Tomasz Arodz

Tomasz Arodz

Virginia Commonwealth University

H-index: 17

North America-United States

About Tomasz Arodz

Tomasz Arodz, With an exceptional h-index of 17 and a recent h-index of 12 (since 2020), a distinguished researcher at Virginia Commonwealth University, specializes in the field of Machine Learning, Computational Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Group Testing Matrix Design for PCR Screening with Real-Valued Measurements

Vaginal microbiome markers for prediction of prevention of preterm birth and other adverse pregnancy outcomes

ChromoEnhancer: An Artificial-Intelligence-Based Tool to Enhance Neoplastic Karyograms as an Aid for Effective Analysis

Real-valued group testing for quantitative molecular assays

Shapeshifter: a parameter-efficient Transformer using factorized reshaped matrices

Quantum semi-supervised kernel learning

Learning Invariance in Deep Neural Networks

PathMEx: Pathway-Based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations

Tomasz Arodz Information

University

Position

___

Citations(all)

2393

Citations(since 2020)

1568

Cited By

1387

hIndex(all)

17

hIndex(since 2020)

12

i10Index(all)

26

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Tomasz Arodz Skills & Research Interests

Machine Learning

Computational Biology

Top articles of Tomasz Arodz

Title

Journal

Author(s)

Publication Date

Group Testing Matrix Design for PCR Screening with Real-Valued Measurements

Journal of Computational Biology

Seyran Saeedi

Myrna Serrano

Dennis G Yang

J Paul Brooks

Gregory A Buck

...

2022/12/1

Vaginal microbiome markers for prediction of prevention of preterm birth and other adverse pregnancy outcomes

2022/8/4

ChromoEnhancer: An Artificial-Intelligence-Based Tool to Enhance Neoplastic Karyograms as an Aid for Effective Analysis

Cells

Yahya Bokhari

Areej Alhareeri

Abdulrhman Aljouie

Aziza Alkhaldi

Mamoon Rashid

...

2022/7/20

Real-valued group testing for quantitative molecular assays

Seyran Saeedi

Myrna Serrano

Dennis Yang

J. Paul Brooks

Gregory A. Buck

...

2022

Shapeshifter: a parameter-efficient Transformer using factorized reshaped matrices

Aliakbar Panahi

Seyran Saeedi

Tomasz Arodz

2021/12

Quantum semi-supervised kernel learning

Quantum Machine Intelligence

Seyran Saeedi

Aliakbar Panahi

Tomasz Arodz

2021/10/7

Learning Invariance in Deep Neural Networks

Han Zhang

Tomasz Arodz

2021/6/16

PathMEx: Pathway-Based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations

Yahya Bokhari

Tomasz Arodz

2021/6/16

QuaDMutNetEx: a method for detecting cancer driver genes with low mutation frequency

BMC Bioinformatics

Yahya Bokhari

Areej Alhareeri

Tomasz Arodz

2020/3

word2ket: Space-efficient word embeddings inspired by quantum entanglement

International Conference on Learning Representations ICLR'20

Aliakbar Panahi

Seyran Saeedi

Tom Arodz

2020/2

Biological Network Visualization for Targeted Proteomics Based on Mean First-Passage Time in Semi-Lazy Random Walks

Tomasz Arodz

2020

Generalized Quantum Deutsch-Jozsa Algorithm

Tomasz Arodz

2020

Approximation capabilities of Neural ODEs and Invertible Residual Networks

Han Zhang

Xi Gao

Jacob Unterman

Tom Arodz

2020/7

See List of Professors in Tomasz Arodz University(Virginia Commonwealth University)