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Found 276 publication records. Showing 276 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Cliff Wong, Sheng Zhang, Yu Gu 0017, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon |
Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 846-862, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Somin Wadhwa, Jay DeYoung, Benjamin E. Nye, Silvio Amir, Byron C. Wallace |
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 754-771, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Makiya Nakashima, Donna Salem, HW Wilson Tang, Christopher Nguyen, Tae-Hyun Hwang, Ding Zhao, Byung-Hak Kim, Deborah Kwon, David Chen |
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 473-488, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Xiaobin Shen 0002, Jonathan Elmer, George H. Chen |
Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 667-690, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Sharon Jiang, Shannon Shen 0001, Monica Agrawal, Barbara Lam, Nicholas Kurtzman, Steven Horng, David R. Karger, David A. Sontag |
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 343-359, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ali Behrouz, Margo I. Seltzer |
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 50-75, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Pranav Singh, Jacopo Cirrone |
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 691-711, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Kwanhyung Lee, Soojeong Lee, Sangchul Hahn, Heejung Hyun, Edward Choi, Byungeun Ahn, Joohyung Lee |
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 423-442, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Pranav Vaid, Serena Yeung, Anita Rau |
Robust Semi-supervised Detection of Hands in Diverse Open Surgery Environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 736-753, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Anil Palepu, Andrew Beam |
TIER: Text-Image Entropy Regularization for Medical CLIP-style models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 548-564, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Jiaai Xu, Rada Mihalcea, Elena Frank, Srijan Sen, Maggie Makar |
Uncovering the Varied Impact of Behavioral Change Messages on Population Groups. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 906-922, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Danliang Ho, Mehul Motani |
Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 265-284, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Jian Zhu, Ilya Valmianski, Anitha Kannan |
Dialogue-Contextualized Re-ranking for Medical History-Taking. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 942-958, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar |
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 381-402, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Mert Ketenci, Shreyas Bhave, Noemie Elhadad, Adler J. Perotte |
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 360-380, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Erkin Ötles, Brian T. Denton, Jenna Wiens |
Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 529-547, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Eric W. Prince, Todd C. Hankinson, Carsten Görg |
EASL: A Framework for Designing, Implementing, and Evaluating ML Solutions in Clinical Healthcare Settings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 612-630, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Yuqing Wang, Yun Zhao 0001, Linda R. Petzold |
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 804-823, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Alex Labach, Aslesha Pokhrel, Xiao Shi Huang, Saba Zuberi, Seung Eun Yi, Maksims Volkovs, Tomi Poutanen, Rahul G. Krishnan |
DuETT: Dual Event Time Transformer for Electronic Health Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 403-422, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ahmed Ammar Naseer, Benjamin Walker 0001, Christopher Landon, Andrew Ambrosy, Marat Fudim, Nicholas Wysham, Botros Toro, Sumanth Swaminathan, Terry J. Lyons |
ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 489-508, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Griffin Adams, Jason Zuckerg, Noémie Elhadad |
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 2-30, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | David Calhas, Rui Henriques |
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 76-93, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Hongjing Xia, Joshua C. Chang, Sarah Nowak, Sonya Mahajan, Rohit Mahajan, Ted L. Chang, Carson C. Chow |
Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 884-905, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Alexis Nolin-Lapalme, Robert Avram, Hussin Julie |
PrivECG: generating private ECG for end-to-end anonymization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 509-528, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Hyewon Jeong, Collin M. Stultz, Marzyeh Ghassemi |
Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 321-342, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Cheng Cheng 0001, Jeremy C. Weiss |
Typed Markers and Context for Clinical Temporal Relation Extraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 94-109, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ömer Sümer, Rebekah L. Waikel, Suzanna E. Ledgister Hanchard, Dat Duong, Peter Krawitz, Cristina Conati, Benjamin D. Solomon, Elisabeth André |
Region-based Saliency Explanations on the Recognition of Facial Genetic Syndromes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 712-736, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Hyungrok Do, Yuxin Chang, Yoon-Sang Cho, Padhraic Smyth, Judy Zhong |
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 128-149, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Rhys Compton, Lily H. Zhang, Aahlad Manas Puli, Rajesh Ranganath |
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 110-127, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Faris F. Gulamali, Ashwin Sawant, Ira Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni |
Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn). ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 230-247, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani |
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 186-207, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Lida Zhang, Bobak J. Mortazavi |
Semi-supervised Meta-learning for Multi-source Heterogeneity in Time-series Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 923-941, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Peiqi Wang, Yingcheng Liu, Ching-Yun Ko, William M. Wells III, Seth J. Berkowitz, Steven Horng, Polina Golland |
Sample-Specific Debiasing for Better Image-Text Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 788-803, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ahmed Elhussein, Gamze Gürsoy |
Privacy-preserving patient clustering for personalized federated learnings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 150-166, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Kaivalya Deshpande, Madalina Fiterau, Shalmali Joshi, Zachary C. Lipton, Rajesh Ranganath, Iñigo Urteaga, Serene Yeung (eds.) |
Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![PMLR The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Yamac Alican Isik, Paidamoyo Chapfuwa, Connor Davis, Ricardo Henao |
Hawkes Process with Flexible Triggering Kernels. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 308-320, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Sanjana Ramprasad, Elisa Ferracane, Sai P. Selvaraj |
Generating more faithful and consistent SOAP notes using attribute-specific parameters. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 631-649, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Zhe Huang, Benjamin S. Wessler, Michael C. Hughes |
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 285-307, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Mercy Prasanna Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu |
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 650-666, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo |
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 863-883, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | David Elias Fresacher, Stefan Röhrl, Christian Klenk, Johanna Erber, Hedwig Irl, Dominik Heim, Manuel Lengl, Simon Schumann, Martin Knopp, Martin Schlegel, Sebastian Rasch, Oliver Hayden, Klaus Diepold |
Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 208-229, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Sophie Wharrie, Zhiyu Yang, Andrea Ganna, Samuel Kaski |
Characterizing personalized effects of family information on disease risk using graph representation learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 824-845, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John V. Guttag, Nikhil Garg 0001, Emma Pierson |
Coarse race data conceals disparities in clinical risk score performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 443-472, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Maximilian Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds |
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 588-611, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Hao He, Yuan Yuan 0002, Ying-Cong Chen, Peng Cao, Dina Katabi |
Contactless Oxygen Monitoring with Radio Waves and Gated Transformer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 248-265, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan |
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 772-787, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Hamed Fayyaz, Abigail Strang, Rahmatollah Beheshti |
Bringing At-home Pediatric Sleep Apnea Testing Closer to Reality: A Multi-modal Transformer Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 167-185, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Jay B. Patel, Syed Rakin Ahmed, Ken Chang, Praveer Singh, Mishka Gidwani, Katharina Hoebel, Albert Kim, Christopher P. Bridge, Chung-Jen Teng, Xiaomei Li, Gongwen Xu, Megan McDonald, Ayal Aizer, Wenya Linda Bi, K. Ina Ly, Bruce Rosen 0001, Priscilla K. Brastianos, Raymond Y. Huang, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer |
A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 565-587, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read, Sonali Parbhoo |
Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA., pp. 31-49, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Amr Farahat, Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch |
Diagnosing Epileptogenesis with Deep Anomaly Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 325-342, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Theresa Blümlein, Joel Persson, Stefan Feuerriegel |
Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 146-171, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Christopher M. Trombley, Mehmet Akif Gulum, Merve Ozen, Enes Esen, Melih Aksamoglu, Mehmed M. Kantardzic |
Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 874-891, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | William Boag, Mercy Oladipo, Peter Szolovits |
EHR Safari: Data is Contextual. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 391-408, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt |
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 425-458, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Khaled Saab 0002, Sarah M. Hooper, Mayee F. Chen, Michael Zhang, Daniel L. Rubin, Christopher Ré |
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 760-784, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yuhao Zhang 0004, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz |
Contrastive Learning of Medical Visual Representations from Paired Images and Text. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 2-25, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yong Huang, Rui Cao, Amir-Mohammad Rahmani |
Reinforcement Learning For Sepsis Treatment: A Continuous Action Space Solution. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 631-647, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski |
Classifying Unstructured Clinical Notes via Automatic Weak Supervision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 673-690, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Fernanda Ribeiro, Valentina Shumovskaia, Thomas Davies 0001, Ira Ktena |
How fair is your graph? Exploring fairness concerns in neuroimaging studies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 459-478, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zepeng Huo, Xiaoning Qian, Shuai Huang 0001, Zhangyang Wang, Bobak J. Mortazavi |
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 101-122, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Ricards Marcinkevics, Ece Ozkan, Julia E. Vogt |
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 504-536, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti |
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 853-873, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Carissa Wu, Sonali Parbhoo, Marton Havasi, Finale Doshi-Velez |
Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 648-672, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Junwen Wang, Xin Du, Katayoun Farrahi, Mahesan Niranjan |
Deep Cascade Learning for Optimal Medical Image Feature Representation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 54-78, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Aniek F. Markus, Peter R. Rijnbeek, Jenna Marie Reps |
