Publications

• The combination of physiology and machine learning for prediction of CPAP pressure and residual AHI in OSA.
  J Clin Sleep Med Volume: 21 Page(s): 775 - 782
  05/01/2025 Authors: Lo J-E; Schmickl CN; Vaida F; Nemati S; Singh K; Sands SA; Owens RL; Malhotra A; Orr JE
• The Effect of Severe Sepsis and Septic Shock Management Bundle (SEP-1) Compliance and Implementation on Mortality Among Patients With Sepsis : A Systematic Review.
  Ann Intern Med Volume: 178 Page(s): 543 - 557
  04/01/2025 Authors: Ford JS; Morrison JC; Kyaw M; Hewlett M; Tahir P; Jain S; Nemati S; Malhotra A; Wardi G
• A Prospective Comparison of Large Language Models for Early Prediction of Sepsis.
  Pac Symp Biocomput Volume: 30 Page(s): 109 - 120
  01/01/2025 Authors: Shashikumar SP; Nemati S
• Deep learning enhanced transmembranous electromyography in the diagnosis of sleep apnea.
  BMC Neurosci Volume: 25 Page(s): 80
  12/31/2024 Authors: Mandeville R; Sedghamiz H; Mansfield P; Sheean G; Studer C; Cordice D; Ghanbari G; Malhotra A; Nemati S; Koola J
• Impact of wearable device data and multi-scale entropy analysis on improving hospital readmission prediction.
  J Am Med Inform Assoc Volume: 31 Page(s): 2679 - 2688
  11/01/2024 Authors: Nagarajan V; Shashikumar SP; Malhotra A; Nemati S; Wardi G
• Improving Prediction of Need for Mechanical Ventilation using Cross-Attention.
  Volume: 2024 Page(s): 1 - 4
  07/01/2024 Authors: Mohanty A; Shashikumar SP; Lam JY; Nemati S
• Development of a Voice-Enabled Automated Sleep Survey System.
  Volume: 2024 Page(s): 1 - 4
  07/01/2024 Authors: Qiu Y; Mohanty A; Owens RL; Nemati S
• Intravenous immunoglobulin resistance in Kawasaki disease patients: prediction using clinical data.
  Pediatr Res Volume: 95 Page(s): 692 - 697
  02/01/2024 Authors: Lam JY; Song M-S; Kim G-B; Shimizu C; Bainto E; Tremoulet AH; Nemati S; Burns JC
• Improving long COVID-related text classification: a novel end-to-end domain-adaptive paraphrasing framework.
  Sci Rep Volume: 14 Page(s): 85
  01/02/2024 Authors: Somayajula SA; Litake O; Liang Y; Hosseini R; Nemati S; Wilson DO; Weinreb RN; Malhotra A; Xie P
• Making the Improbable Possible: Generalizing Models Designed for a Syndrome-Based, Heterogeneous Patient Landscape.
  Crit Care Clin Volume: 39 Page(s): 751 - 768
  10/01/2023 Authors: Le JP; Shashikumar SP; Malhotra A; Nemati S; Wardi G
• Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us.
  Crit Care Med Volume: 51 Page(s): 985 - 991
  08/01/2023 Authors: Wardi G; Owens R; Josef C; Malhotra A; Longhurst C; Nemati S
• A Deep Learning Framework for Image-Based Screening of Kawasaki Disease.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2023 Page(s): 1 - 4
  07/01/2023 Authors: Lam JY; Kanegaye JT; Xu E; Gardiner MA; Burns JC; Nemati S; Tremoulet AH
• Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2023 Page(s): 1 - 4
  07/01/2023 Authors: Boussina A; Shashikumar S; Amrollahi F; Pour H; Hogarth M; Nemati S
• Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2023 Page(s): 1 - 4
  07/01/2023 Authors: Amrollahi F; Shashikumar SP; Boussina A; Yhdego H; Nayebnazar A; Yung N; Wardi G; Nemati S
• Unsupervised Detection and Correction of Model Calibration Shift at Test-Time.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2023 Page(s): 1 - 4
  07/01/2023 Authors: Shashikumar SP; Amrollahi F; Nemati S
• Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study.
