Manju Dabass

A convolution neural network with multi-level convolutional and attention learning for classification of cancer grades and tissue structures in colon histopathological images

Manju Dabass, Sharda Vashisth, Rekha Vig · Computers in Biology and Medicine · 2022 · 63 citations

Convolutional Neural Network, Engineering, Digital Pathology +16

A hybrid U-Net model with attention and advanced convolutional learning modules for simultaneous gland segmentation and cancer grade prediction in colorectal histopathological images

Manju Dabass, Jyoti Dabass, Sharda Vashisth et al. · Intelligence-Based Medicine · 2023 · 38 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +26

An Atrous Convolved Hybrid Seg-Net Model with residual and attention mechanism for gland detection and segmentation in histopathological images

Manju Dabass, Jyoti Dabass · Computers in Biology and Medicine · 2023 · 32 citations

Convolutional Neural Network, Image Analysis, Engineering +13

Attention-Guided deep atrous-residual U-Net architecture for automated gland segmentation in colon histopathology images

Manju Dabass, Sharda Vashisth, Rekha Vig · Informatics in Medicine Unlocked · 2021 · 24 citations · Full text

MTU: A multi-tasking U-net with hybrid convolutional learning and attention modules for cancer classification and gland Segmentation in Colon Histopathological Images

Manju Dabass, Sharda Vashisth, Rekha Vig · Computers in Biology and Medicine · 2022 · 22 citations

Convolutional Neural Network, Image Classification, Image Analysis +15