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Results
Found 112 publication records. Showing 112 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Helen Zhou, Yuwen Chen, Zachary C. Lipton |
Evaluating Model Performance in Medical Datasets Over Time.  |
CHIL  |
2023 |
DBLP BibTeX RDF |
|
| 1 | Mike A. Merrill, Tim Althoff |
Self-Supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | |
Preface. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Yi Yang 0094, Hejie Cui, Carl Yang 0001 |
PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | William G. La Cava, Elle Lett, Guangya Wan |
Fair admission risk prediction with proportional multicalibration. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Harry Rubin-Falcone, Joyce M. Lee, Jenna Wiens |
Denoising Autoencoders for Learning from Noisy Patient-Reported Data. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Mike A. Merrill, Esteban Safranchik, Arinbjörn Kolbeinsson, Piyusha Gade, Ernesto Ramirez, Ludwig Schmidt, Luca Foshchini, Tim Althoff |
Homekit2020: A Benchmark for Time Series Classification on a Large Mobile Sensing Dataset with Laboratory Tested Ground Truth of Influenza Infections. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Zhi Chen 0009, Sarah Tan, Urszula Chajewska, Cynthia Rudin, Rich Caruana |
Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help? |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Li Xu, Bo Liu, Ameer Hamza Khan, Lu Fan, Xiao-Ming Wu 0003 |
Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Katie Matton, Robert Lewis, John V. Guttag, Rosalind W. Picard |
Contrastive Learning of Electrodermal Activity Representations for Stress Detection. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Donna Tjandra, Jenna Wiens |
Leveraging an Alignment Set in Tackling Instance-Dependent Label Noise. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil |
Semantic match: Debugging feature attribution methods in XAI for healthcare. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis |
Federated Multilingual Models for Medical Transcript Analysis. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | George H. Chen |
A General Framework for Visualizing Embedding Spaces of Neural Survival Analysis Models Based on Angular Information. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett |
Neural Fine-Gray: Monotonic neural networks for competing risks. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Jessica Zheng, Hanrui Wang 0002, Anand Chandrasekhar, Aaron D. Aguirre, Song Han 0003, Hae-Seung Lee, Charles G. Sodini |
Machine Learning for Arterial Blood Pressure Prediction. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Min Jae Lee, Kyunghoon Hur, Jiyoun Kim, Jinsung Yoon, Edward Choi |
Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Mingyue Tang, Jiechao Gao, Guimin Dong, Carl Yang 0001, Bradford Campbell, Brendan Bowman, Jamie Marie Zoellner, Emaad Abdel-Rahman, Mehdi Boukhechba |
øurs: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using _Sensor _Relation _Dual _Autoencoder. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Hardy Hardy, Derek Ruths, Nicholas B. King |
Who Controlled the Evidence? Question Answering for Disclosure Information Extraction. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Yuexin Wu, I-Chan Huang, Xiaolei Huang 0002 |
Token Imbalance Adaptation for Radiology Report Generation. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Bobak J. Mortazavi, Tasmie Sarker, Andrew Beam, Joyce C. Ho (eds.) |
Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Kailas Vodrahalli, Gregory D. Lyng, Brian L. Hill, Kimmo Kärkkäinen, Jeffrey Hertzberg, James Zou, Eran Halperin |
Understanding and Predicting the Effect of Environmental Factors on People with Type 2 Diabetes. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Iman Deznabi, Madalina Fiterau |
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Toshiya Yoshida, Trinity Shuxian Fan, Tyler H. McCormick, Zhenke Wu, Zehang Richard Li |
Bayesian Active Questionnaire Design for Cause-of-Death Assignment Using Verbal Autopsies. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Yingce Xia, Tao Qin 0001, Howard Lee |
Revisiting Machine-Learning based Drug Repurposing: Drug Indications Are Not a Right Prediction Target. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Arvind Pillai, Subigya Nepal, Andrew Campbell 0001 |
Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Shuo Shuo Liu, Lin Lin |
