activity
20182022
most citedTransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

506 citations · 879 across the 13 of their papers we have counts for

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Showing 2019Show all

6 papers · 1 filter

eess.IV2019★ 73 cited

OpenWSI: a low-cost, high-throughput whole slide imaging system via single-frame autofocusing and open-source hardware

Chengfei Guo, Zichao Bian, Shaowei Jiang +7

Recent advancements in whole slide imaging (WSI) have moved pathology closer to digital practice. Existing systems require precise mechanical control and the cost is prohibitive fo…

eess.IV2019★ 5 cited

PgNN: Physics-guided Neural Network for Fourier Ptychographic Microscopy

Yongbing Zhang, Yangzhe Liu, Xiu Li +4

Fourier ptychography (FP) is a newly developed computational imaging approach that achieves both high resolution and wide field of view by stitching a series of low-resolution imag…

eess.IV2019★ 21 cited

Rapid and robust whole slide imaging based on LED-array illumination and color-multiplexed single-shot autofocusing

Shaowei Jiang, Zichao Bian, Xizhi Huang +4

Background: The use of whole slide imaging (WSI) for digital pathology has recently been cleared for primary diagnosis in the US. A conventional WSI system scans the tissue slide t…

physics.optics2019★ 75 cited

Full-field Fourier ptychography (FFP): spatially varying pupil modeling and its application for rapid field-dependent aberration metrology

Pengming Song, Shaowei Jiang, He Zhang +3

Digital aberration measurement and removal play a prominent role in computational imaging platforms aimed at achieving simple and compact optical arrangements. A recent important c…

cs.LG2019★ 8 cited

On the Mathematical Understanding of ResNet with Feynman Path Integral

Minghao Yin, Xiu Li, Yongbing Zhang +1

In this paper, we aim to understand Residual Network (ResNet) in a scientifically sound way by providing a bridge between ResNet and Feynman path integral. In particular, we prove…

physics.optics2019★ 72 cited

Near-field Fourier ptychography: super-resolution phase retrieval via speckle illumination

He Zhang, Shaowei Jiang, Jun Liao +4

Achieving high spatial resolution is the goal of many imaging systems. Designing a high-resolution lens with diffraction-limited performance over a large field of view remains a di…