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Research & Selected Publications

Enhancing deep learning interpretability for hand-crafted feature-guided histologic image classification via weak-to-strong generalization
Authors:

Fan Z, Lu C, Yue J, one or more additional authors omitted Li H

Journal & Year:

J Med Imaging (Bellingham) | 2026

A computation-efficient network with feature aggregation for cancer subtype classification on histopathological images
Authors:

Fan Z, Zhang C, Sun L, one or more additional authors omitted Li H

Journal & Year:

Eng Appl Artif Intell | 2025

Semi-supervised semantic segmentation of cell nuclei with diffusion model and collaborative learning
Authors:

Shao Z, Sengupta S, Anastasio MA, Li H

Journal & Year:

J Med Imaging (Bellingham) | 2025

SpatialDeX Is a Reference-Free Method for Cell-Type Deconvolution of Spatial Transcriptomics Data in Solid Tumors
Authors:

Liu X, Tang G, Chen Y, one or more additional authors omitted Li H, Wang X

Journal & Year:

Cancer Res | 2025

A medical image classification method based on self-regularized adversarial learning
Authors:

Fan Z, Zhang X, Ruan S, one or more additional authors omitted Li H

Journal & Year:

Med Phys | 2024

Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework
Authors:

Fan Z, Gong P, Tang S, one or more additional authors omitted Li H

Journal & Year:

Med Image Anal | 2023