher = {Ohio University Press} } @book{Ellul, title = {The Technological Society}, author = {Ellul, Jacques}, isbn = {9780394703909}, series = {A Vintage Book}, year = {1964}, publisher = {Knopf Doubleday Publishing Group} } @book{Kacz, title = {Industrial Society and Its Future}, author = {Kaczynski, Theodore J.}, isbn = {9781365394294}, year = {1995}, publisher = {The Washington Post} } @book{Sartre, title = {Being and Nothingness: An Essay in Phenomenological Ontology}, author = {Sartre, Jean-Paul and Barnes, Hazel E.}, isbn = {9780806522760}, year = {2001}, publisher = {Citadel Press} } @book{Camus_Myth, title = {The Myth of Sisyphus and Other Essays}, author = {Camus, Albert}, isbn = {9780307827821}, series = {Vintage International}, year = {2012}, publisher = {Knopf Doubleday Publishing Group} } @book{Cooper, title = {The Totalizing Act: Key to Husserl's Early Philosophy}, author = {Cooper-Wiele, Jonathan K.}, isbn = {9789400922594}, series = {Phaenomenologica}, year = {2012}, publisher = {Springer Netherlands} } @book{Husserl_Crisis, title = {The Crisis of European Sciences and Transcendental Phenomenology}, author = {Husserl, Edmund and Carr, David}, isbn = {9780810104587}, series = {Northwestern University Studies in Phenomenology \& Existential Philosophy}, year = {1970}, publisher = {Northwestern University Press} } @book{Husserl_Meditations, title = {Cartesian Meditations: An Introduction to Phenomenology}, author = {Husserl, Edmund and Cairns, Dorothea}, isbn = {9789400999978}, year = {2012}, publisher = {Springer Netherlands} } @book{Arendt, title = {The Human Condition}, author = {Arendt, Hannah}, isbn = {9780226586748}, year = {2022}, publisher = {University of Chicago Press} } % ── ICD Embeddings Preprint ───────────────────────────────────────────────── @misc{cms_hrrp, author = {{Centers for Medicare \& Medicaid Services}}, title = {Hospital Readmissions Reduction Program ({HRRP})}, url = {https://www.cms.gov/medicare/payment/prospective-payment-systems/acute-inpatient-pps/hospital-readmissions-reduction-program-hrrp} } @article{charlson1987, author = {Charlson, M. E. and Pompei, P. and Ales, K. L. and MacKenzie, C. R.}, title = {A new method of classifying prognostic comorbidity in longitudinal studies: development and validation}, journal = {Journal of Chronic Diseases}, year = {1987}, volume = {40}, number = {5}, pages = {373--383} } @article{elixhauser1998, author = {Elixhauser, A. and Steiner, C. and Harris, D. R. and Coffey, R. M.}, title = {Comorbidity measures for use with administrative data}, journal = {Medical Care}, year = {1998}, volume = {36}, number = {1}, pages = {8--27} } @article{deschepper2020, author = {Deschepper, Mathieu and Eeckloo, Kristof and Vogelaers, Dominique and Waegeman, Willem}, title = {Using structured pathology data to predict hospital-wide mortality at admission}, journal = {PLoS One}, year = {2020}, volume = {15}, number = {6}, pages = {e0235117} } @article{lelay2022, author = {Le Lay, Jonathan and Martin, Sylvain and Mosnier, Arnaud and others}, title = {Prediction of hospital readmission of multimorbid patients using machine learning models}, journal = {PLoS One}, year = {2022}, volume = {17}, number = {12}, pages = {e0279433} } @article{qiao2022, author = {Qiao, Edmund M. and Deng, Jie and Kluger, Harvey M. and Yu, James B. and Gross, Cary P.}, title = {Evaluating High-Dimensional Machine Learning Models to Predict Hospital Mortality Among Older Patients With Cancer}, journal = {JCO Clinical Cancer Informatics}, year = {2022}, volume = {6}, pages = {e2100186} } @article{davis2022, author = {Davis, Steve and Borah, Michael F. and Hansen, Justin and Malin, Bradley and Robinson, Jonathan and Turchin, Alexander}, title = {Effective hospital readmission prediction models using machine-learned features}, journal = {BMC Health Services Research}, year = {2022}, volume = {22}, number = {1}, pages = {1415} } @article{harerimana2021, author = {Harerimana, Gaspard and Kim, Jong Wook and Jang, Beakcheol}, title = {A deep attention model to forecast the Length Of Stay and the in-hospital mortality right on admission from {ICD} codes and demographic data}, journal = {Journal of Biomedical Informatics}, year = {2021}, volume = {118}, pages = {103778} } @article{matsui2022, author = {Matsui, Hiroki and Yasunaga, Hideo and Fushimi, Kiyohide and Homma, Yuichi}, title = {Development of Deep Learning Models for Predicting In-Hospital Mortality Using an Administrative Claims Database: Retrospective Cohort Study}, journal = {JMIR Medical Informatics}, year = {2022}, volume = {10}, number = {2}, pages = {e27936} } @article{nguyen2017, author = {Nguyen, Phuoc and Tran, Truyen and Wickramasinghe, Nilmini and Venkatesh, Svetha}, title = {{Deepr}: A Convolutional Net for Medical Records}, journal = {IEEE Journal of Biomedical and Health Informatics}, year = {2017}, volume = {21}, number = {1}, pages = {22--30} } @misc{ahrq_elixhauser, author = {{Agency for Healthcare Research and Quality}}, title = {Elixhauser Comorbidity Software Refined for {ICD-10-CM}}, url = {https://www.hcup-us.ahrq.gov/toolssoftware/comorbidityicd10/comorbidity_icd10.jsp} } @article{fernando2019, author = {Fernando, Dulith T. and Berecki-Gisolf, Janneke and Newstead, Stuart and Ansari, Zul}, title = {Effect of comorbidity on injury outcomes: a review of existing indices}, journal = {Annals of Epidemiology}, year = {2019}, volume = {36}, pages = {5--14} } @article{quan2005, author = {Quan, Hude and Sundararajan, Vijaya and Halfon, Patricia and others}, title = {Coding algorithms for defining comorbidities in {ICD-9-CM} and {ICD-10} administrative data}, journal = {Medical Care}, year = {2005}, volume = {43}, number = {11}, pages = {1130--1139} } @article{deyo1992, author = {Deyo, Richard A. and Cherkin, Daniel C. and Ciol, Marcia A.