Výsledky vyhledávání - "Jordan Hovdebo"

Akademický článek

Integrating Explainable Machine Learning in Clinical Decision Support Systems: Study Involving a Modified Design Thinking Approach

Autor: Michael Shulha, Jordan Hovdebo, Vinita D’Souza, Francis Thibault, Rola Harmouche

Publikováno v: JMIR Formative Research, Vol 8, p e50475 (2024)

BackgroundThough there has been considerable effort to implement machine learning (ML) methods for health care, clinical implementation has lagged. Incorporating explainable machine learning (XML) methods through the development of a decision support

Externí odkaz: https://doaj.org/article/58d67dce951a4beb8c8581a4d90a5b34

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Explainable machine learning for decision support in healthcare: A scoping review (Preprint)

Autor: Michael Shulha, Samira Rahimi, Amrita Sandhu, Gauri Sharma, Vinita D'Souza, Rola Harmouche, Jordan Hovdebo

BACKGROUND The uptake of machine learning based decisions support has faced challenges in real world clinical scenarios. A key reason has been that clinicians lack trust in black box machine learning models. One approach to this challenge is through

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7da93667998d05fb355ef36db7e39794
https://doi.org/10.2196/preprints.39196

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A Virtual Assistant for Cybersickness Care

Autor: F. Thibault, Rola Harmouche, Jordan Hovdebo, Aidan Lochbihler, Gino De Luca, Catherine Proulx

Publikováno v: CBMS

We present an avatar and task-oriented dialog agent for monitoring user discomfort during a virtual reality (VR) cognitive exercise and providing personalized information and advice on its relief. The goal of this approach is to provide instantaneous

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ee7bb9b5daeb2e2e2be50d8e8c2abb60
https://doi.org/10.1109/cbms49503.2020.00079

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The Development of a Virtual Simulator for Training Neurosurgeons to Perform and Perfect Endoscopic Endonasal Transsphenoidal Surgery

Autor: Julian E. Bailes, Denis Laroche, Gino De Luca, Patricia Debergue, F. Thibault, Gail Rosseau, Nusrat Choudhury, Anne Cabral, Valérie Pazos, André Neubauer, Jordan Hovdebo, Rolando F. Del Maestro, Di Jiang, Robert DiRaddo, Olivier Comas

Publikováno v: Neurosurgery. 73:S85-S93

BACKGROUND:A virtual reality (VR) neurosurgical simulator with haptic feedback may provide the best model for training and perfecting surgical techniques for transsphenoidal approaches to the sella turcica and cranial base. Currently there are 2 comm

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2f34a011e05c2aed820bdcab707bee11
https://doi.org/10.1093/neurosurgery/73.suppl_1.s85

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Endoscopic third ventriculostomy on a microneurosurgery simulator

Autor: Anne Cabral, Sébastien Delorme, Di Jiang, Vincent Mora, Jordan Hovdebo

Endoscopic third ventriculostomy is a procedure used to treat hydrocephalus by making a perforation in the floor of the third ventricle of the brain under endoscopic guidance. We report on our initial experience in developing an endoscopic third vent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::421dae720074429c0c0e596d63e0fc65
https://nrc-publications.canada.ca/eng/view/object/?id=68d4ff2e-633c-4594-a369-b1ccdb4411ce

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