Amir Salimi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Top Venues

npj Digit. Medicine

IEEE Trans. Inf. Theory

Publications

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
Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level. npj Digit. Medicine 7 (1) (2024)
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
Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms. npj Digit. Medicine 6 (2023)
Amir Salimi, Sunil Vasu Kalmady, Abram Hindle, Osmar Zaïane, Padma Kaul
Exploring Best Practices for ECG Signal Processing in Machine Learning. CoRR (2023)
Yousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Amir Salimi, Abram Hindle, Padma Kaul, Russell Greiner
Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case. SIPAIM (2023)
Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Luan Manh Chu, Zihan Wang, Amir Salimi, Abram Hindle, Russell Greiner, Padma Kaul
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale. CoRR (2022)
Weijie Sun, Sunil Vasu Kalmady, Amir Salimi, Nariman Sepehrvand, Eric Ly, Abram Hindle, Russell Greiner, Padma Kaul
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets. CoRR (2022)
Amir Salimi, Ali Rafiee
A grid interpolation technique for anomaly separation of stream sediments geochemical data based on catchment basin modelling, U-statistics and fractal. Earth Sci. Informatics 15 (1) (2022)
Alexander William Wong, Amir Salimi, Abram Hindle, Sunil Vasu Kalmady, Padma Kaul
Multilabel 12-Lead Electrocardiogram Classification Using Beat to Sequence Autoencoders. ICASSP (2021)
Alexander William Wong, Amir Salimi, Shaiful Alam Chowdhury, Abram Hindle
Syntax and Stack Overflow: A Methodology for Extracting a Corpus of Syntax Errors and Fixes. ICSME (2019)
Alexander William Wong, Amir Salimi, Shaiful Alam Chowdhury, Abram Hindle
Syntax and Stack Overflow: A methodology for extracting a corpus of syntax errors and fixes. CoRR (2019)
Shuai Ma, Easton Li Xu, Amir Salimi, Shuguang Cui
A Novel Pilot Assignment Scheme in Massive MIMO Networks. IEEE Wirel. Commun. Lett. 7 (2) (2018)
Amir Salimi, Wenyi Zhang, Satish Vedantam, Urbashi Mitra
The capacity-distortion function for multihop channels with state. ISIT (2017)
Jun Chen, Amir Salimi, Tie Liu, Chao Tian
Orbit-entropy cones and extremal pairwise orbit-entropy inequalities. ISIT (2016)
Amir Salimi, Muriel Médard, Shuguang Cui
On the representability of integer polymatroids: Applications in linear code construction. Allerton (2015)
Amir Salimi, Tie Liu, Shuguang Cui
Generalized Cut-Set Bounds for Broadcast Networks. IEEE Trans. Inf. Theory 61 (6) (2015)
Amir Salimi, Tie Liu, Shuguang Cui
Polyhedral description of the symmetrical latency capacity region of broadcast channels. ISIT (2014)
Amir Salimi, Tie Liu, Shuguang Cui
Generalized cut-set bounds for broadcast networks. Allerton (2013)
Amir Salimi, Tie Liu, Shuguang Cui
Generalized Cut-Set Bounds for Broadcast Networks CoRR (2013)
Amir Salimi, Tie Liu, Shuguang Cui
Generalized cut-set bounds for networks with collocated messages. NetCod (2012)
Amir Salimi, Mahtab Mirmohseni, Mohammad Reza Aref
A new capacity upper bound for "Relay-With-Delay" channel. ISIT (2009)