Venkataramana Gadhamshetty

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Computational Methods

Stainless Steel

Natural Language Processing

Image Segmentation

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Mach. Learn. Knowl. Extr.

Publications

Shiva Aryal, Tuyen Do, Bisesh Heyojoo, Sandeep Chataut, Bichar Dip Shrestha Gurung, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
Leveraging Multi-AI Agents for Cross-Domain Knowledge Discovery. CoRR (2024)
Bichar Dip Shrestha Gurung, Anup Khanal, Timothy W. Hartman, Tuyen Do, Sandeep Chataut, Carol Lushbough, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
Transformer in Microbial Image Analysis: A Comparative Exploration of TransUNet, UNet, and DoubleUNet for SEM Image Segmentation. BIBM (2023)
Alain Bertrand Bomgni, Dialo Abdala, Bichar Dip Shrestha Gurung, Marcellin Julius Antonio Nkenlifack, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
Fine-tuning a pre-trained Transformers-based model for gene name entity recognition in biomedical text using a customized dataset: case of Desulfovibrio vulgaris Hildenborough. BIBM (2023)
Shankarachary Ragi, Md Hafizur Rahman, Jamison Duckworth, Kalimuthu Jawaharraj, Parvathi Chundi, Venkataramana Gadhamshetty
Artificial Intelligence-Driven Image Analysis of Bacterial Cells and Biofilms. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Ramesh Devadig, Bichar Dip Shrestha Gurung, Etienne Z. Gnimpieba, Bharath Jasthi, Venkataramana Gadhamshetty
Computational methods for biofouling and corrosion-resistant graphene nanocomposites. A transdisciplinary approach. BIBM (2023)
Alain Bertrand Bomgni, Claude Epiphanie Mbotchack Ngale, Shiva Aryal, Marcellin Julius Antonio Nkenlifack, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
NLPADADE: Leveraging Natural Language Processing for Automated Detection of Adverse Drug Effects. BIBM (2023)
Tuyen Do, Bichar Dip Shrestha Gurung, Shiva Aryal, Anup Khanal, Sandeep Chataut, Venkataramana Gadhamshetty, Carol Lushbough, Etienne Z. Gnimpieba
Utilizing XGBoost for the Prediction of Material Corrosion Rates from Embedded Tabular Data using Large Language Model. BIBM (2023)
Md Hasanur Rahman, Vidya Bommanapally, Dilanga Abeyrathna, Md Ashaduzzman, Manoj Tripathi, Mahzuzah Zahan, Mahadevan Subramaniam, Venkataramana Gadhamshetty
Machine Learning-Assisted Optical Detection of Multilayer Hexagonal Boron Nitride for Enhanced Characterization and Analysis. BIBM (2023)
Md Hafizur Rahman, Md. Ali Azam, Md. Abir Hossen, Shankarachary Ragi, Venkataramana Gadhamshetty
BiofilmScanner: A Computational Intelligence Approach to Obtain Bacterial Cell Morphological Attributes from Biofilm Image. CoRR (2023)
Vidya Bommanapally, Mahadevan Subramaniam, Suvarna Talluri, Venkataramana Gadhamshetty, Juneau Jones
Self-Supervised Scribble-based Segmentation of Single Cells in Biofilms. BIBM (2023)
Adithi D. Chakravarthy, Dilanga Abeyrathna, Mahadevan Subramaniam, Parvathi Chundi, Venkataramana Gadhamshetty
Semantic Image Segmentation Using Scant Pixel Annotations. Mach. Learn. Knowl. Extr. 4 (3) (2022)
Sam Haas, Timothy W. Hartman, Bichar Dip Shrestha Gurung, Tuyen Do, Rajesh Kumar Sani, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
Using BASIN-ML for Machine Learning-Based Statistical Analysis and Reporting for Biofilm Datasets. BIBM (2022)
Vidya Bommanapally, Md Ashaduzzman, Mahadevan Subramaniam, Suvarna Talluri, Venkataramana Gadhamshetty
Leveraging Weak annotations for Deep learning tasks on Biofilm Images. BIBM (2022)
Bichar Dip Shrestha Gurung, Ramesh Devadig, Tuyen Do, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba
U-Net Based Image Segmentation Techniques for Development of Non-Biocidal Fouling-Resistant Ultra-Thin Two-dimensional (2D) Coatings. BIBM (2022)
William Gasper, Jiahao Ma, Dario Ghersi, Etienne Z. Gnimpieba, Venkataramana Gadhamshetty, Parvathi Chundi
Automatic Extension of Medical Subject Headings (MeSH) Thesaurus to Emerging Research. BIBM (2021)
Ernest Basile Fotseu Fotseu, Thierry Kongne Nembot, Rajesh K. Sani, Venkataramana Gadhamshetty, Etienne Z. Gnimpieba, Alain Bertrand Bomgni
GenNER - A highly scalable and optimal NER method for text-based gene and protein recognition. BIBM (2021)