Preetham Kumar

20 papers Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Review of Deep Learning-Based Retinal Layer Integrity Assessment in Optical Coherence Tomography (OCT).
IEEE Access
T. K. Shivaprasad, Preetham Kumar, Veena Mayya, Sulatha V. Bhandary, T. Shreekumar
2025 J jnl
EndoDSR: Automatic Detection, Segmentation, and Restoration of Artifacts in Helicobacter pylori Infection Using Endoscopic Images.
IEEE Access
Jovita Relasha Lewis, Sameena Pathan, Preetham Kumar, Cifha Crecil Dias
2025 J jnl
Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact.
IEEE Access
K. C. Pavithra, Preetham Kumar, M. Geetha, Sulatha V. Bhandary, K. B. Ajitha Shenoy, Guruprasad Rao, Steven Lawrence Fernandes, Akshat Tulsani
2024 J jnl
AI in Endoscopic Gastrointestinal Diagnosis: A Systematic Review of Deep Learning and Machine Learning Techniques.
IEEE Access
Jovita Relasha Lewis, Sameena Pathan, Preetham Kumar, Cifha Crecil Dias
2024 — conf
An Automatic Segmentation of Polyp in Colorectal Cancer Using U-Net.
MIND (1)
Jovita Relasha Lewis, Sameena Pathan, Preetham Kumar, Cifha Crecil Dias
2024 J jnl
FFA-Lens: Lesion detection tool for chronic ocular diseases in Fluorescein angiography images.
SoftwareX
Veena K. M., Venkat Tummala, Yuva Sahith Varma Sangaraju, Marreddy Sai Vineel Reddy, Preetham Kumar, Veena Mayya, Uma Kulkarni, Sulatha V. Bhandary, Shailaja S.
2024 J jnl
WBIN-Tree: A Single Scan Based Complete, Compact and Abstract Tree for Discovering Rare and Frequent Itemset Using Parallel Technique.
IEEE Access
Shwetha Rai, Preetham Kumar, Nakul Shetty, M. Geetha, B. Giridhar
2023 J jnl
An automated classification framework for glaucoma detection in fundus images using ensemble of dynamic selection methods.
Prog. Artif. Intell.
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
2021 J jnl
Automated segmentation and classification of retinal features for glaucoma diagnosis.
Biomed. Signal Process. Control.
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai, Sulatha V. Bhandary
2021 J jnl
Novel ensemble of optimized CNN and dynamic selection techniques for accurate Covid-19 screening using chest CT images.
Comput. Biol. Medicine
Sameena Pathan, P. C. Siddalingaswamy, Preetham Kumar, Manohara Pai M. M., Tanweer Ali, U. Rajendra Acharya
2019 J jnl
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms.
Medical Biol. Eng. Comput.
Vasundhara Acharya, Preetham Kumar
2018 J jnl
Identification and red blood cell automated counting from blood smear images using computer-aided system.
Medical Biol. Eng. Comput.
Vasundhara Acharya, Preetham Kumar
2018 — conf
Segmentation of Pap Smear Images to Diagnose Cervical Cancer Types and Stages.
ICACCI
Vasundhara Acharya, Preetham Kumar
2018 — conf
The Role of Color and Texture Features in Glaucoma Detection.
ICACCI
Sumaiya Pathan, Preetham Kumar, Radhika M. Pai
2017 — conf
Automatic detection of acute myeloid leukemia from microscopic blood smear image.
ICACCI
Preetham Kumar, Shazad Maneck Udwadia
2017 — conf
Identification and red blood cell classification using computer aided system to diagnose blood disorders.
ICACCI
Vasundhara Acharya, Preetham Kumar
2015 J jnl
An Improvised Frequent Pattern Tree Based Association Rule Mining Technique with Mining Frequent Item Sets Algorithm and a Modified Header Table.
CoRR
Vandit Agarwal, Mandhani Kushal, Preetham Kumar
2012 J jnl
Top Down Approach to find Maximal Frequent Item Sets using Subset Creation
CoRR
H. K. Jnanamurthy, Vishesh H. V., Vishruth Jain, Preetham Kumar, Radhika M. Pai
2010 — conf
Attribute -TID Method for Discovering Sequence of Attributes.
ICDEM
Preetham Kumar, V. S. Ananthanarayana
2010 — conf
Mining Single Pass Weighted Pattern Tree.
ICDEM
Olivia Castelino, Preetham Kumar, Srivatsa Maddodi