Ananda Mohan Mondal

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Feature Selection And Classification

Graph Theoretic

Top Venues

Publications

Zhuomin Chen, Jiaxing Zhang, Jingchao Ni, Xiaoting Li, Yuchen Bian, Md Mezbahul Islam, Ananda Mohan Mondal, Hua Wei, Dongsheng Luo
Interpreting Graph Neural Networks with In-Distributed Proxies. CoRR (2024)
Masrur Sobhan, Ananda Mohan Mondal
Evaluating SHAP's Robustness in Precision Medicine: Effect of Filtering and Normalization. BIBM (2023)
Raihanul Bari Tanvir, Ricardo Ruiz, Samuel Ebert, Masrur Sobhan, Abdullah Al Mamun, Ananda Mohan Mondal
Quantifying Intratumor Heterogeneity by Key Genes Selected Using Concrete Autoencoder. PReMI (2023)
Raihanul Bari Tanvir, Masrur Sobhan, Ananda Mohan Mondal
An Autoencoder Based Bioinformatics Framework for Predicting Prognosis of Breast Cancer Patients. BIBM (2022)
Masrur Sobhan, Ananda Mohan Mondal
Explainable Machine Learning to Identify Patient-specific Biomarkers for Lung Cancer. BIBM (2022)
Masrur Sobhan, Daniela Leizaola, Anuradha Godavarty, Ananda Mohan Mondal
Subject Skin Tone Classification with Implications in Wound Imaging using Deep Learning. CSCI (2022)
Raihanul Bari Tanvir, Ananda Mohan Mondal
Stage-Specific Co-expression Network Analysis for Cancer Biomarker Discovery. BIBM (2020)
Mona Maharjan, Raihanul Bari Tanvir, Kamal Chowdhury, Wenrui Duan, Ananda Mohan Mondal
Computational identification of biomarker genes for lung cancer considering treatment and non-treatment studies. BMC Bioinform. (9) (2020)
Abdullah Al Mamun, Masrur Sobhan, Raihanul Bari Tanvir, Charles J. Dimitroff, Ananda Mohan Mondal
Deep Learning to Discover Cancer Glycome Genes Signifying the Origins of Cancer. BIBM (2020)
Abdullah Al Mamun, Wenrui Duan, Ananda Mohan Mondal
Pan-cancer Feature Selection and Classification Reveals Important Long Non-coding RNAs. BIBM (2020)
Masrur Sobhan, Abdullah Al Mamun, Raihanul Bari Tanvir, Mario Jacas Alfonso, Pablo Valle, Ananda Mohan Mondal
Deep Learning to Discover Genomic Signatures for Racial Disparity in Lung Cancer. BIBM (2020)
Raihanul Bari Tanvir, Tasmia Aqila, Mona Maharjan, Abdullah Al Mamun, Ananda Mohan Mondal
Graph Theoretic and Pearson Correlation-Based Discovery of Network Biomarkers for Cancer. Data 4 (2) (2019)
Tasmia Aqila, Abdullah Al Mamun, Ananda Mohan Mondal
Pseudotime Based Discovery of Breast Cancer Heterogeneity. BIBM (2019)
Abdullah Al Mamun, Ananda Mohan Mondal
Long Non-coding RNA Based Cancer Classification using Deep Neural Networks. BCB (2019)
Raihanul Bari Tanvir, Mona Maharjan, Ananda Mohan Mondal
Community Based Cancer Biomarker Identification from Gene Co-expression Network. BCB (2019)
Tasmia Aqila, Ananda Mohan Mondal
Pseudotime Based Analysis of Cancer Dynamics. BCB (2019)
Raihanul Bari Tanvir, Ananda Mohan Mondal
Cancer Biomarker Discovery from Gene Co-expression Networks Using Community Detection Methods. BIBM (2019)
Nelson Zange Tsaku, Sai Chandra Kosaraju, Tasmia Aqila, Mohammad Masum, Dae Hyun Song, Ananda Mohan Mondal, Hyun Min Koh, Mingon Kang
Texture-based Deep Learning for Effective Histopathological Cancer Image Classification. BIBM (2019)
Abdullah Al Mamun, Ananda Mohan Mondal
Feature Selection and Classification Reveal Key lncRNAs for Multiple Cancers. BIBM (2019)
Ananda Mohan Mondal, Cornelia Ada Schultz, Markea Sheppard, Jasmine Carson, Raihanul Bari Tanvir, Tasmia Aqila
Graph Theoretic Concepts as the Building Blocks for Disease Initiation and Progression at Protein Network Level: Identification and Challenges. BIBM (2018)
Dominic K. Bett, Ananda Mohan Mondal
Diffusion kernel to identify missing PPIs in protein network biomarker. BIBM (2015)
Prayas Timalsina, Kevin Charles, Ananda Mohan Mondal
STRING PPI Score to Characterize Protein Subnetwork Biomarkers for Human Diseases and Pathways. BIBE (2014)
Ananda Mohan Mondal, Jianjun Hu
Scored Protein-Protein Interaction to Predict Subcellular Localizations for Yeast Using Diffusion Kernel. PReMI (2013)
Ananda Mohan Mondal, Jianjun Hu
Mutation analysis of disease causing proteins. BIBM Workshops (2012)