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

506 citations · 736 across the 7 of their papers we have counts for

collaborators

10 papers

physics.optics20222 cited

Lensless coherent diffraction imaging based on spatial light modulator with unknown modulation curve

Hao Sha, Chao He, Shaowei Jiang +6

Lensless imaging is a popular research field for the advantages of small size, wide field-of-view and low aberration in recent years. However, some traditional lensless imaging met…

physics.optics2021

Deep-3D Microscope: 3D volumetric microscopy of thick scattering samples using a wide-field microscope and machine learning

Bowen Li, Shiyu Tan, Jiuyang Dong +4

Confocal microscopy is the standard approach for obtaining volumetric images of a sample with high axial and lateral resolution, especially when dealing with scattering samples. Un…

cs.CV2021506 cited

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Zhuchen Shao, Hao Bian, Yang Chen +4

Multiple instance learning (MIL) is a powerful tool to solve the weakly supervised classification in whole slide image (WSI) based pathology diagnosis. However, the current MIL met…

eess.IV201973 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

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

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…