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Ananda Mondal

Ananda Mondal

Florida International University

H-index: 11

North America-United States

Contact Ananda Mondal

About Ananda Mondal

Ananda Mondal, With an exceptional h-index of 11 and a recent h-index of 9 (since 2020), a distinguished researcher at Florida International University, specializes in the field of Machine Learning, Data Mining, Bioinformatics, Cancer Genomics, Epigenetics.

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

MOGAT: A Multi-Omics Integration Framework Using Graph Attention Networks for Cancer Subtype Prediction

Interpreting Graph Neural Networks with In-Distributed Proxies

22nd IEEE International Workshop on High Performance Computational Biology (HiCOMB 2023)

Epitopedia: identifying molecular mimicry between pathogens and known immune epitopes

MOGAT: An Improved Multi-Omics Integration Framework Using Graph Attention Networks

Evaluating SHAP’s Robustness in Precision Medicine: Effect of Filtering and Normalization

Quantifying Intratumor Heterogeneity by Key Genes Selected using Concrete Autoencoder

Deep learning algorithms to classify Fitzpatrick skin types for smartphone-based NIRS imaging device

Ananda Mondal Information

University

Position

Computing and Information Sciences

Citations(all)

361

Citations(since 2020)

291

Cited By

155

hIndex(all)

11

hIndex(since 2020)

9

i10Index(all)

12

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Ananda Mondal Skills & Research Interests

Machine Learning

Data Mining

Bioinformatics

Cancer Genomics

Epigenetics

Top articles of Ananda Mondal

MOGAT: A Multi-Omics Integration Framework Using Graph Attention Networks for Cancer Subtype Prediction

International Journal of Molecular Sciences

2024/2/28

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Dongsheng Luo
Dongsheng Luo

H-Index: 5

Interpreting Graph Neural Networks with In-Distributed Proxies

The Second Workshop on Trustworthy Learning on Graphs

2024/5

Jiaxing Zhang
Jiaxing Zhang

H-Index: 3

Jingchao Ni
Jingchao Ni

H-Index: 10

Xiaoting Li
Xiaoting Li

H-Index: 1

Hua Wei
Hua Wei

H-Index: 7

Dongsheng Luo
Dongsheng Luo

H-Index: 5

22nd IEEE International Workshop on High Performance Computational Biology (HiCOMB 2023)

2023/5/15

Ananth Kalyanaraman
Ananth Kalyanaraman

H-Index: 15

Fahad Saeed
Fahad Saeed

H-Index: 14

Serdar Bozdag
Serdar Bozdag

H-Index: 12

Zeeshan Ahmed
Zeeshan Ahmed

H-Index: 30

Brittany Baur
Brittany Baur

H-Index: 5

Sanjukta Bhowmick
Sanjukta Bhowmick

H-Index: 10

Banabithi Bose
Banabithi Bose

H-Index: 0

Xuan Guo
Xuan Guo

H-Index: 9

Ajay Gupta
Ajay Gupta

H-Index: 34

Yuede Ji
Yuede Ji

H-Index: 7

Ziynet Nesibe Kesimoglu
Ziynet Nesibe Kesimoglu

H-Index: 2

Ashfaq Khokhar
Ashfaq Khokhar

H-Index: 19

Yongchao Liu
Yongchao Liu

H-Index: 6

Umair Mohammad
Umair Mohammad

H-Index: 6

Ananda Mondal
Ananda Mondal

H-Index: 6

Epitopedia: identifying molecular mimicry between pathogens and known immune epitopes

ImmunoInformatics

2023/3/1

Janelle Nunez-Castilla
Janelle Nunez-Castilla

H-Index: 2

Vitalii Stebliankin
Vitalii Stebliankin

H-Index: 2

Prabin Baral
Prabin Baral

H-Index: 2

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Giri Narasimhan
Giri Narasimhan

H-Index: 20

Prem Chapagain
Prem Chapagain

H-Index: 15

Jessica Siltberg-Liberles
Jessica Siltberg-Liberles

H-Index: 12

MOGAT: An Improved Multi-Omics Integration Framework Using Graph Attention Networks

bioRxiv

2023

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Dongsheng Luo
Dongsheng Luo

H-Index: 5

Evaluating SHAP’s Robustness in Precision Medicine: Effect of Filtering and Normalization

