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Author Details

Frank Rudzicz
University of Toronto
2012
46
13
PMIDPaper TitleJournal TitlePublished Year
36372292Developing a reference standard for pertussis by applying a stratified sampling strategy to electronic medical record data.Ann Epidemiol2023
37711756Exploring the Use of Natural Language Processing for Objective Assessment of Disorganized Speech in Schizophrenia.Psychiatr Res Clin Pract2023
37882681Deep Learning Model for Automated Trainee Assessment During High-Fidelity Simulation.Acad Med2023
38039303Improving estimates of pertussis burden in Ontario, Canada 2010-2017 by combining validation and capture-recapture methodologies.PLoS One2023
37400574Brain imaging signatures of neuropathic facial pain derived by artificial intelligence.Sci Rep2023
37333581Contextualizing the tone of the operating room in practice: drawing on the literature to connect the dots.Front Psychol2023
37432728Data Science as a Core Competency in Undergraduate Medical Education in the Age of Artificial Intelligence in Health Care.JMIR Med Educ2023
35202044Differential expression of a brain aging biomarker across discrete chronic pain disorders.Pain2022
35551279Predicting the target specialty of referral notes to estimate per-specialty wait times with machine learning.PLoS One2022
35854145A Delphi consensus statement for digital surgery.NPJ Digit Med2022
35861853Are smartphones and machine learning enough to diagnose tremor?J Neurol2022
33219707Deep Learning for Voice Gender Identification: Proof-of-concept for Gender-Affirming Voice Care.Laryngoscope2021
33844636Machine Learning-Based Prediction of Growth in Confirmed COVID-19 Infection Cases in 114 Countries Using Metrics of Nonpharmaceutical Interventions and Cultural Dimensions: Model Development and Validation.J Med Internet Res2021
34810001Population-based incidence of invasive pneumococcal disease in children and adults in Ontario and British Columbia, 2002-2018: A Canadian Immunization Research Network (CIRN) study.Vaccine2021
34248521BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data.Front Hum Neurosci2021
33986655Comparing Pre-trained and Feature-Based Models for Prediction of Alzheimer's Disease Based on Speech.Front Aging Neurosci2021
34087549Regional brain morphology predicts pain relief in trigeminal neuralgia.Neuroimage Clin2021
32227178Evaluation of Deep Learning Models for Identifying Surgical Actions and Measuring Performance.JAMA Netw Open2020
33343921Exploring interface design to support caregivers' needs and feelings of trust in online content.J Rehabil Assist Technol Eng2020
33251474Evaluation of Speech-Based Digital Biomarkers: Review and Recommendations.Digit Biomark2020
32916675Thinker invariance: enabling deep neural networks for BCI across more people.J Neural Eng2020
32673230Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study.J Med Internet Res2020
32284656Four equity considerations for the use of artificial intelligence in public health.Bull World Health Organ2020
32388549Using word embeddings to improve the privacy of clinical notes.J Am Med Inform Assoc2020
30733596Machine learning for MEG during speech tasks.Sci Rep2019
34384583A survey of word embeddings for clinical text.J Biomed Inform2019
30048316MySurgeryRisk and Machine Learning: A Promising Start to Real-time Clinical Decision Support.Ann Surg2019
31438207AutoScribe: Extracting Clinically Pertinent Information from Patient-Clinician Dialogues.Stud Health Technol Inform2019
31293245Artificial Intelligence and the Implementation Challenge.J Med Internet Res2019
31288814Automatically determining cause of death from verbal autopsy narratives.BMC Med Inform Decis Mak2019
31509185Explainable Artificial Intelligence for Safe Intraoperative Decision Support.JAMA Surg2019
30917120Talk2Me: Automated linguistic data collection for personal assessment.PLoS One2019
28676955A novel approach for acoustic estimation of neck fluid volume between men and women.Med Biol Eng Comput2018
29903700Feasibility of Using a Smartwatch to Intensively Monitor Patients With Chronic Obstructive Pulmonary Disease: Prospective Cohort Study.JMIR Mhealth Uhealth2018
28873817Cloud-Based Speech Technology for Assistive Technology Applications (CloudCAST).Stud Health Technol Inform2017
28394216The Effect of Photoperiod on the Mood of Reddit Users.Cyberpsychol Behav Soc Netw2017
25781959Manifold Learning for Multivariate Variable-Length Sequences With an Application to Similarity Search.IEEE Trans Neural Netw Learn Syst2016
28268992Snoring sound classification from respiratory signal.Annu Int Conf IEEE Eng Med Biol Soc2016
26484921Linguistic Features Identify Alzheimer's Disease in Narrative Speech.J Alzheimers Dis2016
27681687Random Item Generation Is Affected by Age.J Speech Lang Hear Res2016
26903033Prosody and Semantics Are Separate but Not Separable Channels in the Perception of Emotional Speech: Test for Rating of Emotions in Speech.J Speech Lang Hear Res2016
25581372Treatment intensity and childhood apraxia of speech.Int J Lang Commun Disord2015
25103604Acoustic estimation of neck fluid volume.Ann Biomed Eng2014
24110129Classification of vibratory patterns of the upper airway during sleep.Annu Int Conf IEEE Eng Med Biol Soc2013
24110339Variations in respiratory sounds in relation to fluid accumulation in the upper airways.Annu Int Conf IEEE Eng Med Biol Soc2013
22271873Vocal tract representation in the recognition of cerebral palsied speech.J Speech Lang Hear Res2012
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Collaborators

Moustafa Abdalla
Harvard Medical School
Co-authored papers 2
Jeremy Pinto
Quebec Artificial Intelligence Institute
Co-authored papers 1
Michael M Johns
University of Southern California
Co-authored papers 1
Ara Darzi
Imperial College London
Co-authored papers 1
Yael Bensoussan
University of South Florida Morsani College of Medicine
Co-authored papers 1
Matthew G Crowson
Otolaryngology-Head and Neck Surgery Harvard Medical School
Co-authored papers 1
Rachael A Callcut
University of California davis
Co-authored papers 1
Muhammad Mamdani
Institute of Health Policy, University of Toronto
Co-authored papers 1
Alexander Langerman
Vanderbilt University Medical Center
Co-authored papers 1
Michael D Abr??moff
University of Iowa
Co-authored papers 1
Patrick R Walden
Monmouth University
Co-authored papers 1
Release 1.2