:facetid:toc:\"db/conf/mlhc/mlhc2017.bht\"OK:facetid:toc:db/conf/mlhc/mlhc2017.bhtSilvio AmirGlen CoppersmithPaula Carvalho 0001Mário J. SilvaByron C. WallaceQuantifying Mental Health from Social Media with Neural User Embeddings.MLHC306-3212017Conference and Workshop Papersopenconf/mlhc/AmirCCSW17http://proceedings.mlr.press/v68/amir17a.htmlhttps://dblp.org/rec/conf/mlhc/AmirCCSW17URL#2991284Yujia BaoZhaobin KuangPeggy L. PeissigDavid PageRebecca WillettHawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data.MLHC177-1902017Conference and Workshop Papersopenconf/mlhc/BaoKPPW17http://proceedings.mlr.press/v68/bao17a.htmlhttps://dblp.org/rec/conf/mlhc/BaoKPPW17URL#2991285Savannah L. BergquistGabriel A. BrooksNancy L. KeatingMary Beth LandrumSherri RoseClassifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data.MLHC25-382017Conference and Workshop Papersopenconf/mlhc/BergquistBKLR17http://proceedings.mlr.press/v68/bergquist17a.htmlhttps://dblp.org/rec/conf/mlhc/BergquistBKLR17URL#2991286Edward ChoiSiddharth BiswalBradley A. MalinJon DukeWalter F. StewartJimeng Sun 0001Generating Multi-label Discrete Patient Records using Generative Adversarial Networks.MLHC286-3052017Conference and Workshop Papersopenconf/mlhc/ChoiBMDSS17http://proceedings.mlr.press/v68/choi17a.htmlhttps://dblp.org/rec/conf/mlhc/ChoiBMDSS17URL#2991287Bryan ConroyMinnan Xu-WilsonAsif RahmanPatient Similarity Using Population Statistics and Multiple Kernel Learning.MLHC191-2032017Conference and Workshop Papersopenconf/mlhc/ConroyXR17http://proceedings.mlr.press/v68/conroy17a.htmlhttps://dblp.org/rec/conf/mlhc/ConroyXR17URL#2991288Amirreza FarnooshSarah OstadabbasMehrdad NouraniSpatially-Continuous Plantar Pressure Reconstruction Using Compressive Sensing.MLHC13-242017Conference and Workshop Papersopenconf/mlhc/FarnooshON17http://proceedings.mlr.press/v68/farnoosh17a.htmlhttps://dblp.org/rec/conf/mlhc/FarnooshON17URL#2991289Samuele FioriniAlessandro VerriAnnalisa BarlaAndrea TacchinoGiampaolo BrichettoTemporal prediction of multiple sclerosis evolution from patient-centered outcomes.MLHC112-1252017Conference and Workshop Papersopenconf/mlhc/FioriniVBTB17http://proceedings.mlr.press/v68/fiorini17a.htmlhttps://dblp.org/rec/conf/mlhc/FioriniVBTB17URL#2991290Madalina FiterauSuvrat BhooshanJason A. FriesCharles BournhonesqueJennifer L. HicksEni HalilajChristopher RéScott L. DelpShortFuse: Biomedical Time Series Representations in the Presence of Structured Information.MLHC59-742017Conference and Workshop Papersopenconf/mlhc/FiterauBFBHHRD17http://proceedings.mlr.press/v68/fiterau17a.htmlhttps://dblp.org/rec/conf/mlhc/FiterauBFBHHRD17URL#2991291Jose Castela ForteMarco A. WieringHjalmar R. BoumaFred GeusAnne H. EpemaPredicting long-term mortality with first week post-operative data after Coronary Artery Bypass Grafting using Machine Learning models.MLHC39-582017Conference and Workshop Papersopenconf/mlhc/ForteWBGE17http://proceedings.mlr.press/v68/forte17a.htmlhttps://dblp.org/rec/conf/mlhc/ForteWBGE17URL#2991292Joseph FutomaSanjay HariharanKatherine A. HellerMark P. SendakNathan BrajerMeredith ClementArmando BedoyaCara O'BrienAn Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection.MLHC243-2542017Conference and Workshop Papersopenconf/mlhc/FutomaHHSBCBO17http://proceedings.mlr.press/v68/futoma17a.htmlhttps://dblp.org/rec/conf/mlhc/FutomaHHSBCBO17URL#2991293Albert HaqueMichelle GuoAlexandre AlahiSerena YeungZelun LuoAlisha RegeJeffrey JoplingN. Lance DowningWilliam BeninatiAmit SinghTerry PlatchekArnold MilsteinLi Fei-Fei 0001Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance.MLHC75-872017Conference and Workshop Papersopenconf/mlhc/HaqueGAYLRJDBSP17http://proceedings.mlr.press/v68/haque17a.htmlhttps://dblp.org/rec/conf/mlhc/HaqueGAYLRJDBSP17URL#2991294Kazi T. IslamChristian R. SheltonJuan I. CasseRandall C. WetzelMarked Point Process for Severity of Illness Assessment.MLHC255-2702017Conference and Workshop Papersopenconf/mlhc/IslamSCW17http://proceedings.mlr.press/v68/islam17a.htmlhttps://dblp.org/rec/conf/mlhc/IslamSCW17URL#2991295Maria JahjaDaniel J. LizotteVisualizing Clinical Significance with Prediction and Tolerance Regions.MLHC217-2302017Conference and Workshop Papersopenconf/mlhc/JahjaL17http://proceedings.mlr.press/v68/jahja17a.htmlhttps://dblp.org/rec/conf/mlhc/JahjaL17URL#2991296Ronnachai JaroensriAmy ZhaoGuha BalakrishnanDerek LoJeremy D. SchmahmannFrédo DurandJohn V. GuttagA Video-Based Method for Automatically Rating Ataxia.MLHC204-2162017Conference and Workshop Papersopenconf/mlhc/JaroensriZBLSDG17http://proceedings.mlr.press/v68/jaroensri17a.htmlhttps://dblp.org/rec/conf/mlhc/JaroensriZBLSDG17URL#2991297Alistair E. W. JohnsonTom J. PollardRoger G. MarkReproducibility in critical care: a mortality prediction case study.MLHC361-3762017Conference and Workshop Papersopenconf/mlhc/JohnsonPM17http://proceedings.mlr.press/v68/johnson17a.htmlhttps://dblp.org/rec/conf/mlhc/JohnsonPM17URL#2991298Hei LawKhurshid GhaniJia Deng 0001Surgeon Technical Skill Assessment using Computer Vision based Analysis.MLHC88-992017Conference and Workshop Papersopenconf/mlhc/LawGD17http://proceedings.mlr.press/v68/law17a.htmlhttps://dblp.org/rec/conf/mlhc/LawGD17URL#2991299Yuan LingSadid A. HasanVivek V. DatlaAshequl QadirKathy LeeJoey LiuOladimeji FarriDiagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study.MLHC271-2852017Conference and Workshop Papersopenconf/mlhc/LingHDQLLF17http://proceedings.mlr.press/v68/ling17a.htmlhttps://dblp.org/rec/conf/mlhc/LingHDQLLF17URL#2991300Elizabeth C. LorenziStephanie L. BrownZhifei SunKatherine A. HellerPredictive Hierarchical Clustering: Learning clusters of CPT codes for improving surgical outcomes.MLHC231-2422017Conference and Workshop Papersopenconf/mlhc/LorenziBSH17http://proceedings.mlr.press/v68/lorenzi17a.htmlhttps://dblp.org/rec/conf/mlhc/LorenziBSH17URL#2991301Nathan H. NgRodney A. GabrielJulian J. McAuleyCharles ElkanZachary C. LiptonPredicting Surgery Duration with Neural Heteroscedastic Regression.MLHC100-1112017Conference and Workshop Papersopenconf/mlhc/NgGMEL17http://proceedings.mlr.press/v68/ng17a.htmlhttps://dblp.org/rec/conf/mlhc/NgGMEL17URL#2991302Arya A. PourzanjaniTie Bo WuRichard M. Jiang 0002Mitchell J. CohenLinda R. PetzoldUnderstanding Coagulopathy using Multi-view Data in the Presence of Sub-Cohorts: A Hierarchical Subspace Approach.MLHC338-3512017Conference and Workshop Papersopenconf/mlhc/PourzanjaniWJCP17http://proceedings.mlr.press/v68/pourzanjani17a.htmlhttps://dblp.org/rec/conf/mlhc/PourzanjaniWJCP17URL#2991303Aniruddh RaghuMatthieu KomorowskiLeo Anthony CeliPeter SzolovitsMarzyeh GhassemiContinuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach.MLHC147-1632017Conference and Workshop Papersopenconf/mlhc/RaghuKCSG17http://proceedings.mlr.press/v68/raghu17a.htmlhttps://dblp.org/rec/conf/mlhc/RaghuKCSG17URL#2991304Matteo RuffiniRicard GavaldàEsther LimonClustering Patients with Tensor Decomposition.MLHC126-1462017Conference and Workshop Papersopenconf/mlhc/RuffiniGL17http://proceedings.mlr.press/v68/ruffini17a.htmlhttps://dblp.org/rec/conf/mlhc/RuffiniGL17URL#2991305Harini SureshNathan HuntAlistair E. W. JohnsonLeo Anthony CeliPeter SzolovitsMarzyeh GhassemiClinical Intervention Prediction and Understanding with Deep Neural Networks.MLHC322-3372017Conference and Workshop Papersopenconf/mlhc/SureshHJCSG17http://proceedings.mlr.press/v68/suresh17a.htmlhttps://dblp.org/rec/conf/mlhc/SureshHJCSG17URL#2991306Zihan WangMichael BrudnoOrion J. BuskeTowards a Directory of Rare Disease Specialists: Identifying Experts from Publication History.MLHC352-3602017Conference and Workshop Papersopenconf/mlhc/WangBB17http://proceedings.mlr.press/v68/wang17a.htmlhttps://dblp.org/rec/conf/mlhc/WangBB17URL#2991307Jeremy C. WeissPiecewise-constant parametric approximations for survival learning.MLHC1-122017Conference and Workshop Papersopenconf/mlhc/Weiss17http://proceedings.mlr.press/v68/weiss17a.htmlhttps://dblp.org/rec/conf/mlhc/Weiss17URL#2991308Yinchong YangPeter A. FaschingVolker TrespModeling Progression Free Survival in Breast Cancer with Tensorized Recurrent Neural Networks and Accelerated Failure Time Models.MLHC164-1762017Conference and Workshop Papersopenconf/mlhc/YangFT17http://proceedings.mlr.press/v68/yang17a.htmlhttps://dblp.org/rec/conf/mlhc/YangFT17URL#2991309Finale Doshi-VelezJim FacklerDavid C. KaleRajesh RanganathByron C. WallaceJenna WiensProceedings of the Machine Learning for Health Care Conference, MLHC 2017, Boston, Massachusetts, USA, 18-19 August 2017MLHCProceedings of Machine Learning Research68PMLR2017Editorshipopenconf/mlhc/2017http://proceedings.mlr.press/v68/https://dblp.org/rec/conf/mlhc/2017URL#3035834