  J Med Internet Res Volume: 25 Page(s): e45614
  06/23/2023 Authors: Boussina A; Wardi G; Shashikumar SP; Malhotra A; Zheng K; Nemati S
• Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study.
  J Med Internet Res Volume: 25 Page(s): e43486
  02/13/2023 Authors: Rogers P; Boussina AE; Shashikumar SP; Wardi G; Longhurst CA; Nemati S
• Use of a Novel Clinical Decision-Making Tool in Vestibular Schwannoma Treatment.
  Otol Neurotol Volume: 43 Page(s): e1174 - e1179
  12/01/2022 Authors: La Monte OA; Moshtaghi O; Tang E; Du EY; Swisher AR; Dixon PR; Nemati S; Djalilian HR; Schwartz MS; Friedman RA
• A machine-learning algorithm for diagnosis of multisystem inflammatory syndrome in children and Kawasaki disease in the USA: a retrospective model development and validation study.
  Lancet Digit Health Volume: 4 Page(s): e717 - e726
  10/01/2022 Authors: Lam JY; Shimizu C; Tremoulet AH; Bainto E; Roberts SC; Sivilay N; Gardiner MA; Kanegaye JT; Hogan AH; Salazar JC
• A deep convolutional neural network for Kawasaki disease diagnosis.
  Sci Rep Volume: 12 Page(s): 11438
  07/06/2022 Authors: Xu E; Nemati S; Tremoulet AH
• Inclusion of social determinants of health improves sepsis readmission prediction models.
  J Am Med Inform Assoc Volume: 29 Page(s): 1263 - 1270
  06/14/2022 Authors: Amrollahi F; Shashikumar SP; Meier A; Ohno-Machado L; Nemati S; Wardi G
• Leveraging clinical data across healthcare institutions for continual learning of predictive risk models.
  Sci Rep Volume: 12 Page(s): 8380
  05/19/2022 Authors: Amrollahi F; Shashikumar SP; Holder AL; Nemati S
• A Locally Optimized Data-Driven Tool to Predict Sepsis-Associated Vasopressor Use in the ICU.
  Crit Care Med Volume: 49 Page(s): e1196 - e1205
  12/01/2021 Authors: Holder AL; Shashikumar SP; Wardi G; Buchman TG; Nemati S
• Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.
  Chest Volume: 159 Page(s): 2264 - 2273
  06/01/2021 Authors: Shashikumar SP; Wardi G; Paul P; Carlile M; Brenner LN; Hibbert KA; North CM; Mukerji SS; Robbins GK; Shao Y-P
• Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data.
  Crit Care Explor Volume: 3 Page(s): e0402
  05/01/2021 Authors: Wong A-KI; Kamaleswaran R; Tabaie A; Reyna MA; Josef C; Robichaux C; de Hond AAH; Steyerberg EW; Holder AL; Nemati S
• Predicting presumed serious infection among hospitalized children on central venous lines with machine learning.
  Comput Biol Med Volume: 132 Page(s): 104289
  05/01/2021 Authors: Tabaie A; Orenstein EW; Nemati S; Basu RK; Kandaswamy S; Clifford GD; Kamaleswaran R
• Predicting Progression to Septic Shock in the Emergency Department Using an Externally Generalizable Machine-Learning Algorithm.
  Ann Emerg Med Volume: 77 Page(s): 395 - 406
  04/01/2021 Authors: Wardi G; Carlile M; Holder A; Shashikumar S; Hayden SR; Nemati S
• DeepAISE - An interpretable and recurrent neural survival model for early prediction of sepsis.
  Artif Intell Med Volume: 113 Page(s): 102036
  03/01/2021 Authors: Shashikumar SP; Josef CS; Sharma A; Nemati S
• Classifying Major Depressive Disorder and Response to Deep Brain Stimulation Over Time by Analyzing Facial Expressions.
  IEEE Trans Biomed Eng Volume: 68 Page(s): 664 - 672
  02/01/2021 Authors: Jiang Z; Harati S; Crowell A; Mayberg HS; Nemati S; Clifford GD
• Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines.
  Front Pediatr Volume: 9 Page(s): 726870
  01/01/2021 Authors: Tabaie A; Orenstein EW; Nemati S; Basu RK; Clifford GD; Kamaleswaran R
• Detecting heart failure using wearables: a pilot study.