}, title = {Adapting a clinical comorbidity index for use with {ICD-9-CM} administrative databases}, journal = {Journal of Clinical Epidemiology}, year = {1992}, volume = {45}, number = {6}, pages = {613--619} } @article{quan2011, author = {Quan, Hude and Li, Bing and Couris, Chantal M. and others}, title = {Updating and validating the {Charlson} comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries}, journal = {American Journal of Epidemiology}, year = {2011}, volume = {173}, number = {6}, pages = {676--682} } @misc{stagg2006, author = {Stagg, Vince}, title = {{CHARLSON}: {Stata} module to calculate {Charlson} index of comorbidity}, year = {2006}, publisher = {Boston College Department of Economics} } @inproceedings{zaheer2017, author = {Zaheer, Manzil and Kottur, Satwik and Ravanbakhsh, Siamak and Poczos, Barnabas and Salakhutdinov, Ruslan and Smola, Alexander}, title = {Deep Sets}, booktitle = {Advances in Neural Information Processing Systems}, year = {2017}, volume = {30} } @inproceedings{abadi2016, author = {Abadi, Mart{\'i}n and Barham, Paul and Chen, Jianmin and others}, title = {{TensorFlow}: A System for Large-Scale Machine Learning}, booktitle = {Proceedings of the 12th {USENIX} Symposium on Operating Systems Design and Implementation}, year = {2016}, pages = {265--283} } @article{youden1950, author = {Youden, W. J.}, title = {Index for rating diagnostic tests}, journal = {Cancer}, year = {1950}, volume = {3}, number = {1}, pages = {32--35} } @article{delong1988, author = {DeLong, Elizabeth R. and DeLong, David M. and Clarke-Pearson, Daniel L.}, title = {Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach}, journal = {Biometrics}, year = {1988}, volume = {44}, number = {3}, pages = {837--845} } @inproceedings{sundararajan2017, author = {Sundararajan, Mukund and Taly, Ankur and Yan, Qiqi}, title = {Axiomatic Attribution for Deep Networks}, booktitle = {Proceedings of the 34th International Conference on Machine Learning}, year = {2017}, pages = {3319--3328} } @article{joynt2013, author = {Joynt, Karen E. and Jha, Ashish K.}, title = {Characteristics of hospitals receiving penalties under the {Hospital Readmissions Reduction Program}}, journal = {JAMA}, year = {2013}, volume = {309}, number = {4}, pages = {342--343} } @article{desai2016, author = {Desai, Nihar R. and Ross, Joseph S. and Kwon, Jin Yul and others}, title = {Association Between Hospital Penalty Status Under the {Hospital Readmission Reduction Program} and Readmission Rates for Target and Nontarget Conditions}, journal = {JAMA}, year = {2016}, volume = {316}, number = {24}, pages = {2647--2656} } @article{zuckerman2017, author = {Zuckerman, Rachael B. and Sheingold, Steven H. and Orav, E. John and Ruhter, Jordan and Epstein, Arnold M.}, title = {Effect of a Hospital-wide Measure on the Readmissions Reduction Program}, journal = {New England Journal of Medicine}, year = {2017}, volume = {377}, number = {16}, pages = {1551--1558} } @article{obermeyer2019, author = {Obermeyer, Ziad and Powers, Brian and Vogeli, Christine and Mullainathan, Sendhil}, title = {Dissecting racial bias in an algorithm used to manage the health of populations}, journal = {Science}, year = {2019}, volume = {366}, number = {6464}, pages = {447--453} } @article{kind2014, author = {Kind, Amy J. H. and Jencks, Stephen and Brock, Jim and others}, title = {Neighborhood socioeconomic disadvantage and 30-day rehospitalization: a retrospective cohort study}, journal = {Annals of Internal Medicine}, year = {2014}, volume = {161}, number = {11}, pages = {765--774} } @article{joynt2011, author = {Joynt, Karen E. and Orav, E. John and Jha, Ashish K.}, title = {Thirty-day readmission rates for {Medicare} beneficiaries by race and site of care}, journal = {JAMA}, year = {2011}, volume = {305}, number = {7}, pages = {675--681} } @article{hansen2011, author = {Hansen, Luke O. and Young, Robert S. and Hinami, Keiki and Leung, Albert and Williams, Mark V.}, title = {Interventions to reduce 30-day rehospitalization: a systematic review}, journal = {Annals of Internal Medicine}, year = {2011}, volume = {155}, number = {8}, pages = {520--528} } @article{coleman2006, author = {Coleman, Eric A. and Parry, Carla and Chalmers, Sandra and Min, Sung-joon}, title = {The care transitions intervention: results of a randomized controlled trial}, journal = {Archives of Internal Medicine}, year = {2006}, volume = {166}, number = {17}, pages = {1822--1828} } @article{rudin2019, author = {Rudin, Cynthia}, title = {Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead}, journal = {Nature Machine Intelligence}, year = {2019}, volume = {1}, number = {5}, pages = {206--215} }