Adaptive Weighted Multi-View Clustering. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Christina X. Ji, Ahmed M. Alaa, David A. Sontag |
Large-Scale Study of Temporal Shift in Health Insurance Claims. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sarwan Ali, Babatunde Bello, Prakash Chourasia, Ria Thazhe Punathil, Pin-Yu Chen, Imdadullah Khan, Murray Patterson |
Counterfactually Guided Policy Transfer in Clinical Settings. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer |
Do We Still Need Clinical Language Models? |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Siyi Tang, Jared A. Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Tina Baykaner, Christopher Lee-Messer, Daniel L. Rubin |
Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Hyeonji Hwang, Seongjun Yang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi |
Towards the Practical Utility of Federated Learning in the Medical Domain. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner |
Explaining a machine learning decision to physicians via counterfactuals. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Kevin Wu, Dominik Dahlem, Christopher Hane, Eran Halperin, James Zou 0001 |
Collecting data when missingness is unknown: a method for improving model performance given under-reporting in patient populations. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Qixuan Jin, Jacobien H. F. Oosterhoff, Yepeng Huang, Marzyeh Ghassemi, Gabriel A Brat |
Clinical Relevance Score for Guided Trauma Injury Pattern Discovery with Weakly Supervised β-VAE. |
CHIL |
2023 |
DBLP BibTeX RDF |
|
| 1 | Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Younghak Kim, Edward Choi |
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Kwanhyung Lee, Hyewon Jeong, Seyun Kim, Donghwa Yang, Hoon-Chul Kang, Edward Choi |
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li 0026, XuanLong Nguyen, Shirley You Ren |
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Haoran Zhang 0003, Natalie Dullerud, Karsten Roth, Lauren Oakden-Rayner, Stephen Pfohl, Marzyeh Ghassemi |
Improving the Fairness of Chest X-ray Classifiers. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Gerardo Flores, George H. Chen, Tom J. Pollard, Ayah Zirikly, Michael C. Hughes, Tasmie Sarker, Joyce C. Ho, Tristan Naumann |
Conference on Health, Inference, and Learning (CHIL) 2022. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller |
Disability prediction in multiple sclerosis using performance outcome measures and demographic data. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Aniruddh Raghu, Divya Shanmugam, Eugene Pomerantsev, John V. Guttag, Collin M. Stultz |
Data Augmentation for Electrocardiograms. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sana Tonekaboni, Gabriela Morgenshtern, Azadeh Assadi, Aslesha Pokhrel, Xi Huang, Anand Jayarajan, Robert Greer, Gennady Pekhimenko, Melissa D. McCradden, Mjaye Mazwi, Anna Goldenberg |
How to validate Machine Learning Models Prior to Deployment: Silent trial protocol for evaluation of real-time models at ICU. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill |
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Tal El-Hay, Chen Yanover |
Estimating Model Performance on External Samples from Their Limited Statistical Characteristics. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Florian Pfisterer, Chris Harbron, Gunther Jansen, Tao Xu |
Evaluating Domain Generalization for Survival Analysis in Clinical Studies. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Xiaolei Huang 0002, Franck Dernoncourt, Mark Dredze |
Enriching Unsupervised User Embedding via Medical Concepts. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Addison Weatherhead, Robert Greer, Michael-Alice Moga, Mjaye Mazwi, Danny Eytan, Anna Goldenberg, Sana Tonekaboni |
Learning Unsupervised Representations for ICU Timeseries. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Taylor W. Killian, Marzyeh Ghassemi, Shalmali Joshi |
Counterfactually Guided Policy Transfer in Clinical Settings. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi |
Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Newton Mwai Kinyanjui, Fredrik D. Johansson |
ADCB: An Alzheimer's disease simulator for benchmarking observational estimators of causal effects. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi |
Graph-Text Multi-Modal Pre-training for Medical Representation Learning. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett |
