:facetid:toc:\"db/conf/mlhc/mlhc2016.bht\"OK:facetid:toc:db/conf/mlhc/mlhc2016.bhtBilal AhmedThomas ThesenKaren E. BlackmonRuben KuznieckyOrrin DevinskyJennifer G. DyCarla E. BrodleyMulti-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy.MLHC115-1332016Conference and Workshop Papersopenconf/mlhc/AhmedTBKDDB16http://proceedings.mlr.press/v56/Ahmed16.htmlhttps://dblp.org/rec/conf/mlhc/AhmedTBKDDB16URL#3315751Edward ChoiMohammad Taha BahadoriAndy SchuetzWalter F. StewartJimeng Sun 0001Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.MLHC301-3182016Conference and Workshop Papersopenconf/mlhc/ChoiBSSS16http://proceedings.mlr.press/v56/Choi16.htmlhttps://dblp.org/rec/conf/mlhc/ChoiBSSS16URL#3315752Joseph FutomaMark P. SendakBlake CameronKatherine A. HellerPredicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data.MLHC42-542016Conference and Workshop Papersopenconf/mlhc/FutomaSCH16http://proceedings.mlr.press/v56/Futoma16.htmlhttps://dblp.org/rec/conf/mlhc/FutomaSCH16URL#3315753Konstantinos GeorgatzisChristopher K. I. WilliamsChristopher HawthorneInput-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring.MLHC1-162016Conference and Workshop Papersopenconf/mlhc/GeorgatzisWH16http://proceedings.mlr.press/v56/Georgatzis16.htmlhttps://dblp.org/rec/conf/mlhc/GeorgatzisWH16URL#3315754Marzyeh GhassemiZeeshan SyedDaryush D. MehtaJarrad H. Van StanRobert E. HillmanJohn V. GuttagUncovering Voice Misuse Using Symbolic Mismatch.MLHC239-2522016Conference and Workshop Papersopenconf/mlhc/GhassemiSMSHG16http://proceedings.mlr.press/v56/Ghassemi16.htmlhttps://dblp.org/rec/conf/mlhc/GhassemiSMSHG16URL#3315755Yoni HalpernSteven HorngDavid A. SontagClinical Tagging with Joint Probabilistic Models.MLHC209-2252016Conference and Workshop Papersopenconf/mlhc/HalpernHS16http://proceedings.mlr.press/v56/Halpern16.htmlhttps://dblp.org/rec/conf/mlhc/HalpernHS16URL#3315756Shalmali JoshiSuriya GunasekarDavid A. SontagJoydeep GhoshIdentifiable Phenotyping using Constrained Non-Negative Matrix Factorization.MLHC17-412016Conference and Workshop Papersopenconf/mlhc/JoshiGSG16http://proceedings.mlr.press/v56/Joshi16.htmlhttps://dblp.org/rec/conf/mlhc/JoshiGSG16URL#3315757Zachary C. LiptonDavid C. KaleRandall C. WetzelDirectly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series.MLHC253-2702016Conference and Workshop Papersopenconf/mlhc/LiptonKW16http://proceedings.mlr.press/v56/Lipton16.htmlhttps://dblp.org/rec/conf/mlhc/LiptonKW16URL#3315758Yun Liu 0013Collin M. StultzJohn V. GuttagKun-Ta ChuangFu-Wen LiangHuey-Jen SuTransferring Knowledge from Text to Predict Disease Onset.MLHC150-1632016Conference and Workshop Papersopenconf/mlhc/LiuSGCCLS16http://proceedings.mlr.press/v56/Liu16.htmlhttps://dblp.org/rec/conf/mlhc/LiuSGCCLS16URL#3315759John A. QuinnRose NakasiPius K. B. MugaggaPatrick ByanyimaWilliam LubegaAlfred AndamaDeep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics.MLHC271-2812016Conference and Workshop Papersopenconf/mlhc/QuinnNMBLA16http://proceedings.mlr.press/v56/Quinn16.htmlhttps://dblp.org/rec/conf/mlhc/QuinnNMBLA16URL#3315760Rajesh