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Publications

Academic publications, research papers, and scholarly contributions spanning biomedical engineering, machine learning, and innovation.

Academic Publications

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Rapid prototyping of multi-compartment models for urea kinetics in hemodialysis: a System Dynamics approach

DM Rubin, RFR Letts, XL Richards, S Achari, A Pantanowitz

journal-article 2024
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A machine learning approach to the non-invasive estimation of continuous blood pressure using photoplethysmography

B Tarifi, A Fainman, A Pantanowitz, DM Rubin

journal-article 2023
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Design and construction of a cost-effective, portable sign language to speech translator

MR Cassim, J Parry, A Pantanowitz, DM Rubin

journal-article 2022
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Neurocartographer: CC-WGAN Based SSVEP Data Generation to Produce a Model toward Symmetrical Behaviour to the Human Brain

SE Karabulut, MM Khorasani, A Pantanowitz

journal-article 2022
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Evaluating the clinical realism of synthetic chest x-rays generated using progressively growing gans

B Segal, DM Rubin, G Rubin, A Pantanowitz

journal-article 2021
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Estimation of body mass index from photographs using deep convolutional neural networks

A Pantanowitz, E Cohen, P Gradidge, NJ Crowther, V Aharonson, ...

preprint 2021
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Facilitating understanding, modeling and simulation of infectious disease epidemics in the age of COVID-19

DM Rubin, S Achari, CS Carlson, RFR Letts, A Pantanowitz, M Postema, ...

journal-article 2021
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Gaze tracking dataset for comparison of smooth and saccadic eye tracking

A Pantanowitz, K Kim, C Chewins, DM Rubin

other 2021
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The Hospital as a Sorting Machine

A Pantanowitz, B Rosman, NJ Crowther, DM Rubin

journal-article 2021
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Gaze tracking dataset for comparison of smooth and saccadic eye tracking.

journal-article 2021
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Addressing the eye fixation problem in gaze tracking for human computer interface using the vestibulo-ocular reflex

A Pantanowitz, K Kim, C Chewins, INK Tollman, DM Rubin

journal-article 2020
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The brain as a network cable: Transmission of a modulated optical signal between two computers via the human brain

RN Daya, MN Dukes, A Pantanowitz

journal-article 2020
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Addressing the eye-fixation problem in gaze tracking for human computer interface using the Vestibulo-ocular Reflex

preprint 2020
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Development of a novel cardiopulmonary resuscitation measurement tool using real-time feedback from wearable wireless instrumentation

SR Ward, BC Scott, DM Rubin, A Pantanowitz

journal-article 2019
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Enhancing positional feedback from real-time wearable sensors during CPR

A Pantanowitz, SR Ward, BC Scott, DM Rubin

journal-article 2019
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Data from wearable wireless instrumentation device taken during simulated CPR with and without intentional error toward a quality feedback device

A Pantanowitz, SR Ward, BC Scott, DM Rubin

data-set 2019
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Paediatric frontal chest radiograph screening with fine-tuned convolutional neural networks

J Gerrand, Q Williams, D Lunga, A Pantanowitz, S Madhi, N Mahomed

book-chapter 2017
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Automatic computation of histogram threshold for lip segmentation using feedback of shape information

AD Gritzman, V Aharonson, DM Rubin, A Pantanowitz

journal-article 2016
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Analysis of MEG signals for selective arithmetic tasks

G Peyton, DM Rubin, A Pantanowitz, A Kleks, M Teicher

book-chapter 2016
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Comparison of colour transforms used in lip segmentation algorithms

AD Gritzman, DM Rubin, A Pantanowitz

journal-article 2015
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Towards Automated Three‐Dimensional Tracking of Nephrons through Stacked Histological Image Sets

C Bhikha, A Andreasen, EI Christensen, RFR Letts, A Pantanowitz, ...

other 2015
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Hybrid BCI for Controlling a Robotic Arm over an IP Network

G Peyton, R Hoehler, A Pantanowitz

book-chapter 2015
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Threshold-based lip segmentation using feedback of shape information

AD Gritzman, V Aharonson, D Rubin, A Pantanowitz

conference-paper 2015
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Towards Automated Three-Dimensional Tracking of Nephrons through Stacked Histological Image Sets

journal-article 2015
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Improvements in feature vector selection and parameter optimisation for continuous gesture recognition

A Gritzman, T Batev, A Pantanowitz

conference-paper 2013
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Robotic arm for remote surgery

S Dinger, J Dickens, A Pantanowitz

preprint 2013
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Missing data imputation through the use of the random forest algorithm

A Pantanowitz, T Marwala

book-chapter 2009
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Evaluating the impact of missing data imputation

A Pantanowitz, T Marwala

book-chapter 2009
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Advances in computational intelligence

A Pantanowitz, T Marwala, W Yu, EN Sanchez

other 2009
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Evaluating the Impact of Missing Data Imputation through the use of the Random Forest Algorithm

preprint 2008
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Machine learning approaches to estimating BMI from a small set of photographs

A Pantanowitz

other No year
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