  Physiol Meas Volume: 41 Page(s): 044001
  05/04/2020 Authors: Shah AJ; Isakadze N; Levantsevych O; Vest A; Clifford G; Nemati S
• Classifying Depression Severity in Recovery From Major Depressive Disorder via Dynamic Facial Features.
  IEEE J Biomed Health Inform Volume: 24 Page(s): 815 - 824
  03/01/2020 Authors: Harati S; Crowell A; Huang Y; Mayberg H; Nemati S
• Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019.
  Crit Care Med Volume: 48 Page(s): 210 - 217
  02/01/2020 Authors: Reyna MA; Josef CS; Jeter R; Shashikumar SP; Westover MB; Nemati S; Clifford GD; Sharma A
• Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis.
  AMIA Annu Symp Proc Volume: 2020 Page(s): 197 - 202
  01/01/2020 Authors: Amrollahi F; Shashikumar SP; Razmi F; Nemati S
• Addressing the Credit Assignment Problem in Treatment Outcome Prediction using Temporal Difference Learning.
  Pac Symp Biocomput Volume: 25 Page(s): 43 - 54
  01/01/2020 Authors: Harati S; Crowell A; Mayberg H; Nemati S
• Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019.
  Crit Care Med
  12/17/2019 Authors: Reyna MA; Josef CS; Jeter R; Shashikumar SP; Westover MB; Nemati S; Clifford GD; Sharma A
• Ventricular ectopic beat detection using a wavelet transform and a convolutional neural network.
  Physiol Meas Volume: 40 Page(s): 055002
  06/04/2019 Authors: Li Q; Liu C; Li Q; Shashikumar SP; Nemati S; Shen Z; Clifford GD
• AUTOMATED PRESSURE REGULATION SYSTEM FOR SEPSIS (AUTO-PRESS): REINFORCEMENT LEARNING AGENT LEARNS TO PROVIDE VASOPRESSOR AND INTRAVENOUS FLUID RECOMMENDATIONS TO MANAGE HYPOTENSIVE EPISODES IN SEPTIC PATIENTS
  Volume: 51 Page(s): 45 - 45
  06/01/2019 Authors: Jeter R; Josef C; Lehman L-W; Nemati S
• PERFORMANCE COMPARISON OF UNIT SPECIFIC AND GENERALIZABLE SEPSIS PREDICTION MODELS ACROSS INTENSIVE CARE UNITS
  Volume: 51 Page(s): 85 - 86
  06/01/2019 Authors: Josef CS; Ramnath V; Malhotra A; Nemati S
• Assessing Contribution of Higher Order Clinical Risk Factors to Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage Patients.
  AMIA Annu Symp Proc Volume: 2019 Page(s): 848 - 856
  01/01/2019 Authors: Tabaie A; Nemati S; Allen JW; Chung C; Queiroga F; Kuk W-J; Prater AB
• AN INNOVATIVE, BLENDED, PROJECT-BASED HEALTH INFORMATICS COURSE
  Page(s): 97 - 125
  01/01/2019 Authors: Braunstein ML; Hiddleson C; Buchman TG; Ghassemi MM; Nemati S; Braun P; Goodman AB
• Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram.
  Physiol Meas Volume: 39 Page(s): 124005
  12/21/2018 Authors: Li Q; Li Q; Liu C; Shashikumar SP; Nemati S; Clifford GD
• Multiscale network dynamics between heart rate and locomotor activity are altered in schizophrenia.
  Physiol Meas Volume: 39 Page(s): 115001
  10/30/2018 Authors: Reinertsen E; Shashikumar SP; Shah AJ; Nemati S; Clifford GD
• An open source benchmarked toolbox for cardiovascular waveform and interval analysis.
  Physiol Meas Volume: 39 Page(s): 105004
  10/11/2018 Authors: Vest AN; Da Poian G; Li Q; Liu C; Nemati S; Shah AJ; Clifford GD
• A comparison of entropy approaches for AF discrimination.
  Physiol Meas Volume: 39 Page(s): 074002
  07/06/2018 Authors: Liu C; Oster J; Reinertsen E; Li Q; Zhao L; Nemati S; Clifford GD
• A FHIR-Enabled Streaming Sepsis Prediction System for ICUs.
