Author

Jiaju Huang

Observed name: Huang, Jiaju

Institution: Macao Polytechnic University

Observed institution: Macao Polytechnic University

ORCID: 0000-0002-8979-0031

Observed ORCID: 0000-0002-8979-0031

OpenAlex ID: A5121976122

Multi-omics deep learning improves FDG PET-CT-based long-term prognostication of breast cancer

2026 · Xinglong Liang, Tianyu Zhang, et al. · npj Precision Oncology · 8

SGAFNet: Robust brain tumor segmentation via learnable sequence-guided adaptive fusion in available MRI acquisitions

2026 · Zhuoneng Zhang, Luyi Han, et al. · Computerized Medical Imaging and Graphics · 3

Anatomy-guided prompting with cross-modal self-alignment for whole-body PET-CT breast cancer segmentation

2026 · Jiaju Huang, Xiao Yang, et al. · Medical Image Analysis · 2

MRICombo: a deep-learning-based framework for universal volumetric segmentation grading-staging and malignancy detection across heterogeneous MRI

2026 · Zhuoneng Zhang, Luyi Han, et al. · Nature Communications · 1

SABPI-Net: A Structure-Aware Bidirectional Proxy Interaction Network for Infantile Retinal Disease Diagnosis

2026 · Shaobin Chen, Xinyu Zhao, et al. · IEEE Transactions on Medical Imaging · 1

UA-MAE: An Uncertainty-Aware Masked Autoencoder for Breast Lesion Segmentation in Ultrasound Images

2025 · Xiangyu Xiong, Yue Sun, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 1

Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents

2026 · Huang, Jiaju, Chen, Shaobin, et al. · arXiv (Cornell University)

Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging

2026 · Xiangyu Xiong, Dengqiang Jia, et al. · Lecture notes in computer science

MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

2026 · Zefeng Liu, Yaofei Duan, et al. · Lecture notes in computer science

Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis

2026 · Xinglong Liang, Tianyu Zhang, et al. · Lecture notes in computer science

Can Jev Judge Radiology Reports? Evaluating a System One Model for Clinical Factuality

2026 · Huang, Jiaju, Yang, Hao, et al. · arXiv (Cornell University)

Pretrained, Curriculum-Tuned, and Ensembled: A Tracer-Aware Interactive Segmentation Pipeline for AutoPET V

2026 · Liang, Xinglong, Lu, Chunyao, et al. · arXiv (Cornell University)

Leveraging modality-guided pre-training for dual-prompt-driven multi-cancer PET-CT segmentation

2026 · Xinglong Liang, Jiaju Huang, et al. · Medical Image Analysis

Less is More: Efficient PET/CT Segmentation and Multimodal Prediction of Recurrence-Free Survival and HPV Status in Head and Neck Cancer

2026 · Lishan Cai, XingLong Liang, et al. · Lecture notes in computer science

Works count: 17

Citation count: 19

H-index: 3

I10-index: