Shallu Sharma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Early Detection

Histopathological Images

Top Venues

IET Image Process.

Publications

Shallu Sharma, Sumit Kumar, Manoj Sharma, Ashish Kalkal
An ensemble of deep CNNs for automatic grading of breast cancer in digital pathology images. Neural Comput. Appl. 36 (11) (2024)
Manoj Sharma, Naresh Kumar, Shallu Sharma, Sumit Kumar, Sukhjinder Singh, Seema Mehandia
Medicinal plants recognition using heterogeneous leaf features: an intelligent approach. Multim. Tools Appl. 83 (17) (2024)
Shallu Sharma, Pravat Kumar Mandal
A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data. ACM Comput. Surv. 55 (2) (2023)
Sumit Kumar, Shallu Sharma
Sub-classification of invasive and non-invasive cancer from magnification independent histopathological images using hybrid neural networks. Evol. Intell. 15 (3) (2022)
Shallu Sharma, Sumit Kumar
The Xception model: A potential feature extractor in breast cancer histology images classification. ICT Express 8 (1) (2022)
Shallu Sharma, Rajesh Mehra, Sumit Kumar
Optimised CNN in conjunction with efficient pooling strategy for the multi-classification of breast cancer. IET Image Process. 15 (4) (2021)
Shallu Sharma, Rajesh Mehra
Effect of layer-wise fine-tuning in magnification-dependent classification of breast cancer histopathological image. Vis. Comput. 36 (9) (2020)
Shallu Sharma, Ranbir Singh Batth
Blockchain Based Decentralized Learning and Resource Sharing. SOFA (2020)
Shallu Sharma, Rajesh Mehra
Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images - a Comparative Insight. J. Digit. Imaging 33 (3) (2020)
Shallu Sharma, Rajesh Mehra
Breast cancer histology images classification: Training from scratch or transfer learning? ICT Express 4 (4) (2018)