Lipi B. Mahanta

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Automated Classification

Multiple Classes

Top Venues

J. Medical Syst.

Appl. Soft Comput.

Artif. Intell. Medicine

Publications

Elima Hussain, Lipi B. Mahanta, Khurshid A. Borbora, Himakshi Borah, Saswati S. Choudhury
Exploring explainable artificial intelligence techniques for evaluating cervical intraepithelial neoplasia (CIN) diagnosis using colposcopy images. Expert Syst. Appl. 249 (2024)
Lipi B. Mahanta, Elima Hussain, Navarun Das, Lopamudra Kakoti, Manish Chowdhury
IHC-Net: A fully convolutional neural network for automated nuclear segmentation and ensemble classification for Allred scoring in breast pathology. Appl. Soft Comput. 103 (2021)
Subrat K. Dutta, Sudarshan Saikia, Abhilasa Barman, Ritumoni Roy, Kangkana Bora, Lipi B. Mahanta, R. Suresh
Study on enhanced deep learning approaches for value-added identification and segmentation of striation marks in bullets for precise firearm classification. Appl. Soft Comput. 112 (2021)
Navarun Das, Elima Hussain, Lipi B. Mahanta
Automated classification of cells into multiple classes in epithelial tissue of oral squamous cell carcinoma using transfer learning and convolutional neural network. Neural Networks 128 (2020)
Daisy Das, Lipi B. Mahanta, Shabnam Ahmed, Basanta Kr. Baishya
A study on MANOVA as an effective feature reduction technique in classification of childhood medulloblastoma and its subtypes. Netw. Model. Anal. Health Informatics Bioinform. 9 (1) (2020)
Elima Hussain, Lipi B. Mahanta, Chandana Ray Das, Manjula Choudhury, Manish Chowdhury
A shape context fully convolutional neural network for segmentation and classification of cervical nuclei in Pap smear images. Artif. Intell. Medicine 107 (2020)
Daisy Das, Lipi B. Mahanta
On the Study of Childhood Medulloblastoma Auto Cell Segmentation from Histopathological Tissue Samples. PReMI (2) (2019)
Lipi B. Mahanta, Kangkana Bora, Sourav Jyoti Kalita, Priyangshu Yogi
Automated Counting of Platelets and White Blood Cells from Blood Smear Images. PReMI (2) (2019)
Manas Jyoti Das, Lipi B. Mahanta
Design and Analysis of an Isotropic Wavelet Features-Based Classification Algorithm for Adenocarcinoma and Squamous Cell Carcinoma of Lung Histological Images. PReMI (2) (2019)
Daisy Das, Lipi B. Mahanta, Shabnam Ahmed, Basanta Kr. Baishya, Inamul Haque
Study on Contribution of Biological Interpretable and Computer-Aided Features Towards the Classification of Childhood Medulloblastoma Cells. J. Medical Syst. 42 (8) (2018)
Soma Banerjee, Monjoy Saha, Indu Arun, Bijan Basak, Sanjit Agarwal, Rosina Ahmed, Sanjoy Chatterjee, Lipi B. Mahanta, Chandan Chakraborty
Near-set Based Mucin Segmentation in Histopathology Images for Detecting Mucinous Carcinoma. J. Medical Syst. 41 (9) (2017)
Kangkana Bora, Manish Chowdhury, Lipi B. Mahanta, Malay Kumar Kundu, Anup Kumar Das
Automated classification of Pap smear images to detect cervical dysplasia. Comput. Methods Programs Biomed. 138 (2017)
Kangkana Bora, Manish Chowdhury, Lipi B. Mahanta, Malay Kumar Kundu, Anup Kumar Das
Pap smear image classification using convolutional neural network. ICVGIP (2016)