Amir Salimi

According to our database, Amir Salimi authored at least 17 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level.

Sunil Vasu Kalmady, Amir Salimi, Weijie Sun, Nariman Sepehrvand, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Abram Hindle, Finlay A. McAlister, Russell Greiner, Roopinder K. Sandhu, Padma Kaul

npj Digit. Medicine, 2024

2023

Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms.

Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Amir Salimi, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Russell Greiner, Abram Hindle, Finlay A. McAlister, Roopinder K. Sandhu, Padma Kaul

npj Digit. Medicine, 2023

Exploring Best Practices for ECG Signal Processing in Machine Learning.

Amir Salimi, Sunil Vasu Kalmady, Abram Hindle, Osmar Zaïane, Padma Kaul

CoRR, 2023

Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case.

Yousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Amir Salimi, Abram Hindle, Padma Kaul, Russell Greiner

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

2022

A grid interpolation technique for anomaly separation of stream sediments geochemical data based on catchment basin modelling, U-statistics and fractal.

Amir Salimi, Ali Rafiee

Earth Sci. Informatics, 2022

Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale.

Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Luan Manh Chu, Zihan Wang, Amir Salimi, Abram Hindle, Russell Greiner, Padma Kaul

CoRR, 2022

ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets.

Weijie Sun, Sunil Vasu Kalmady, Amir Salimi, Nariman Sepehrvand, Eric Ly, Abram Hindle, Russell Greiner, Padma Kaul

CoRR, 2022

2021

Multilabel 12-Lead Electrocardiogram Classification Using Beat to Sequence Autoencoders.

Alexander William Wong, Amir Salimi, Abram Hindle, Sunil Vasu Kalmady, Padma Kaul

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Syntax and Stack Overflow: A Methodology for Extracting a Corpus of Syntax Errors and Fixes.

Alexander William Wong, Amir Salimi, Shaiful Alam Chowdhury, Abram Hindle

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

2018

A Novel Pilot Assignment Scheme in Massive MIMO Networks.

Shuai Ma, Easton Li Xu, Amir Salimi, Shuguang Cui

IEEE Wirel. Commun. Lett., 2018

2017

The capacity-distortion function for multihop channels with state.

Amir Salimi, Wenyi Zhang, Satish Vedantam, Urbashi Mitra

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Orbit-entropy cones and extremal pairwise orbit-entropy inequalities.

Jun Chen, Amir Salimi, Tie Liu, Chao Tian

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Generalized Cut-Set Bounds for Broadcast Networks.

Amir Salimi, Tie Liu, Shuguang Cui

IEEE Trans. Inf. Theory, 2015

On the representability of integer polymatroids: Applications in linear code construction.

Amir Salimi, Muriel Médard, Shuguang Cui

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Polyhedral description of the symmetrical latency capacity region of broadcast channels.

Amir Salimi, Tie Liu, Shuguang Cui

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2012

Generalized cut-set bounds for networks with collocated messages.

Amir Salimi, Tie Liu, Shuguang Cui

Proceedings of the International Symposium on Network Coding, 2012

2009

A new capacity upper bound for "Relay-With-Delay" channel.

Amir Salimi, Mahtab Mirmohseni, Mohammad Reza Aref

Proceedings of the IEEE International Symposium on Information Theory, 2009