RanganathAdler J. PerotteNoémie ElhadadDavid M. BleiDeep Survival Analysis.MLHC101-1142016Conference and Workshop Papersopenconf/mlhc/RanganathPEB16http://proceedings.mlr.press/v56/Ranganath16.htmlhttps://dblp.org/rec/conf/mlhc/RanganathPEB16URL#3315761Narges RazavianJake MarcusDavid A. SontagMulti-task Prediction of Disease Onsets from Longitudinal Laboratory Tests.MLHC73-1002016Conference and Workshop Papersopenconf/mlhc/RazavianMS16http://proceedings.mlr.press/v56/Razavian16.htmlhttps://dblp.org/rec/conf/mlhc/RazavianMS16URL#3315762Rhiannon V. RoseDaniel J. LizottegLOP: the global and Local Penalty for Capturing Predictive Heterogeneity.MLHC134-1492016Conference and Workshop Papersopenconf/mlhc/RoseL16http://proceedings.mlr.press/v56/Rose16.htmlhttps://dblp.org/rec/conf/mlhc/RoseL16URL#3315763Peter J. SchüfflerJudy SarungbamHassan MuhammadEd ReznikSatish K. TickooThomas J. FuchsMitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations.MLHC191-2082016Conference and Workshop Papersopenconf/mlhc/SchufflerSMRTF16http://proceedings.mlr.press/v56/Schuffler16.htmlhttps://dblp.org/rec/conf/mlhc/SchufflerSMRTF16URL#3315764Pierre ThodoroffJoelle PineauAndrew Lim 0002Learning Robust Features using Deep Learning for Automatic Seizure Detection.MLHC178-1902016Conference and Workshop Papersopenconf/mlhc/ThodoroffPL16http://proceedings.mlr.press/v56/Thodoroff16.htmlhttps://dblp.org/rec/conf/mlhc/ThodoroffPL16URL#3315765Truyen Tran 0001Wei Luo 0001Dinh Q. PhungJonathan MorrisKristen RickardSvetha VenkateshPreterm Birth Prediction: Stable Selection of Interpretable Rules from High Dimensional Data.MLHC164-1772016Conference and Workshop Papersopenconf/mlhc/TranLPMRV16http://proceedings.mlr.press/v56/Tran16.htmlhttps://dblp.org/rec/conf/mlhc/TranLPMRV16URL#3315766Ilia VovshaAnsaf Salleb-AouissiAnita RajaThomas KochAlex RybchukAxinia RadevaAshwath RajanYiwen HuangHatim DiabAshish TomarRonald J. WapnerUsing Kernel Methods and Model Selection for Prediction of Preterm Birth.MLHC55-722016Conference and Workshop Papersopenconf/mlhc/VovshaSRKRRRHDT16http://proceedings.mlr.press/v56/Vovsha16.htmlhttps://dblp.org/rec/conf/mlhc/VovshaSRKRRRHDT16URL#3315767Yanbo XuYanxun XuSuchi SariaA Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series.MLHC282-3002016Conference and Workshop Papersopenconf/mlhc/XuXS16http://proceedings.mlr.press/v56/Xu16.htmlhttps://dblp.org/rec/conf/mlhc/XuXS16URL#3315768Cheng Zhang 0005Hedvig KjellströmCarl Henrik EkBo C. BertilsonDiagnostic Prediction Using Discomfort Drawings with IBTM.MLHC226-2382016Conference and Workshop Papersopenconf/mlhc/ZhangKEB16http://proceedings.mlr.press/v56/Zhang16.htmlhttps://dblp.org/rec/conf/mlhc/ZhangKEB16URL#3315769Finale Doshi-VelezJim FacklerDavid C. KaleByron C. WallaceJenna WiensProceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016MLHCJMLR Workshop and Conference Proceedings56JMLR.org2016Editorshipopenconf/mlhc/2016http://proceedings.mlr.press/v56/https://dblp.org/rec/conf/mlhc/2016URL#3362175