Search Results - "O'Donoghue, Odhran"
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Continuous patient state attention model for addressing irregularity in electronic health records
Published in BMC medical informatics and decision making (03-05-2024)“…Irregular time series (ITS) are common in healthcare as patient data is recorded in an electronic health record (EHR) system as per clinical…”
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Deep reinforcement learning for multi-class imbalanced training: applications in healthcare
Published in Machine learning (01-05-2024)“…With the rapid growth of memory and computing power, datasets are becoming increasingly complex and imbalanced. This is especially severe in the context of…”
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Blockchain vehicles for efficient Medical Record management
Published in NPJ digital medicine (06-01-2020)“…The lack of interoperability in Britain’s medical records systems precludes the realisation of benefits generated by increased spending elsewhere in…”
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Implementing Blockchains for Efficient Health Care: Systematic Review
Published in Journal of medical Internet research (12-02-2019)“…The decentralized nature of sensitive health information can bring about situations where timely information is unavailable, worsening health outcomes…”
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Memoir of a Debulked Woman
Published in The lancet oncology (01-03-2013)Get full text
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Until Further Notice, I Am Alive
Published in The lancet oncology (01-10-2012)Get full text
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Go With the Flow
Published in The lancet oncology (01-08-2012)“…Acknowledging that she was not the best person to explain the complexities of cancer, she instead invited some of the health-care professionals, clerics,…”
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Design Choices and Trade-Offs in Health Care Blockchain Implementations: Systematic Review
Published in Journal of medical Internet research (10-05-2019)“…A blockchain is a list of records that uses cryptography to make stored data immutable; their use has recently been proposed for electronic medical record…”
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Blockchain vehicles for efficient Medical Record management
Published in NPJ digital medicine (06-01-2020)“…The lack of interoperability in Britain's medical records systems precludes the realisation of benefits generated by increased spending elsewhere in…”
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COPER: Continuous Patient State Perceiver
Published in 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (27-09-2022)“…In electronic health records (EHRs), irregular time-series (ITS) occur naturally due to patient health dynamics, reflected by irregular hospital visits,…”
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COPER: Continuous Patient State Perceiver
Published 24-11-2022“…In electronic health records (EHRs), irregular time-series (ITS) occur naturally due to patient health dynamics, reflected by irregular hospital visits,…”
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PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
Published 08-12-2023“…Large Language Models (LLMs) generalize well across language tasks, but suffer from hallucinations and uninterpretability, making it difficult to assess their…”
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BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology
Published 16-10-2023“…The ability to automatically generate accurate protocols for scientific experiments would represent a major step towards the automation of science. Large…”
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Deep Reinforcement Learning for Multi-class Imbalanced Training
Published 24-05-2022“…With the rapid growth of memory and computing power, datasets are becoming increasingly complex and imbalanced. This is especially severe in the context of…”
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Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery
Published 14-11-2021“…Human medical data can be challenging to obtain due to data privacy concerns, difficulties conducting certain types of experiments, or prohibitive associated…”
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