  Volume: 2018 Page(s): 4093 - 4096
  07/01/2018 Authors: Henry JR; Lynch D; Mals J; Shashikumar SP; Holder A; Sharma A; Nemati S
• Depression Severity Classification from Speech Emotion.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 5763 - 5766
  07/01/2018 Authors: Harati S; Crowell A; Mayberg H; Nemati S
• Doubly-Robust Estimation of Effect of Imaging Resource Utilization on Discharge Decisions in Emergency Departments.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 3256 - 3259
  07/01/2018 Authors: Tabaie A; Chokshi FH; Holder AL; Nemati SN
• How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 4058 - 4064
  07/01/2018 Authors: Ghassemi MM; Al-Hanai T; Raffa JD; Mark RG; Nemati S; Chokshi FH
• It Is About Time: Extinguishing the Fire of Acute Kidney Injury.
  Crit Care Med Volume: 46 Page(s): 1187 - 1189
  07/01/2018 Authors: Josef CS; Nemati S
• A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU.
  Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 4927 - 4931
  07/01/2018 Authors: Lin R; Stanley MD; Ghassemi MM; Nemati S
• MODIFYING THE SHOCK INDEX DOES NOT IMPROVE SEPTIC SHOCK PREDICTION IN PATIENTS WITH INFECTION
  Volume: 49 Page(s): 138 - 138
  06/01/2018 Authors: Tabaie A; Nemati S; Holder AL
• An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU.
  Crit Care Med Volume: 46 Page(s): 547 - 553
  04/01/2018 Authors: Nemati S; Holder A; Razmi F; Stanley MD; Clifford GD; Buchman TG
• Looking Into the Seeds of Time to Say Which Fevers Will Grow and Which Will Not.
  Crit Care Med Volume: 46 Page(s): 651 - 653
  04/01/2018 Authors: Nemati S
• A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.
  IEEE J Biomed Health Inform Volume: 22 Page(s): 56 - 66
  01/01/2018 Authors: Lehman L-WH; Mark RG; Nemati S
• Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction.
  Crit Care Med Volume: 45 Page(s): 2014 - 2022
  12/01/2017 Authors: Holder AL; Overton E; Lyu P; Kempker JA; Nemati S; Razmi F; Martin GS; Buchman TG; Murphy DJ
• Multiscale network representation of physiological time series for early prediction of sepsis.
  Physiol Meas Volume: 38 Page(s): 2235 - 2248
  11/30/2017 Authors: Shashikumar SP; Li Q; Clifford GD; Nemati S
• Heart rate-based window segmentation improves accuracy of classifying posttraumatic stress disorder using heart rate variability measures.
  Physiol Meas Volume: 38 Page(s): 1061 - 1076
  06/01/2017 Authors: Reinertsen E; Nemati S; Vest AN; Vaccarino V; Lampert R; Shah AJ; Clifford GD
• Quantification of Subjective Intraoperative Response to Deep Brain Stimulation of the Subcallosal Cingulate Using Facial Dynamics
  Volume: 81 Page(s): S334 - S334
  05/15/2017 Authors: Crowell A; Harati S; Nemati S; Mayberg H
• Resonance as the Mechanism of Daytime Periodic Breathing in Patients with Heart Failure.
  Am J Respir Crit Care Med Volume: 195 Page(s): 237 - 246
  01/15/2017 Authors: Sands SA; Mebrate Y; Edwards BA; Nemati S; Manisty CH; Desai AS; Wellman A; Willson K; Francis DP; Butler JP
• THE TRAINING OF NEXT GENERATION DATA SCIENTISTS IN BIOMEDICINE.
  Volume: 22 Page(s): 640 - 645
  01/01/2017 Authors: Garmire LX; Gliske S; Nguyen QC; Chen JH; Nemati S; VAN Horn JD; Moore JH; Shreffler C; Dunn M
• Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics.
  J Electrocardiol Volume: 50 Page(s): 739 - 743
  01/01/2017 Authors: Shashikumar SP; Stanley MD; Sadiq I; Li Q; Holder A; Clifford GD; Nemati S
• Benchmarking heart rate variability toolboxes.
