4 citations · 6 across the 4 of their papers we have counts for
5 papers
WBCBench 2026: A Challenge for Robust White Blood Cell Classification Under Class Imbalance
Xin Tian, Xudong Ma, Tianqi Yang +4
We present WBCBench 2026, an ISBI challenge and benchmark for automated WBC classification designed to stress-test algorithms under three key difficulties: (i) severe class imbalan…
Mamba-Based Ensemble learning for White Blood Cell Classification
Lewis Clifton, Xin Tian, Duangdao Palasuwan +3
White blood cell (WBC) classification assists in assessing immune health and diagnosing various diseases, yet manual classification is labor-intensive and prone to inconsistencies.…
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
Optical coherence tomography (OCT) and confocal microscopy are pivotal in retinal imaging, offering distinct advantages and limitations. In vivo OCT offers rapid, non-invasive imag…
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
In the realm of medical image fusion, integrating information from various modalities is crucial for improving diagnostics and treatment planning, especially in retinal health, whe…
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
Optical coherence tomography (OCT) and confocal microscopy are pivotal in retinal imaging, each presenting unique benefits and limitations. In-vivo OCT offers rapid, non-invasive i…