Sifan Song

According to our database, Sifan Song authored at least 33 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model.

Zhiling Yan, Sifan Song, Dingjie Song, Yiwei Li, Rong Zhou, Weixiang Sun, Zhennong Chen, Sekeun Kim, Hui Ren, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun

CoRR, July, 2025

Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface.

Siyeop Yoon, Yujin Oh, Pengfei Jin, Sifan Song, Matthew Tivnan, Dufan Wu, Xiang Li, Quanzheng Li

CoRR, May, 2025

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics.

Siyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh, Sekeun Kim, Dufan Wu, Xiang Li, Quanzheng Li

CoRR, May, 2025

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging.

Sifan Song, Siyeop Yoon, Pengfei Jin, Sekeun Kim, Matthew Tivnan, Yujin Oh, Runqi Meng, Ling Chen, Zhiliang Lyu, Dufan Wu, Ning Guo, Xiang Li, Quanzheng Li

CoRR, May, 2025

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts.

Runqi Meng, Sifan Song, Pengfei Jin, Yujin Oh, Lin Teng, Yulin Wang, Yiqun Sun, Ling Chen, Xiang Li, Quanzheng Li, Ning Guo, Dinggang Shen

CoRR, March, 2025

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition.

Jinfeng Wang, Yanhao Huang, Sifan Song, Boqian Wang, Jionglong Su, Jiaman Ding

CoRR, March, 2025

Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model.

Siyeop Yoon, Yujin Oh, Matthew Tivnan, Sifan Song, Pengfei Jin, Sekeun Kim, Hyun Jin Cho, Dufan Wu, Raul Uppot, Quanzheng Li

CoRR, March, 2025

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging.

Yujin Oh, Robert Seifert, Yihan Cao, Christoph Clement, Justin Ferdinandus, Constantin Lapa, Alessandro Liebich, Michelle Amon, Johanna Enke, Sifan Song, Runqi Meng, Fang Zeng, Ning Guo, Xiang Li, Pedram Heidari, Axel Rominger, Kuangyu Shi, Quanzheng Li

CoRR, March, 2025

Implicit Image-to-Image Schrödinger Bridge for image restoration.

Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Sifan Song, Zhennong Chen, Rui Hu, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

Pattern Recognit., 2025

AI-assisted facial analysis in healthcare: From disease detection to comprehensive management.

Chaoyu Lei, Kang Dang, Sifan Song, Zilong Wang, Sien Ping Chew, Ruitong Bian, Xichen Yang, Zhouyu Guan, Claudia Isabel Marques de Abreu Lopes, Mini Hang Wang, Richard Wai Chak Choy, Xiaoyan Hu, Kenneth Ka Hei Lai, Kelvin Kam Lung Chong, Chi Pui Pang, Xuefei Song, Jionglong Su, Xiaowei Ding, Huifang Zhou

Patterns, 2025

ECHOPulse: ECG Controlled Echocardio-gram Video Generation.

Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Xiaowei Yu, Tianze Yang, Tianming Liu, Quanzheng Li, Xiang Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

DualStreamFoveaNet: A Dual Stream Fusion Architecture With Anatomical Awareness for Robust Fovea Localization.

Sifan Song, Jinfeng Wang, Zilong Wang, Hongxing Wang, Jionglong Su, Xiaowei Ding, Kang Dang

IEEE J. Biomed. Health Informatics, December, 2024

EchoFM: Foundation Model for Generalizable Echocardiogram Analysis.

Sekeun Kim, Pengfei Jin, Sifan Song, Cheng Chen, Yiwei Li, Hui Ren, Xiang Li, Tianming Liu, Quanzheng Li

CoRR, 2024

Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning.

Pengfei Jin, Peng Shu, Sekeun Kim, Qing Xiao, Sifan Song, Cheng Chen, Tianming Liu, Xiang Li, Quanzheng Li

CoRR, 2024

ECHOPulse: ECG controlled echocardio-grams video generation.

Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Tianming Liu, Quanzheng Li, Xiang Li

CoRR, 2024

Contrastive Learning Via Equivariant Representation.

Sifan Song, Jinfeng Wang, Qiaochu Zhao, Xiang Li, Dufan Wu, Angelos Stefanidis, Jionglong Su, S. Kevin Zhou, Quanzheng Li

CoRR, 2024

ProMISe: Promptable Medical Image Segmentation using SAM.

Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S. Kevin Zhou

CoRR, 2024

Distortion-Disentangled Contrastive Learning.

Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

Medical Image Anal., December, 2023

From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization.

Zitao Song, Yining Wang, Pin Qian, Sifan Song, Frans Coenen, Zhengyong Jiang, Jionglong Su

Appl. Intell., June, 2023

Bilateral-Fuser: A Novel Multi-cue Fusion Architecture with Anatomical-aware Tokens for Fovea Localization.

Sifan Song, Jinfeng Wang, Zilong Wang, Jionglong Su, Xiaowei Ding, Kang Dang

CoRR, 2023

A Robust Framework of Chromosome Straightening With Vit-Patch Gan.

Sifan Song, Jinfeng Wang, Fengrui Cheng, Qirui Cao, Yihan Zuo, Yongteng Lei, Ruomai Yang, Chunxiao Yang, Frans Coenen, Jia Meng, Kang Dang, Jionglong Su

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

A New Convolutional Neural Network Architecture for Automatic Segmentation of Overlapping Human Chromosomes.

Sifan Song, Tianming Bai, Yanxin Zhao, Wenbo Zhang, Chunxiao Yang, Jia Meng, Fei Ma, Jionglong Su

Neural Process. Lett., 2022

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xingxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

CoRR, 2022

Stepwise Feature Fusion: Local Guides Global.

Jinfeng Wang, Qiming Huang, Feilong Tang, Jia Meng, Jionglong Su, Sifan Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Bilateral-ViT For Robust Fovea Localization.

Sifan Song, Kang Dang, Qinji Yu, Zilong Wang, Frans Coenen, Jionglong Su, Xiaowei Ding

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image.

Sifan Song, Daiyun Huang, Yalun Hu, Chunxiao Yang, Jia Meng, Fei Ma, Jiaming Zhang, Jionglong Su

CoRR, 2021

An Event-Triggered Low-Cost Tactile Perception System for Social Robot's Whole Body Interaction.

Shengzhao Lin, Jionglong Su, Sifan Song, Jiaming Zhang

IEEE Access, 2021

A Framework of Hierarchical Deep Q-Network for Portfolio Management.

Yuan Gao, Ziming Gao, Yi Hu, Sifan Song, Zhengyong Jiang, Jionglong Su

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image.

Sifan Song, Daiyun Huang, Yalun Hu, Chunxiao Yang, Jia Meng, Fei Ma, Frans Coenen, Jiaming Zhang, Jionglong Su

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

Intention Understanding in Human-Robot Interaction Based on Visual-NLP Semantics.

Zhihao Li, Yishan Mu, Zhenglong Sun, Sifan Song, Jionglong Su, Jiaming Zhang

Frontiers Neurorobotics, 2020

Image Captioning in Chinese and Its Application for Children with Autism Spectrum Disorder.

Bin Zhang, Lixin Zhou, Sifan Song, Lifu Chen, Zijian Jiang, Jiaming Zhang

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

2018

Chromosome Classification with Convolutional Neural Network Based Deep Learning.

Wenbo Zhang, Sifan Song, Tianming Bai, Yanxin Zhao, Fei Ma, Jionglong Su, Limin Yu

Proceedings of the 11th International Congress on Image and Signal Processing, 2018