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi |
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann (eds.) |
Conference on Health, Inference, and Learning, CHIL 2022, 7-8 April 2022, Virtual Event. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Shadi Rahimian, Raouf Kerkouche, Ina Kurth, Mario Fritz |
Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Mehdi Fatemi, Mary Wu, Jeremy Petch, Walter Nelson, Stuart J. Connolly, Alexander Benz, Anthony Carnicelli, Marzyeh Ghassemi |
Semi-Markov Offline Reinforcement Learning for Healthcare. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Juyong Kim 0002, Jeremy C. Weiss, Pradeep Ravikumar |
Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zhixuan Chu, Stephen L. Rathbun, Sheng Li 0001 |
Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu |
MedMCQA: A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering. |
CHIL |
2022 |
DBLP BibTeX RDF |
|
| 1 | Xin Liu 0034, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff |
MetaPhys: few-shot adaptation for non-contact physiological measurement. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthew Saponaro, Ajith Vemuri, Greg Dominick, Keith Decker |
Contextualization and individualization for just-in-time adaptive interventions to reduce sedentary behavior. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ori Linial, Neta Ravid, Danny Eytan, Uri Shalit |
Generative ODE modeling with known unknowns. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Basil Maag, Stefan Feuerriegel, Mathias Kraus, Maytal Saar-Tsechansky, Thomas Züger |
Modeling longitudinal dynamics of comorbidities. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamed F. Ghalwash, Zijun Yao 0001, Prithwish Chakraborty, James V. Codella, Daby Sow |
Phenotypical ontology driven framework for multi-task learning. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Paidamoyo Chapfuwa, Serge Assaad, Shuxi Zeng, Michael J. Pencina, Lawrence Carin, Ricardo Henao |
Enabling counterfactual survival analysis with balanced representations. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthew B. A. McDermott, Bret Nestor, Evan Kim, Wancong Zhang, Anna Goldenberg, Peter Szolovits, Marzyeh Ghassemi |
A comprehensive EHR timeseries pre-training benchmark. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Raouf Kerkouche, Gergely Ács, Claude Castelluccia, Pierre Genevès |
Privacy-preserving and bandwidth-efficient federated learning: an application to in-hospital mortality prediction. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Saahil Jain, Akshay Smit, Steven Q. H. Truong, Chanh D. T. Nguyen, Minh-Thanh Huynh, Mudit Jain, Victoria A. Young, Andrew Y. Ng, Matthew P. Lungren, Pranav Rajpurkar |
VisualCheXbert: addressing the discrepancy between radiology report labels and image labels. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Saeed Khorram, Tyler Lawson, Fuxin Li |
iGOS++: integrated gradient optimized saliency by bilateral perturbations. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Emma Rocheteau, Pietro Liò, Stephanie L. Hyland |
Temporal pointwise convolutional networks for length of stay prediction in the intensive care unit. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Guimin Dong, Lihua Cai, Debajyoti Datta, Shashwat Kumar, Laura E. Barnes, Mehdi Boukhechba |
Influenza-like symptom recognition using mobile sensing and graph neural networks. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Danliang Ho, Iain Bee Huat Tan, Mehul Motani |
Predictive models for colorectal cancer recurrence using multi-modal healthcare data. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Shreshth Saini, Young Seok Jeon, Mengling Feng |
B-SegNet: branched-SegMentor network for skin lesion segmentation. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Bonggun Shin, Sungsoo Park, JinYeong Bak, Joyce C. Ho |
Controlled molecule generator for optimizing multiple chemical properties. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Aniruddh Raghu, John V. Guttag, Katherine Young, Eugene Pomerantsev, Adrian V. Dalca, Collin M. Stultz |
Learning to predict with supporting evidence: applications to clinical risk prediction. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | David Dov, Serge Assaad, Shijing Si, Rui Wang 0088, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen 0004, Ricardo Henao, Lawrence Carin |
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Konstantin D. Pandl, Fabian Feiland, Scott Thiebes, Ali Sunyaev |
