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Profile

Ali Bahrami Rad

  • Department of Biomedical Informatics
    Assistant Professor
  • ali.bahrami.rad@emory.edu

Research

Publications

  • Predicting seizure episodes and high-risk events in autism through adverse behavioral patterns.
    Physiol Meas Volume: 46
    04/28/2025 Authors: Kiarashi Y; Lantz J; Reyna MA; Anderson C; Rad AB; Foster J; Villavicencio T; Hamlin T; Clifford GD
  • From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement.
    Physiol Meas Volume: 13
    01/29/2025 Authors: Rad AB; Villavicencio T; Kiarashi Y; Anderson C; Foster J; Kwon H; Hamlin T; Lantz J; Clifford GD
  • Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder.
    IEEE J Biomed Health Inform Volume: 28 Page(s): 6886 - 6896
    11/01/2024 Authors: Kiarashi Y; B PS; Rad A; Reyna M; Anderson C; Foster J; Lantz J; Villavicencio T; Hamlin T; Clifford G
  • A Crowdsourced AI Framework for Atrial Fibrillation Detection in Apple Watch and Kardia Mobile ECGs.
    Sensors (Basel) Volume: 24
    09/02/2024 Authors: Bahrami Rad A; Kirsch M; Li Q; Xue J; Sameni R; Albert D; Clifford GD
  • Evaluating and mitigating unfairness in multimodal remote mental health assessments.
    PLOS Digit Health Volume: 3 Page(s): e0000413
    07/01/2024 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Rad AB; Kwon H; Cotes RO; Clifford GD
  • Off-body Sleep Analysis for Predicting Adverse Behavior in Individuals with Autism Spectrum Disorder.
    medRxiv
    06/11/2024 Authors: Kiarashi Y; Suresha PB; Rad AB; Reyna MA; Anderson C; Foster J; Lantz J; Villavicencio T; Hamlin T; Clifford GD
  • Impedance cardiogram based exploration of cardiac mechanisms in post-traumatic stress disorder during trauma recall.
    Psychophysiology Volume: 61 Page(s): e14488
    04/01/2024 Authors: Sheikh S-AA; Shah AJ; Bremner JD; Vaccarino V; Inan OT; Clifford GD; Rad AB
  • Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns.
    IEEE J Biomed Health Inform Volume: 28 Page(s): 1680 - 1691
    03/01/2024 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Rad AB; Kwon H; Cotes RO; Clifford GD
  • From sleep patterns to heart rhythm: Predicting atrial fibrillation from overnight polysomnograms.
    J Electrocardiol Volume: 86 Page(s): 153759
    01/01/2024 Authors: Koscova Z; Rad AB; Nasiri S; Reyna MA; Sameni R; Trotti LM; Sun H; Turley N; Stone KL; Thomas RJ
  • Using HIPAA (Health Insurance Portability and Accountability Act)-Compliant Transcription Services for Virtual Psychiatric Interviews: Pilot Comparison Study.
    JMIR Ment Health Volume: 10 Page(s): e48517
    10/31/2023 Authors: Seyedi S; Griner E; Corbin L; Jiang Z; Roberts K; Iacobelli L; Milloy A; Boazak M; Bahrami Rad A; Abbasi A
  • Multimodal mental health assessment with remote interviews using facial, vocal, linguistic, and cardiovascular patterns.
    medRxiv
    09/12/2023 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Bahrami Rad A; Kwon H; Cotes RO; Clifford GD
  • Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022.
    PLOS Digit Health Volume: 2 Page(s): e0000324
    09/01/2023 Authors: Reyna MA; Kiarashi Y; Elola A; Oliveira J; Renna F; Gu A; Perez Alday EA; Sadr N; Sharma A; Kpodonu J
  • Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram.
    IEEE J Biomed Health Inform Volume: 27 Page(s): 3856 - 3866
    08/01/2023 Authors: Elola A; Aramendi E; Oliveira J; Renna F; Coimbra MT; Reyna MA; Sameni R; Clifford GD; Rad AB
  • Association between PTSD and Impedance Cardiogram-based contractility metrics during trauma recall: A controlled twin study.
    Psychophysiology Volume: 60 Page(s): e14197
    03/01/2023 Authors: Sheikh S-AA; Perez Alday EA; Rad AB; Levantsevych O; Alkhalaf M; Soudan M; Abdulbaki R; Haffar A; Smith NL; Goldberg J
  • Data-driven approach for automatic detection of aortic valve opening: B point detection from impedance cardiogram.
    Psychophysiology Volume: 59 Page(s): e14128
