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Author

Manju Dabass

ORCID: 0000-0002-9040-3158
Observed ORCID: 0000-0002-9040-3158
OpenAlex ID: A5020156649
A convolution neural network with multi-level convolutional and attention learning for classification of cancer grades and tissue structures in colon histopathological images
2022 · Manju Dabass, Sharda Vashisth, et al. · Computers in Biology and Medicine · 80
A hybrid U-Net model with attention and advanced convolutional learning modules for simultaneous gland segmentation and cancer grade prediction in colorectal histopathological images
2023 · Manju Dabass, Jyoti Dabass, et al. · Intelligence-Based Medicine · 42
An Atrous Convolved Hybrid Seg-Net Model with residual and attention mechanism for gland detection and segmentation in histopathological images
2023 · Manju Dabass, Jyoti Dabass · Computers in Biology and Medicine · 36
MTU: A multi-tasking U-net with hybrid convolutional learning and attention modules for cancer classification and gland Segmentation in Colon Histopathological Images
2022 · Manju Dabass, Sharda Vashisth, et al. · Computers in Biology and Medicine · 29
Attention-Guided deep atrous-residual U-Net architecture for automated gland segmentation in colon histopathology images
2021 · Manju Dabass, Sharda Vashisth, et al. · Informatics in Medicine Unlocked · 27
Five-grade cancer classification of colon histology images via deep learning
2019 · Manju Dabass, Rekha Vig, et al. · CRC Press eBooks · 22
Review of Histopathological Image Segmentation via current Deep Learning Approaches
2018 · Manju Dabass, Rekha Vig, et al. · International Conference on Computing, Communication and Automation · 21
Effectiveness of Region Growing Based Segmentation Technique for Various Medical Images - A Study
2018 · Manju Dabass, Sharda Vashisth, et al. · Communications in computer and information science · 13
FuzzyDeepNets based feature extraction for classification of mammograms
2023 · Jyoti Dabass, Manju Dabass, et al. · Intelligence-Based Medicine · 8
Preprocessing Techniques for Colon Histopathology Images
2020 · Manju Dabass, Jyoti Dabass · Lecture notes in electrical engineering · 8
Review of Classification Techniques Using Deep Learning for Colorectal Cancer Imaging Modalities
2019 · Manju Dabass, Sharda Vashisth, et al. · International Conference on Signal Processing and Integrated Networks (SPIN) · 8
Effect Analysis of Contrast Enhancement Techniques on Cancer Classification in Colon Histopathology Images Using Machine Learning
2020 · Manju Dabass, Sharda Vashisth, et al. · Communications in computer and information science · 6
Denoising, Edge Correction, and Enhancement of Breast Cancer Ultrasound Images
2020 · Jyoti Dabass, Manju Dabass · Lecture notes in electrical engineering · 5
Revolutionizing healthcare and medical education using augmented reality, virtual reality, and extended reality
2024 · Jyoti Dabass, Manju Dabass, et al. · Elsevier eBooks · 4
Automated Mucous Glands Detection and Segmentation in Colon Histology Images Using Semantic Segmentation
2020 · Manju Dabass, Jyoti Dabass · Communications in computer and information science · 4
Segmentation of Noisy Mammograms Using Hybrid Techniques
2020 · Jyoti Dabass, Manju Dabass · Lecture notes in electrical engineering · 3
Detection from Chest X‐Ray Images Based on Modified Deep Learning Approach
2024 · Jyoti Dabass, Manju Dabass, et al. · Wiley eBooks · 2
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Lung Segmentation in CT scans with Residual Convolutional and Attention Learning-based U-Net
2023 · Manju Dabass, Anuj Chandalia, et al. · International Conference on Recent Advances in Electrical, Electronics & Digital Healthcare Technologies (REEDCON) · 2
Deep Learning Based Ensemble Model for Pulmonary Cancer Segmentation in CT Images
2025 · Manju Dabass, Jitender Singh Virk, et al. · Lecture notes in networks and systems
Effective Deep Learning-Based Methodology for Cancer Classification in Lung CT Images
2025 · Manju Dabass, Jitender Singh Virk, et al. · Algorithms for intelligent systems
An Attention-Based Deep Learning Model for Enhanced Pulmonary Nodule Diagnosis
2025 · Manju Dabass, Anuj Chandalia, et al. · Algorithms for intelligent systems
Streamlined Speech Recognition Model for Automated Radiology Reporting Employing Combined Automatic Speech Recognition Model, Large Language Model, and Prompt Engineering
2025 · Manju Dabass, Mohammed M. Jabeer, et al. · Lecture notes in electrical engineering
Leveraging MLP Mixer for Improved Melanoma Diagnosis Using Skin Lesion Images
2025 · Jyoti Dabass, Bhupender Singh Dabass, et al. · Springer eBooks
Contributors
2024 · R. Ahamed, M. Anandaraj, et al. · Elsevier eBooks
Attention and Residual-Atrous Convolutional Learning-Based CNN Architecture for Lung Nodule Segmentation and Classification
2024 · Manju Dabass, Anuj Chandalia, et al. · Lecture notes in networks and systems
Works count: 29
Citation count: 320
H-index: 8
I10-index: 8
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