228 citations · 509 across the 18 of their papers we have counts for
6 papers · 1 filter
Large dynamic range autorefraction with a low-cost diffuser wavefront sensor
Gregory N. McKay, Faisal Mahmood, Nicholas J. Durr
Wavefront sensing with a thin diffuser has emerged as a potential low-cost alternative to a lenslet array for aberrometry. Diffuser wavefront sensors (DWS) have previously relied o…
Multimodal Densenet
Faisal Mahmood, Ziyun Yang, Thomas Ashley +1
Humans make accurate decisions by interpreting complex data from multiple sources. Medical diagnostics, in particular, often hinge on human interpretation of multi-modal informatio…
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images
Faisal Mahmood, Daniel Borders, Richard Chen +4
Nuclei segmentation is a fundamental task that is critical for various computational pathology applications including nuclei morphology analysis, cell type classification, and canc…
DeepLSR: a deep learning approach for laser speckle reduction
Taylor L. Bobrow, Faisal Mahmood, Miguel Inserni +1
Speckle artifacts degrade image quality in virtually all modalities that utilize coherent energy, including optical coherence tomography, reflectance confocal microscopy, ultrasoun…
A note on invariant constant curvature immersions in Minkowski space
François Fillastre, Graham Smith
Let be a compact, orientable surface of hyperbolic type. Let be a pair of negative numbers and let be a pair of marked metrics over of constant cur…
Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images
Faisal Mahmood, Richard Chen, Sandra Sudarsky +2
Deep learning has emerged as a powerful artificial intelligence tool to interpret medical images for a growing variety of applications. However, the paucity of medical imaging data…