% 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}
}