Trustworthy machine learning for health care: scalable data valuation with the shapley value. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan |
RNA alternative splicing prediction with discrete compositional energy network. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean Feng |
Learning to safely approve updates to machine learning algorithms. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Diana Mincu, Eric Loreaux, Shaobo Hou, Sebastien Baur, Ivan Protsyuk, Martin Seneviratne, Anne Mottram, Nenad Tomasev, Alan Karthikesalingam, Jessica Schrouff |
Concept-based model explanations for electronic health records. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Ke, William Ellsworth, Oishi Banerjee, Andrew Y. Ng, Pranav Rajpurkar |
CheXtransfer: performance and parameter efficiency of ImageNet models for chest X-Ray interpretation. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Marzyeh Ghassemi, Tristan Naumann, Emma Pierson (eds.) |
ACM CHIL '21: ACM Conference on Health, Inference, and Learning, Virtual Event, USA, April 8-9, 2021 |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Haoran Zhang 0003, Natalie Dullerud, Laleh Seyyed-Kalantari, Quaid Morris, Shalmali Joshi, Marzyeh Ghassemi |
An empirical framework for domain generalization in clinical settings. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Weicheng Zhu, Narges Razavian |
Variationally regularized graph-based representation learning for electronic health records. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo |
Self-supervised transfer learning of physiological representations from free-living wearable data. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Manduchi, Matthias Hüser, Martin Faltys, Julia E. Vogt, Gunnar Rätsch, Vincent Fortuin |
T-DPSOM: an interpretable clustering method for unsupervised learning of patient health states. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Pranav Rajpurkar, Anirudh Joshi, Anuj Pareek, Andrew Y. Ng, Matthew P. Lungren |
CheXternal: generalization of deep learning models for chest X-ray interpretation to photos of chest X-rays and external clinical settings. |
CHIL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph D. Janizek, Gabriel G. Erion, Alex J. DeGrave, Su-In Lee |
An adversarial approach for the robust classification of pneumonia from chest radiographs. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Shirly Wang, Matthew B. A. McDermott, Geeticka Chauhan, Marzyeh Ghassemi, Michael C. Hughes, Tristan Naumann |
MIMIC-Extract: a data extraction, preprocessing, and representation pipeline for MIMIC-III. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alistair E. W. Johnson, Lucas Bulgarelli, Tom J. Pollard |
Deidentification of free-text medical records using pre-trained bidirectional transformers. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Min Hun Lee, Daniel P. Siewiorek, Asim Smailagic, Alexandre Bernardino, Sergi Bermúdez i Badia |
Interactive hybrid approach to combine machine and human intelligence for personalized rehabilitation assessment. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt |
Explaining an increase in predicted risk for clinical alerts. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Eric Wonhee Lee, Byron C. Wallace, Karla I. Galaviz, Joyce C. Ho |
MMiDaS-AE: multi-modal missing data aware stacked autoencoder for biomedical abstract screening. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yubin Park, Joyce C. Ho |
CaliForest: calibrated random forest for health data. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao |
Survival cluster analysis. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Neal G. Ravindra, Arijit Sehanobish, Jenna L. Pappalardo, David A. Hafler, David van Dijk |
Disease state prediction from single-cell data using graph attention networks. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marzyeh Ghassemi (eds.) |
ACM CHIL '20: ACM Conference on Health, Inference, and Learning, Toronto, Ontario, Canada, April 2-4, 2020 [delayed]. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Zhang 0058, Zhaobin Kuang, Peggy L. Peissig, David Page |
Adverse drug reaction discovery from electronic health records with deep neural networks. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara |
Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning. |
CHIL |
2020 |
DBLP DOI BibTeX RDF |
|
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