  J Electrocardiol Volume: 50 Page(s): 744 - 747
  01/01/2017 Authors: Vest AN; Li Q; Liu C; Nemati S; Shah A; Clifford GD
• Discriminating clinical phases of recovery from major depressive disorder using the dynamics of facial expression.
  Volume: 2016 Page(s): 2254 - 2257
  08/01/2016 Authors: Harati S; Crowell A; Mayberg H; Jun Kong; Nemati S
• Optimal medication dosing from suboptimal clinical examples: a deep reinforcement learning approach.
  Volume: 2016 Page(s): 2978 - 2981
  08/01/2016 Authors: Nemati S; Ghassemi MM; Clifford GD
• Monitoring and detecting atrial fibrillation using wearable technology.
  Volume: 2016 Page(s): 3394 - 3397
  08/01/2016 Authors: Nemati S; Ghassemi MM; Ambai V; Isakadze N; Levantsevych O; Shah A; Clifford GD
• Machine Learning and Decision Support in Critical Care.
  Proc IEEE Inst Electr Electron Eng Volume: 104 Page(s): 444 - 466
  02/01/2016 Authors: Johnson AEW; Ghassemi MM; Nemati S; Niehaus KE; Clifton DA; Clifford GD
• A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes.
  Volume: 2015 Page(s): 629 - 632
  09/01/2015 Authors: Ghassemi MM; Mark RG; Nemati S
• Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters.
  IEEE Trans Biomed Eng Volume: 62 Page(s): 2125 - 2134
  09/01/2015 Authors: Oster J; Behar J; Sayadi O; Nemati S; Johnson AEW; Clifford GD
• A physiological time series dynamics-based approach to patient monitoring and outcome prediction.
  IEEE J Biomed Health Inform Volume: 19 Page(s): 1068 - 1076
  05/01/2015 Authors: Lehman L-WH; Adams RP; Mayaud L; Moody GB; Malhotra A; Mark RG; Nemati S
• Accumulated deep sleep is a powerful predictor of LH pulse onset in pubertal children.
  J Clin Endocrinol Metab Volume: 100 Page(s): 1062 - 1070
  03/01/2015 Authors: Shaw ND; Butler JP; Nemati S; Kangarloo T; Ghassemi M; Malhotra A; Hall JE
• Quantifying the ventilatory control contribution to sleep apnoea using polysomnography.
  Eur Respir J Volume: 45 Page(s): 408 - 418
  02/01/2015 Authors: Terrill PI; Edwards BA; Nemati S; Butler JP; Owens RL; Eckert DJ; White DP; Malhotra A; Wellman A; Sands SA
• Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series.
  Volume: 42 Page(s): 1065 - 1068
  01/01/2015 Authors: Lehman L-WH; Nemati S; Mark RG
• Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach.
  Volume: 42 Page(s): 1069 - 1072
  01/01/2015 Authors: Lehman L-W; Ghassemi M; Snoek J; Nemati S
• Model-based estimation of loop gain using spontaneous breathing: a validation study.
  Respir Physiol Neurobiol Volume: 201 Page(s): 84 - 92
  09/15/2014 Authors: Gederi E; Nemati S; Edwards BA; Clifford GD; Malhotra A; Wellman A
• Data-driven phenotyping : graphical models for model-based phenotyping of sleep apnea.
  IEEE Pulse Volume: 5 Page(s): 45 - 48
  01/01/2014 Authors: Nemati S; Orr J; Malhotra A
• Respiration and heart rate complexity: effects of age and gender assessed by band-limited transfer entropy.
  Respir Physiol Neurobiol Volume: 189 Page(s): 27 - 33
  10/01/2013 Authors: Nemati S; Edwards BA; Lee J; Pittman-Polletta B; Butler JP; Malhotra A
• A simplified method for determining phenotypic traits in patients with obstructive sleep apnea.
  J Appl Physiol (1985) Volume: 114 Page(s): 911 - 922
  04/01/2013 Authors: Wellman A; Edwards BA; Sands SA; Owens RL; Nemati S; Butler J; Passaglia CL; Jackson AC; Malhotra A; White DP
• Quantifying Ventilatory Instability Using Clinical Polysomnography In Obstructive Sleep Apnea
  AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE Volume: 187
  01/01/2013 Authors: Terrill P; Edwards BA; Nemati S; Butler JP; Owens RL; White DP; Malhotra A; Wellman A; Sands SA
• Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series.
