Yige Peng

15 papers Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs.
CoRR
Yuezhe Yang, Hao Wang, Yige Peng, Jinman Kim, Lei Bi
2025 Misc conf
mmDFC: Multi-Modality Dynamic Fusion and Modal-Decoupled Alternating Optimization for Retinal Vessel Occlusion Prognosis.
DICTA
Xinyu Huo, Yige Peng, Yupeng Xu, Jinman Kim, Suqin Yu, Lei Bi
2024 J jnl
Metadata information and fundus image fusion neural network for hyperuricemia classification in diabetes.
Comput. Methods Programs Biomed.
Jin Wei, Yupeng Xu, Hanying Wang, Tian Niu, Yan Jiang, Yinchen Shen, Li Su, Tianyu Dou, Yige Peng, Lei Bi, Xun Xu, Yufan Wang, Kun Liu
2024 J jnl
Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging.
Nat. Mac. Intell.
Sergios Gatidis, Marcel Früh, Matthias Fabritius, Sijing Gu, Konstantin Nikolaou, Christian la Fougère, Jin Ye, Junjun He, Yige Peng, Lei Bi, Jun Ma, Bo Wang, Jia Zhang, Yukun Huang, Lars Heiliger, Zdravko Marinov, Rainer Stiefelhagen, Jan Egger, Jens Kleesiek, Ludovic Sibille, Lei Xiang, Simone Bendazzoli, Mehdi Astaraki, Michael Ingrisch, Clemens C. Cyran, Thomas Küstner
2024 — conf
Semi-Mamba: Improving Medical Image Segmentation via Semi-Automatic Mamba Network.
CGI (3)
Lei Bi, Yige Peng, David Dagan Feng, Jinman Kim
2024 — conf
The Development Status, Challenges and Development Trends in Rehabilitation Robotics: A Review.
i-CREATe
Liyuan Zhang, Yige Peng, Xiaoxuan Qi, Sheng Bao, Jianjun Yuan
2023 — conf
CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images.
EMBC
Yuxin Xue, Yige Peng, Lei Bi, Dagan Feng, Jinman Kim
2023 J jnl
CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images.
CoRR
Yuxin Xue, Yige Peng, Lei Bi, Dagan Feng, Jinman Kim
2023 J jnl
PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial Network.
CoRR
Yuxin Xue, Lei Bi, Yige Peng, Michael J. Fulham, David Dagan Feng, Jinman Kim
2022 J jnl
Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images.
CoRR
Yige Peng, Jinman Kim, Dagan Feng, Lei Bi
2021 — conf
Multi-task Deep Learning for Joint Tumor Segmentation and Outcome Prediction in Head and Neck Cancer.
HECKTOR@MICCAI
Mingyuan Meng, Yige Peng, Lei Bi, Jinman Kim
2021 J jnl
Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning.
CoRR
Yige Peng, Lei Bi, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2020 J jnl
Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search.
CoRR
Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2020 — conf
Multi-modality Information Fusion for Radiomics-Based Neural Architecture Search.
MICCAI (7)
Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
2019 — conf
Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies.
EMBC
Yige Peng, Lei Bi, Yuyu Guo, Dagan Feng, Michael J. Fulham, Jinman Kim