Why predicting risk can't identify 'risk factors': empirical assessment of model stability in machine learning across observational health databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 828-852, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Anthony Li, Ming Lun Ong, Chien Wei Oei, Weixiang Lian, Hwee Pin Phua, Lin Htun Htet, Wei Yen Lim |
Unified Auto Clinical Scoring (Uni-ACS) with Interpretable ML models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 26-53, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Ebrahim Pourjafari, Navid Ziaei, Mohammad R. Rezaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi |
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 79-100, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun 0001 |
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 297-324, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Magda Amiridi, Gregory Darnell, Sean Jewell |
Latent Temporal Flows for Multivariate Analysis of Wearables Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 249-269, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Nazanin Moradinasab, Yash Sharma 0002, Laura S. Shankman, Gary K. Owens, Donald E. Brown |
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 565-584, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Intae Moon, Stefan Groha, Alexander Gusev |
SurvLatent ODE : A Neural ODE based time-to-event model with competing risks for longitudinal data improves cancer-associated Venous Thromboembolism (VTE) prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 800-827, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Weiming Ren, Ruijing Zeng, Tongzi Wu, Tianshu Zhu, Rahul G. Krishnan |
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 198-223, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A. Rosenberg, Emerson Liu, Bo Li 0026, Ding Zhao |
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 172-197, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner |
AudiFace: Multimodal Deep Learning for Depression Screening. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 609-630, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Uzma Hasan, Md. Osman Gani |
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 691-714, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Tanveer F. Syeda-Mahmood, Luyao Shi |
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 785-799, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | George-Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg |
Error Amplification When Updating Deployed Machine Learning Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 715-740, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Trenton Chang, Michael W. Sjoding, Jenna Wiens |
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 343-390, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yariv Colbeci, Maya Zohar, Daniel Neimark, Dotan Asselmann, Omri Bar |
A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 409-424, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Asem Alaa, Erik Mayer, Mauricio Barahona |
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 537-564, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zachary C. Lipton, Rajesh Ranganath, Mark P. Sendak, Michael W. Sjoding, Serena Yeung (eds.) |
Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA. ![Search on Bibsonomy](Pics/bibsonomy.png) |
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1 | Chirag Nagpal, Willa Potosnak, Artur Dubrawski |
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 585-608, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Josiah Aklilu, Serena Yeung |
ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 892-911, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre |
An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 270-296, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Shigehiko Schamoni, Michael Hagmann, Stefan Riezler |
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 123-145, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Mark P. Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu |
Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 741-759, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Xintian Han, Mark Goldstein, Rajesh Ranganath |
Survival Mixture Density Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 224-248, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout |
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA., pp. 479-503, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan |
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 354-372, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Iñigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins 0001, Noemie Elhadad |
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 535-566, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Junwoo Park, Youngwoo Cho, Haneol Lee, Jaegul Choo, Edward Choi |
Knowledge Graph-based Question Answering with Electronic Health Records. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 36-53, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski |
Understanding Clinical Collaborations Through Federated Classifier Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 126-145, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Erkin Ötles, Jeeheh Oh, Benjamin Li, Michelle Bochinski, Hyeon Joo, Justin Ortwine, Erica Shenoy, Laraine Washer, Vincent B. Young, Krishna Rao, Jenna Wiens |
Mind the Performance Gap: Examining Dataset Shift During Prospective Validation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 506-534, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun 0001 |
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 260-282, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Yeachan Kim, Bonggun Shin |
An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 337-353, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Daniela de Albuquerque, Jack Goffinet, Rachael Wright, John M. Pearson |
Deep Generative Analysis for Task-Based Functional MRI Experiments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 146-175, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Emma Chen, Andy Kim, Rayan Krishnan, Jin Long, Andrew Y. Ng, Pranav Rajpurkar |
CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 103-125, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp |
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 54-79, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Jiayu Yao, Emma Brunskill, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez |
Power Constrained Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 209-259, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Shreyas Bhave, Adler J. Perotte |
Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLHC ![In: Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event., pp. 770-789, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
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