Joseph Futoma - RankMe

22 papers A* 4A 2Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions. ICML Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J. Foti, Joseph Futoma
2025	J	`jnl`	Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions. CoRR Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J. Foti, Joseph Futoma
2025	J	`jnl`	Wrist Photoplethysmography Predicts Dietary Information. CoRR Kyle Verrier, Achille Nazaret, Joseph Futoma, Andrew C. Miller, Guillermo Sapiro
2024	J	`jnl`	Wearable Accelerometer Foundation Models for Health via Knowledge Distillation. CoRR Salar Abbaspourazad, Anshuman Mishra, Joseph Futoma, Andrew C. Miller, Ian Shapiro
2021	J	`jnl`	It's complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US. npj Digit. Medicine Sean Jewell, Joseph Futoma, Lauren Hannah, Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2021	—	`conf`	Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance. MLHC Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox
2021	J	`jnl`	Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance. CoRR Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox
2020	—	`conf`	"The human body is a black box": supporting clinical decision-making with deep learning. FAT* Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2020	J	`jnl`	Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning. CoRR Joseph Futoma, Muhammad A. Masood, Finale Doshi-Velez
2020	A*	`conf`	Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. ICML Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez
2020	J	`jnl`	Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. CoRR Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo Anthony Celi, Emma Brunskill, Finale Doshi-Velez
2020	A*	`conf`	Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs. NeurIPS Jianzhun Du, Joseph Futoma, Finale Doshi-Velez
2020	J	`jnl`	Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs. CoRR Jianzhun Du, Joseph Futoma, Finale Doshi-Velez
2020	J	`jnl`	POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning. CoRR Joseph Futoma, Michael C. Hughes, Finale Doshi-Velez
2020	A	`conf`	POPCORN: Partially Observed Prediction Constrained Reinforcement Learning. AISTATS Joseph Futoma, Michael C. Hughes, Finale Doshi-Velez
2019	J	`jnl`	"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning. CoRR Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2018	—	`—`	Gaussian Process-Based Models for Clinical Time Series in Healthcare. Joseph Futoma
2017	—	`conf`	An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection. MLHC Joseph Futoma, Sanjay Hariharan, Katherine A. Heller, Mark P. Sendak, Nathan Brajer, Meredith Clement, Armando Bedoya, Cara O'Brien
2017	A*	`conf`	Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier. ICML Joseph Futoma, Sanjay Hariharan, Katherine A. Heller
2016	—	`conf`	Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data. MLHC Joseph Futoma, Mark P. Sendak, Blake Cameron, Katherine A. Heller
2016	A	`conf`	Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease. UAI Joseph Futoma, Mark P. Sendak, Blake Cameron, Katherine A. Heller
2015	J	`jnl`	A comparison of models for predicting early hospital readmissions. J. Biomed. Informatics Joseph Futoma, Jonathan Morris, Joseph Lucas