Xinzi He

14 papers B 1C 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
M^3-GloDets: Multi-Region and Multi-Scale Analysis of Fine-Grained Diseased Glomerular Detection.
CoRR
Tianyu Shi, Xinzi He, Kenji Ikemura, Mert R. Sabuncu, Yihe Yang, Ruining Deng
2024 J jnl
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration.
CoRR
Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian V. Dalca, Mert R. Sabuncu
2023 J jnl
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing.
CoRR
Xinzi He, Alan Wang, Mert R. Sabuncu
2023 — conf
Neural Pre-processing: A Learning Framework for End-to-End Brain MRI Pre-processing.
MICCAI (8)
Xinzi He, Alan Q. Wang, Mert R. Sabuncu
2022 J jnl
Fully transformer network for skin lesion analysis.
Medical Image Anal.
Xinzi He, Ee-Leng Tan, Hanwen Bi, Xuzhe Zhang, Shijie Zhao, Baiying Lei
2022 J jnl
PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers.
IEEE Trans. Medical Imaging
Xuzhe Zhang, Xinzi He, Jia Guo, Nabil Ettehadi, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang
2021 J jnl
PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer.
CoRR
Xuzhe Zhang, Xinzi He, Jia Guo, Nabil Ettehadi, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang
2021 J jnl
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans.
CoRR
Xinzi He, Jia Guo, Xuzhe Zhang, Hanwen Bi, Sarah E. Gerard, David W. Kaczka, Amin Motahari, Eric A. Hoffman, Joseph M. Reinhardt, R. Graham Barr, Elsa D. Angelini, Andrew Laine
2020 J jnl
Convolutional descriptors aggregation via cross-net for skin lesion recognition.
Appl. Soft Comput.
Zhen Yu, Feng Jiang, Feng Zhou, Xinzi He, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2019 J jnl
Dense Deconvolutional Network for Skin Lesion Segmentation.
IEEE J. Biomed. Health Informatics
Hang Li, Xinzi He, Feng Zhou, Zhen Yu, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2019 J jnl
SANet: Superpixel Attention Network for Skin Lesion Attributes Detection.
CoRR
Xinzi He, Baiying Lei, Tianfu Wang
2018 B conf
Skin Lesion Segmentation via Dense Connected Deconvolutional Network.
ICPR
Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei
2017 C conf
Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network.
ISM
Haijun Lei, Tao Han, Weifeng Huang, Jong Yih Kuo, Zhen Yu, Xinzi He, Baiying Lei
2017 — conf
Skin Lesion Segmentation via Deep RefineNet.
DLMIA/ML-CDS@MICCAI
Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei