Fetching the paper…
Reading the bibliography…
The electronic health record (EHR) provides an unprecedented opportunity to build actionable tools to support physicians at the point of care.
Nonparametric estimation from incomplete observations
EL Kaplan and P Meier · 1958
Earlier work this paper cites.
Regression models and life tables (with discussion)
DR Cox · 1972
Earlier work this paper cites.
Effect of diet and smoking intervention on the incidence of coronary heart disease
I Hjermann, I Holme, KV Byre, and P Leren · 1981
Earlier work this paper cites.
Evaluating the yield of medical tests
FE Harrell, RM Califf, DB Pryor, KL Lee, and RA Rosati · 1982
Earlier work this paper cites.
Fundamentals of Statistical Exponential Families
L Brown · 1986
Earlier work this paper cites.
Randomised trial of intravenous streptokinase, oral aspirin, both, or neither among 17,187 cases of suspected acute myocardial infarction: ISIS-2
ISIS-2 Collaborative Group · 1988
Earlier work this paper cites.
Projecting individualized probabilities of developing breast cancer for white females who are being examined annually
MH Gail, LA Brinton, DP Byar, DK Corle, SB Green, C Schairer, and JJ Mulvihill · 1989
Earlier work this paper cites.
Nonparametric bayes estimators based on beta processes in models for life history data
NL Hjort · 1990
Earlier work this paper cites.
Regular physical exercise and low-fat diet. effects on progression of coronary artery disease
G Schuler, R Hambrecht, G Schlierf, J Niebauer, K Hauer, J Neumann, E Hoberg, A Drinkmann, F Bacher, and M Grunze · 1992
Earlier work this paper cites.
Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: the scandinavian simvastatin survival study (4s)
Scandinavian Simvastatin Survival Study Group · 1994
Earlier work this paper cites.
Prevention of coronary heart disease with pravastatin in men with hypercholesterolemia
J Shepherd, SM Cobbe, I Ford, CG Isles, AR Lorimer, PW Macfarlane, JH McKillop, and CJ Packard · 1995
Cited alongside, same era.
The effect of pravastatin on coronary events after myocardial infarction in patients with average cholesterol levels
FM Sacks, MA Pfeffer, LA Moye, JL Rouleau, JD Rutherford, TG Cole, LW Brown, JW Warnica, JM Arnold, CC Wun, BR Davis, and E Braunwald · 1996
Cited alongside, same era.
Prediction of coronary heart disease using risk factor categories
PWF Wilson, RB D’Agostino, D Levy, AM Belanger, H Silbershatz, and WB Kannel · 1998
Cited alongside, same era.
Introduction to variational methods for graphical models
M Jordan, Z Ghahramani, T Jaakkola, and L Saul · 1999
Cited alongside, same era.
Effects of ace inhibitors, calcium antagonists, and other blood-pressure-lowering drugs: Results of prospectively designed overviews of randomised trials
Survival models and health sequences
P McCullagh · 2013
Later among the works it cites.
Estimating deaths from cardiovascular disease: A review of global methodologies of mortality measurement
NJ Pagidipati and TA Gaziano · 2013
Later among the works it cites.
Long-term survival of participants in the prostate cancer prevention trial
IM Thompson, PJ Goodman, CM Tangen, HL Parnes, LM Minasian, PA Godley, MS Lucia, and LG Ford · 2013
Later among the works it cites.
Survival analysis adapted for electronic health record data: experiments with chronic kidney disease
Y Hagar, DJ Albers, R Pivovarov, H Chase, V Dukic, and N Elhadad · 2014
Later among the works it cites.
Auto-encoding variational bayes
D Kingma and M Welling · 2014
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
B Neal, S MacMahon, N Chapman, J Cutler, R Fagard, P Whelton, S Yusuf, L Agodoa, C Baigent, H Black, JP Boissel, B Brenner, M Brown, C Bulpitt, et al · 2000
Cited alongside, same era.
Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation
BF Gage, AD Waterman, W Shannon, M Boechler, MW Rich, and MJ Radford · 2001
Cited alongside, same era.
Inflammation, atherosclerosis, and coronary artery disease
GK Hansson · 2005
Cited alongside, same era.
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, and G Clermont · 2013
Cited alongside, same era.
Stochastic variational inference
M Hoffman, DM Blei, C Wang, and J Paisley · 2013
Cited alongside, same era.
Next-generation phenotyping of electronic health records
G Hripcsak and DJ Albers · 2013
Cited alongside, same era.
The survival filter: Joint survival analysis with a latent time series
R Ranganath, A Perotte, N Elhadad, and DM Blei
Cited in the paper.
Deep exponential families
R Ranganath, L Tang, L Charlin, and DM Blei
Cited in the paper.
R Pivovarov, DJ Albers, JL Sepulveda, and N Elhadad · 2014
Later among the works it cites.
Black box variational inference
R Ranganath, S Gerrish, and DM Blei · 2014
Later among the works it cites.
Stochastic backpropagation and approximate inference in deep generative models
DJ Rezende, S Mohamed, and D Wierstra · 2014
Later among the works it cites.
Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis
A Perotte, R Ranganath, JS Hirsch, DM Blei, and N Elhadad · 2015
Later among the works it cites.
Improvement in cardiovascular risk prediction with electronic health records
MM Pike, PA Decker, NB Larson, JL St. Sauver, PY Takahashi, VL Roger, WA Rocca, VM Miller, JE Olson, J Pathak, and SJ Bielinski · 2016
Closest in time.