Jacob F. Wynne

13 papers B 1Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Deep Learning Based Apparent Diffusion Coefficient Map Generation from Multi-parametric MR Images for Patients with Diffuse Gliomas. CoRR Zach Eidex, Mojtaba Safari, Jacob F. Wynne, Richard L. J. Qiu, Tonghe Wang, David Viar Hernandez, Hui-Kuo Shu, Hui Mao, Xiaofeng Yang
2023	—	`conf`	A vision-GNN framework for retinopathy classification using optical coherence tomography. Computer-Aided Diagnosis Mingzhe Hu, Jing Wang, Jacob F. Wynne, Tian Liu, Xiaofeng Yang
2023	J	`jnl`	Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI. CoRR Yuheng Li, Jacob F. Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan, Ashesh B. Jani, Tian Liu, Pretesh R. Patel, Hui Mao, Xiaofeng Yang
2023	J	`jnl`	Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation. CoRR Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang
2023	B	`conf`	Deep learning-based multi-organ CT segmentation with adversarial data augmentation. Image Processing Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang
2023	J	`jnl`	Full-dose PET Synthesis from Low-dose PET Using High-efficiency Diffusion Denoising Probabilistic Model. CoRR Shaoyan Pan, Elham Abouei, Junbo Peng, Joshua Qian, Jacob F. Wynne, Tonghe Wang, Chih-Wei Chang, Justin Roper, Jonathon A. Nye, Hui Mao, Xiaofeng Yang
2023	—	`conf`	Multi-organ CT segmentation using shifted-window multilayer perceptron mixer. Image-Guided Procedures Shaoyan Pan, Jacob F. Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu, Xiaofeng Yang
2023	—	`conf`	Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer network. Biomedical Applications in Molecular, Structural, and Functional Imaging Shaoyan Pan, Chaoqiong Ma, Chih-Wei Chang, Jacob F. Wynne, Justin Roper, Tian Liu, Xiaofeng Yang
2023	—	`conf`	Quantification of radiation damage for proton craniospinal irradiation using magnetic resonance imaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Chih-Wei Chang, Matthew Goette, Nadja Kadom, Yinan Wang, Jacob F. Wynne, Tonghe Wang, Tian Liu, Natia Esiashvili, Jun Zhou, Bree R. Eaton, Xiaofeng Yang
2023	J	`jnl`	Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model. CoRR Shaoyan Pan, Elham Abouei, Jacob F. Wynne, Tonghe Wang, Richard L. J. Qiu, Yuheng Li, Chih-Wei Chang, Junbo Peng, Justin Roper, Pretesh Patel, David S. Yu, Hui Mao, Xiaofeng Yang
2022	J	`jnl`	Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory. CoRR Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang
2022	—	`conf`	Male pelvic multi-organ segmentation using V-transformer network. Biomedical Applications in Molecular, Structural, and Functional Imaging Shaoyan Pan, Yang Lei, Tonghe Wang, Jacob F. Wynne, Justin Roper, Ashesh B. Jani, Pretesh Patel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
2021	J	`jnl`	Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review. CoRR Mingquan Lin, Jacob F. Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang