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Journal 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
Towards quality improvement of vaccine concept mappings in the OMOP vocabulary with a semi-automated method. 104162 - Alan David Kaplan
Unsupervised probabilistic models for sequential Electronic Health Records. 104163 - Xin Min
Dual-level diagnostic feature learning with recurrent neural networks for treatment sequence recommendation. 104165 - Tianran Zhang
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. 104168 - Guy Shitrit
Visualization of frequent temporal patterns in single or two populations. 104169 - Diogo F. Soares
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
Weakly Semi-supervised phenotyping using Electronic Health records. 104175 - Xuan Wang
SurvMaximin: Robust federated approach to transporting survival risk prediction models. 104176 - Wathsala Widanagamaachchi, Kelly S. Peterson, Alec B. Chapman
A flexible framework for visualizing and exploring patient misdiagnosis over time. 104178 - Ria Kanjilal
Rich learning representations for human activity recognition: How to empower deep feature learning for biological time series. 104180 - Matthew Field
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
Improvement of intervention information detection for automated clinical literature screening during systematic review. 104185 - Muhammad Sadiq Hassan Zada
A unified graph model based on molecular data binning for disease subtyping. 104187 - Yuri Ahuja
MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record. 104190 - Chang Sun
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
Modelling patient trajectories using multimodal information. 104195 - Yan Li
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
FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model. 104201
- Jorge Munoz-Gama
Innovative informatics methods for process mining in health care. 104203
- Linying Zhang
Adjusting for indirectly measured confounding using large-scale propensity score. 104204 - Handong Ma, Zhecheng Dong
A gradient boosting tree model for multi-department venous thromboembolism risk assessment with imbalanced data. 104210 - Won Kim, Lana Yeganova, Donald C. Comeau
Towards a unified search: Improving PubMed retrieval with full text. 104211
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