Publications

Systems Thinking with Causal Loop Diagrams in Medical Education: An Exploratory Study

DM Rubin, S Achari, XL Richards, A Pantanowitz, A George

Systems 14 (4), 378, 2026

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 of Artificial Organs 27 (3), 316-320, 2024

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

B Tarifi, A Fainman, A Pantanowitz, DM Rubin

Applied Sciences 13 (6), 3955, 2023

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

MR Cassim, J Parry, A Pantanowitz, DM Rubin

Informatics in Medicine Unlocked 30, 100927, 2022

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

SE Karabulut, MM Khorasani, A Pantanowitz

Symmetry 14 (8), 1600, 2022

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

B Segal, DM Rubin, G Rubin, A Pantanowitz

SN Computer Science 2 (4), 321, 2021

Estimation of body mass index from photographs using deep convolutional neural networks

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

Informatics in Medicine Unlocked 26, 100727, 2021

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, ...

Frontiers in Public Health 9, 593417, 2021

Gaze tracking dataset for comparison of smooth and saccadic eye tracking

A Pantanowitz, K Kim, C Chewins, DM Rubin

Data in brief 34, 106730, 2021

The Hospital as a Sorting Machine

A Pantanowitz, B Rosman, NJ Crowther, DM Rubin

Informatics in Medicine Unlocked 26, 2021

Gaze tracking dataset for comparison of smooth and saccadic eye tracking.

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

Informatics in Medicine Unlocked 21, 100488, 2020

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

Informatics in Medicine Unlocked 21, 100490, 2020

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

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

SR Ward, BC Scott, DM Rubin, A Pantanowitz

Resuscitation 137, 183-189, 2019

Enhancing positional feedback from real-time wearable sensors during CPR

A Pantanowitz, SR Ward, BC Scott, DM Rubin

Resuscitation 139, 289-290, 2019

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 in brief 26, 104400, 2019

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

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

Annual Conference on Medical Image Understanding and Analysis, 850-861, 2017

Automatic computation of histogram threshold for lip segmentation using feedback of shape information

AD Gritzman, V Aharonson, DM Rubin, A Pantanowitz

Signal, Image and Video Processing 10 (5), 869-876, 2016

Analysis of MEG signals for selective arithmetic tasks

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

XIV Mediterranean Conference on Medical and Biological Engineering and�…, 2016

Comparison of colour transforms used in lip segmentation algorithms

AD Gritzman, DM Rubin, A Pantanowitz

Signal, Image and Video Processing 9 (4), 947-957, 2015

Towards Automated Three‐Dimensional Tracking of Nephrons through Stacked Histological Image Sets

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

Computational and Mathematical Methods in Medicine 2015 (1), 545809, 2015

Hybrid BCI for Controlling a Robotic Arm over an IP Network

G Peyton, R Hoehler, A Pantanowitz

6th European Conference of the International Federation for Medical and�…, 2015

Threshold-based lip segmentation using feedback of shape information

AD Gritzman, V Aharonson, D Rubin, A Pantanowitz

Proceedings of the Facial Analysis and Animation, 1-1, 2015

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

Improvements in feature vector selection and parameter optimisation for continuous gesture recognition

A Gritzman, T Batev, A Pantanowitz

2013 IEEE International Conference on Cybernetics (CYBCO), 168-173, 2013

Robotic arm for remote surgery

S Dinger, J Dickens, A Pantanowitz

arXiv preprint arXiv:1307.5641, 2013

Missing data imputation through the use of the random forest algorithm

A Pantanowitz, T Marwala

Advances in computational intelligence, 53-62, 2009

Evaluating the impact of missing data imputation

A Pantanowitz, T Marwala

International Conference on Advanced Data Mining and Applications, 577-586, 2009

Advances in computational intelligence

A Pantanowitz, T Marwala, W Yu, EN Sanchez

Cham: Springer, 53-62, 2009

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

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

A Pantanowitz