2023/12/5

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Quantifying Intratumor Heterogeneity by Key Genes Selected using Concrete Autoencoder

2023/12/4

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Samuel Ebert
Samuel Ebert

H-Index: 8

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Abdullah Al Mamun
Abdullah Al Mamun

H-Index: 3

Deep learning algorithms to classify Fitzpatrick skin types for smartphone-based NIRS imaging device

2023/6/15

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Anuradha Godavarty
Anuradha Godavarty

H-Index: 13

Subject skin tone classification with implications in wound imaging using deep learning

2022/12/14

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Anuradha Godavarty
Anuradha Godavarty

H-Index: 13

An autoencoder based bioinformatics framework for predicting prognosis of breast cancer patients

2022/12/6

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Explainable machine learning to identify patient-specific biomarkers for lung cancer

2022/12/6

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Potential autoimmunity resulting from molecular mimicry between SARS-CoV-2 spike and human proteins

Viruses

2022/6/28

Janelle Nunez-Castilla
Janelle Nunez-Castilla

H-Index: 2

Vitalii Stebliankin
Vitalii Stebliankin

H-Index: 2

Prabin Baral
Prabin Baral

H-Index: 2

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Giri Narasimhan
Giri Narasimhan

H-Index: 20

Prem Chapagain
Prem Chapagain

H-Index: 15

Jessica Siltberg-Liberles
Jessica Siltberg-Liberles

H-Index: 12

Machine learning algorithms to classify Fitzpatrick skin types during tissue oxygenation mapping

2022/4/24

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Ananda Mondal
Ananda Mondal

H-Index: 6

Anuradha Godavarty
Anuradha Godavarty

H-Index: 13

EMoMiS: A pipeline for epitope-based molecular mimicry search in protein structures with applications to SARS-CoV-2

BioRxiv

2022/2/7

Vitalii Stebliankin
Vitalii Stebliankin

H-Index: 2

Prabin Baral
Prabin Baral

H-Index: 2

Janelle Nunez-Castilla
Janelle Nunez-Castilla

H-Index: 2

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Jessica Siltberg-Liberles
Jessica Siltberg-Liberles

H-Index: 12

Prem Chapagain
Prem Chapagain

H-Index: 15

Giri Narasimhan
Giri Narasimhan

H-Index: 20

Skin tone benchmark dataset for diabetic foot ulcers and machine learning to discover the salient features

International Conference on Image Processing, Computer Vision, & Pattern Recognition

2022

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Abdullah Al Mamun
Abdullah Al Mamun

H-Index: 3

Anuradha Godavarty
Anuradha Godavarty

H-Index: 13

Multi-run concrete autoencoder to identify prognostic lncRNAs for 12 cancers

International journal of molecular sciences

2021/11/3

Abdullah Al Mamun
Abdullah Al Mamun

H-Index: 3

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Giri Narasimhan
Giri Narasimhan

H-Index: 20

Spike mimicry of thrombopoietin may induce thrombocytopenia in COVID-19

BioRxiv

2021/8/11

Janelle Nunez-Castilla
Janelle Nunez-Castilla

H-Index: 2

Vitalii Stebliankin
Vitalii Stebliankin

H-Index: 2

Prabin Baral
Prabin Baral

H-Index: 2

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Giri Narasimhan
Giri Narasimhan

H-Index: 20

Prem Chapagain
Prem Chapagain

H-Index: 15

Jessica Siltberg-Liberles
Jessica Siltberg-Liberles

H-Index: 12

Deep learning to discover genomic signatures for racial disparity in lung cancer

2020/12/16

Masrur Sobhan
Masrur Sobhan

H-Index: 1

Abdullah Al Mamun
Abdullah Al Mamun

H-Index: 3

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

Pan-cancer feature selection and classification reveals important long non-coding RNAs

2020/12/16

Abdullah Al Mamun
Abdullah Al Mamun

H-Index: 3

Stage-Specific Co-expression Network Analysis for Cancer Biomarker Discovery

2020/12/16

Raihanul Bari Tanvir
Raihanul Bari Tanvir

H-Index: 3

See List of Professors in Ananda Mondal University(Florida International University)