3 citations · 6 across the 6 of their papers we have counts for
6 papers
CDS: Counterfactual Directionality Score for Structured Interventions in Spatial Graphs
Humaira Anzum, Md Ishtyaq Mahmud, Jagan Mohan Reddy Dwarampudi +1
Quantifying directional influence between node populations is a fundamental problem in graph-based modeling, particularly in spatial biological systems where cell-cell interactions…
hSNMF: Hybrid Spatially Regularized NMF for Image-Derived Spatial Transcriptomics
Md Ishtyaq Mahmud, Veena Kochat, Suresh Satpati +4
High-resolution spatial transcriptomics platforms, such as Xenium, generate single-cell images that capture both molecular and spatial context, but their extremely high dimensional…
Benchmarking Dimensionality Reduction Techniques for Spatial Transcriptomics
Md Ishtyaq Mahmud, Veena Kochat, Suresh Satpati +3
We introduce a unified framework for evaluating dimensionality reduction techniques in spatial transcriptomics beyond standard PCA approaches. We benchmark six methods PCA, NMF, au…
A Deep Analysis of Transfer Learning Based Breast Cancer Detection Using Histopathology Images
Md Ishtyaq Mahmud, Muntasir Mamun, Ahmed Abdelgawad
Breast cancer is one of the most common and dangerous cancers in women, while it can also afflict men. Breast cancer treatment and detection are greatly aided by the use of histopa…
LCDctCNN: Lung Cancer Diagnosis of CT scan Images Using CNN Based Model
Muntasir Mamun, Md Ishtyaq Mahmud, Mahabuba Meherin +1
The most deadly and life-threatening disease in the world is lung cancer. Though early diagnosis and accurate treatment are necessary for lowering the lung cancer mortality rate. A…
A Deep Analysis of Hybrid-Multikey-PUF
Md Ishtyaq Mahmud, Ahmed Abdelgawad, Venkata P. Yanambaka
Unique key generation is essential for encryption purposes between Internet of Things (IoT) devices. To produce a unique key for this encryption, Physical Unclonable Functions (PUF…