1 citations · 1 across the 4 of their papers we have counts for
4 papers
Standardizing Medical Images at Scale for AI
Callen MacPhee, Yiming Zhou, Koichiro Kishima +1
Deep learning has achieved remarkable success in medical image analysis, yet its performance remains highly sensitive to the heterogeneity of clinical data. Differences in imaging…
Physical Data Embedding for Memory Efficient AI
Callen MacPhee, Yiming Zhou, Bahram Jalali
Deep neural networks (DNNs) have achieved exceptional performance across various fields by learning complex, nonlinear mappings from large-scale datasets. However, they face challe…
Time Stretch with Continuous-Wave Lasers
Tingyi Zhou, Yuta Goto, Takeshi Makino +6
A single-shot measurement technique for ultrafast phenomena with high throughput enables the capture of rare events within a short time scale, facilitating the exploration of rare…
Phase-Stretch Adaptive Gradient-Field Extractor (PAGE)
Callen MacPhee, Madhuri Suthar, Bahram Jalali
Phase-Stretch Adaptive Gradient-Field Extractor (PAGE) is an edge detection algorithm that is inspired by physics of electromagnetic diffraction and dispersion. A computational ima…