    12/01/2022 Authors: Sheikh S-AA; Gurel NZ; Gupta S; Chukwu IV; Levantsevych O; Alkhalaf M; Soudan M; Abdulbaki R; Haffar A; Vaccarino V
  • Issues in the automated classification of multilead ecgs using heterogeneous labels and populations.
    Physiol Meas Volume: 43
    08/26/2022 Authors: Reyna MA; Sadr N; Perez Alday EA; Gu A; Shah AJ; Robichaux C; Bahrami Rad A; Elola A; Seyedi S; Ansari S
  • Multimodal Assessment of Schizophrenia and Depression Utilizing Video, Acoustic, Locomotor, Electroencephalographic, and Heart Rate Technology: Protocol for an Observational Study.
    JMIR Res Protoc Volume: 11 Page(s): e36417
    07/13/2022 Authors: Cotes RO; Boazak M; Griner E; Jiang Z; Kim B; Bremer W; Seyedi S; Bahrami Rad A; Clifford GD
  • The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
    IEEE J Biomed Health Inform Volume: 26 Page(s): 2524 - 2535
    06/01/2022 Authors: Oliveira J; Renna F; Costa PD; Nogueira M; Oliveira C; Ferreira C; Jorge A; Mattos S; Hatem T; Tavares T
  • Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment.
    IEEE J Sel Top Signal Process Volume: 16 Page(s): 289 - 299
    02/01/2022 Authors: Hegde C; Rad AB; Sameni R; Clifford GD
  • Age, sex and race bias in automated arrhythmia detectors.
    J Electrocardiol Volume: 74 Page(s): 5 - 9
    01/01/2022 Authors: Perez Alday EA; Rad AB; Reyna MA; Sadr N; Gu A; Li Q; Dumitru M; Xue J; Albert D; Sameni R
  • Utilizing computer vision for facial behavior analysis in schizophrenia studies: A systematic review.
    PLoS One Volume: 17 Page(s): e0266828
    01/01/2022 Authors: Jiang Z; Luskus M; Seyedi S; Griner EL; Rad AB; Clifford GD; Boazak M; Cotes RO
  • Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort.
    IEEE J Biomed Health Inform Volume: 25 Page(s): 2866 - 2876
    08/01/2021 Authors: Cakmak AS; Alday EAP; Da Poian G; Rad AB; Metzler TJ; Neylan TC; House SL; Beaudoin FL; An X; Stevens JS
  • Atrial fibrillation detection in outpatient electrocardiogram monitoring: An algorithmic crowdsourcing approach.
    PLoS One Volume: 16 Page(s): e0259916
    01/01/2021 Authors: Bahrami Rad A; Galloway C; Treiman D; Xue J; Li Q; Sameni R; Albert D; Clifford GD
  • Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020.
    Physiol Meas Volume: 41 Page(s): 124003
    01/01/2021 Authors: Perez Alday EA; Gu A; J Shah A; Robichaux C; Ian Wong A-K; Liu C; Liu F; Bahrami Rad A; Elola A; Seyedi S
  • An open-source automated algorithm for removal of noisy beats for accurate impedance cardiogram analysis.
    Physiol Meas Volume: 41 Page(s): 075002
    08/11/2020 Authors: Ali Sheikh S-A; Shah A; Levantsevych O; Soudan M; Alkhalaf J; Bahrami Rad A; Inan OT; Clifford GD
  • EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation.
    Volume: 2019 Page(s): 4060 - 4063
    07/01/2019 Authors: Guragain B; Rad AB; Wang C; Verma AK; Archer L; Wilson N; Tavakolian K
  • An automatic system for the comprehensive retrospective analysis of cardiac rhythms in resuscitation episodes.
    Resuscitation Volume: 122 Page(s): 6 - 12
    01/01/2018 Authors: Rad AB; Eftestl T; Irusta U; Kvaly JT; Wik L; Kramer-Johansen J; Katsaggelos AK; Engan K
  • ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis.
    IEEE Trans Biomed Eng Volume: 64 Page(s): 2411 - 2418
    10/01/2017 Authors: Rad AB; Eftestol T; Engan K; Irusta U; Kvaloy JT; Kramer-Johansen J; Wik L; Katsaggelos AK
  • Automatic cardiac rhythm interpretation during resuscitation.
    Resuscitation Volume: 102 Page(s): 44 - 50
    05/01/2016 Authors: Rad AB; Engan K; Katsaggelos AK; Kvaly JT; Wik L; Kramer-Johansen J; Irusta U; Eftestl T
  • Analysis of High-Dimensional Phase Space via Poincar Section for Patient-Specific Seizure Detection.
    IEEE Trans Neural Syst Rehabil Eng Volume: 24 Page(s): 386 - 398
    03/01/2016 Authors: Zabihi M; Kiranyaz S; Rad AB; Katsaggelos AK; Gabbouj M; Ince T
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