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ORCIDJournal of Biomedical Informatics, Volume 134
Volume 134, October 2022
- Dianbo Liu, Kathe P. Fox, Griffin M. Weber, Timothy A. Miller:
Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence. 104151 - Rashmie Abeysinghe
, Adam Black, Denys Kaduk, Yupeng Li, Christian Reich, Alexander Davydov, Lixia Yao, Licong Cui:
Towards quality improvement of vaccine concept mappings in the OMOP vocabulary with a semi-automated method. 104162 - Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray:
Unsupervised probabilistic models for sequential Electronic Health Records. 104163 - Xin Min, Wei Li, Jinzhao Yang, Weidong Xie, Dazhe Zhao:
Dual-level diagnostic feature learning with recurrent neural networks for treatment sequence recommendation. 104165 - Tianran Zhang, Muhao Chen, Alex A. T. Bui:
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. 104168 - Guy Shitrit, Noam Tractinsky, Robert Moskovitch:
Visualization of frequent temporal patterns in single or two populations. 104169 - Diogo F. Soares, Rui Henriques, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira:
Learning prognostic models using a mixture of biclustering and triclustering: Predicting the need for non-invasive ventilation in Amyotrophic Lateral Sclerosis. 104172 - Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K. Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong:
Weakly Semi-supervised phenotyping using Electronic Health records. 104175 - Xuan Wang, Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat, Clara-Lea Bonzel, Yuan Luo, Rui Duan, Nathan P. Palmer, Meghan R. Hutch, Alba Gutiérrez-Sacristán, Riccardo Bellazzi, Luca Chiovato, Kelly Cho, Arianna Dagliati, Hossein Estiri, Noelia García-Barrio, Romain Griffier, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Mark S. Keller, Jeffrey G. Klann, Sehi L'Yi, Sara Lozano-Zahonero, Sarah E. Maidlow, Adeline Makoudjou, Alberto Malovini, Bertrand Moal, Jason H. Moore, Michele Morris, Danielle L. Mowery, Shawn N. Murphy, Antoine Neuraz, Kee Yuan Ngiam, Gilbert S. Omenn, Lav P. Patel, Miguel Pedrera-Jiménez, Andrea Prunotto, Malarkodi J. Samayamuthu, Fernando J. Sanz Vidorreta, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Andrew M. South, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Patric Tippmann, Shyam Visweswaran, Zongqi Xia, William Yuan, Daniela Zöller, Isaac S. Kohane, Paul Avillach, Zijian Guo, Tianxi Cai:
SurvMaximin: Robust federated approach to transporting survival risk prediction models. 104176 - Wathsala Widanagamaachchi, Kelly S. Peterson, Alec B. Chapman, David C. Classen, Makoto Jones:
A flexible framework for visualizing and exploring patient misdiagnosis over time. 104178 - Ria Kanjilal, Ismail Uysal:
Rich learning representations for human activity recognition: How to empower deep feature learning for biological time series. 104180 - Matthew Field, David I. Thwaites, Martin Carolan, Geoff P. Delaney, Joerg Lehmann, Jonathan Sykes, Shalini Vinod, Lois Holloway:
Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer. 104181 - Yong Li, Shaopei Long, Zhenguo Yang, Heng Weng, Kun Zeng, Zhenhua Huang, Fu Lee Wang, Tianyong Hao:
A Bi-level representation learning model for medical visual question answering. 104183 - Tadashi Tsubota, Danushka Bollegala, Yang Zhao, Yingzi Jin, Tomotake Kozu:
Improvement of intervention information detection for automated clinical literature screening during systematic review. 104185 - Muhammad Sadiq Hassan Zada, Bo Yuan, Wajahat Ali Khan, Ashiq Anjum, Stephan Reiff-Marganiec, Rabia Saleem:
A unified graph model based on molecular data binning for disease subtyping. 104187 - Yuri Ahuja, Yuesong Zou, Aman Verma, David L. Buckeridge, Yue Li:
MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record. 104190 - Chang Sun, Johan van Soest, Annemarie Koster, Simone J. P. M. Eussen, Miranda T. Schram, Coen D. A. Stehouwer, Pieter C. Dagnelie, Michel Dumontier:
Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning infrastructure. 104194 - João Figueira Silva, Sérgio Matos:
Modelling patient trajectories using multimodal information. 104195 - Yan Li, Abdulaziz Albarrak:
An informatics-driven intelligent system to improve healthcare accessibility for vulnerable populations. 104196 - Komlan Atitey:
DEGBOE: Discrete time Evolution modeling of Gene mutation through Bayesian inference using qualitative Observation of mutation Events. 104197 - Pavel Novitski, Cheli Melzer Cohen, Avraham Karasik, Gabriel Hodik, Robert Moskovitch:
Temporal patterns selection for All-Cause Mortality prediction in T2D with ANNs. 104198 - Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis:
Health information exchange through a Device-to-Device protocol supporting lossless encoding and decoding. 104199 - Emiko Yamada Shinohara, Daisaku Shibata, Yoshimasa Kawazoe:
Development of comprehensive annotation criteria for patients' states from clinical texts. 104200 - Guohui Xiao, Emily R. Pfaff, Eric Prud'hommeaux, David Booth, Deepak K. Sharma, Nan Huo, Yue Yu, Nansu Zong, Kathryn J. Ruddy, Christopher G. Chute, Guoqian Jiang:
FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model. 104201
- Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda:
Innovative informatics methods for process mining in health care. 104203
- Linying Zhang, Yixin Wang, Martijn J. Schuemie, David M. Blei, George Hripcsak:
Adjusting for indirectly measured confounding using large-scale propensity score. 104204 - Handong Ma, Zhecheng Dong, Mingcheng Chen, Wenbo Sheng, Yao Li, Weinan Zhang, Shaodian Zhang, Yong Yu:
A gradient boosting tree model for multi-department venous thromboembolism risk assessment with imbalanced data. 104210 - Won Kim, Lana Yeganova, Donald C. Comeau, W. John Wilbur, Zhiyong Lu:
Towards a unified search: Improving PubMed retrieval with full text. 104211
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