  Volume: 2013 Page(s): 7072 - 7075
  01/01/2013 Authors: Lehman L-WH; Nemati S; Adams RP; Moody G; Malhotra A; Mark RG
• Learning outcome-discriminative dynamics in multivariate physiological cohort time series.
  Volume: 2013 Page(s): 7104 - 7107
  01/01/2013 Authors: Nemati S; Lehman L-WH; Adams RP
• Transfer entropy estimation and directional coupling change detection in biomedical time series.
  Biomed Eng Online Volume: 11 Page(s): 19
  04/13/2012 Authors: Lee J; Nemati S; Silva I; Edwards BA; Butler JP; Malhotra A
• Discovering shared dynamics in physiological signals: application to patient monitoring in ICU.
  Volume: 2012 Page(s): 5939 - 5942
  01/01/2012 Authors: Lehman L-WH; Nemati S; Adams RP; Mark RG
• VENTILATORY OSCILLATIONS IN STABLE CONTROL SYSTEMS AS AN INTERACTION BETWEEN EXTERNAL DISTURBANCES AND FEEDBACK STABILITY
  Volume: 35 Page(s): A48 - A48
  01/01/2012 Authors: Sands SA; Nemati S; Mebrate Y; Edwards BA; Manisty C; Wellman A; Willson K; Francis DP; Malhotra A
• Discovering shared cardiovascular dynamics within a patient cohort.
  Volume: 2012 Page(s): 6526 - 6529
  01/01/2012 Authors: Nemati S; Lehman L-WH; Adams RP; Malhotra A
• Model-based characterization of ventilatory stability using spontaneous breathing.
  J Appl Physiol (1985) Volume: 111 Page(s): 55 - 67
  07/01/2011 Authors: Nemati S; Edwards BA; Sands SA; Berger PJ; Wellman A; Verghese GC; Malhotra A; Butler JP
• A nonparametric surrogate-based test of significance for T-wave alternans detection.
  IEEE Trans Biomed Eng Volume: 58 Page(s): 1356 - 1364
  05/01/2011 Authors: Nemati S; Abdala O; Monasterio V; Yim-Yeh S; Malhotra A; Clifford GD
• RELATIONSHIP BETWEEN THE UPPER AIRWAY RESPONSE TO LOADING IN NREM SLEEP AND APNEA SEVERITY IN REM SLEEP
  Volume: 34 Page(s): A159 - A160
  01/01/2011 Authors: Wellman A; Eckert DJ; Jordan AS; Edwards BA; Owens RL; Sands SS; Nemati S; Butler J; Malhotra A; White DP
• T-wave alternans patterns during sleep in healthy, cardiac disease, and sleep apnea patients.
  J Electrocardiol Volume: 44 Page(s): 126 - 130
  01/01/2011 Authors: Nemati S; Malhotra A; Clifford GD
• An artificial vector model for generating abnormal electrocardiographic rhythms.
  Physiol Meas Volume: 31 Page(s): 595 - 609
  05/01/2010 Authors: Clifford GD; Nemati S; Sameni R
• Data Fusion for Improved Respiration Rate Estimation.
  EURASIP J Adv Signal Process Volume: 2010 Page(s): 926305
  01/01/2010 Authors: Nemati S; Malhotra A; Clifford GD
• An Open-Source Standard T-Wave Alternans Detector for Benchmarking.
  Volume: 2008 Page(s): 509 - 512
  09/14/2008 Authors: Khaustov A; Nemati S; Clifford G
• An Artificial Multi-Channel Model for Generating Abnormal Electrocardiographic Rhythms.
  Volume: 35 Page(s): 773 - 776
  01/01/2008 Authors: Clifford G; Nemati S; Sameni R
• Biomimetic brain machine interfaces for the control of movement.
  J Neurosci Volume: 27 Page(s): 11842 - 11846
  10/31/2007 Authors: Fagg AH; Hatsopoulos NG; de Lafuente V; Moxon KA; Nemati S; Rebesco JM; Romo R; Solla SA; Reimer J; Tkach D