Yangming Ou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Medical Image Segmentation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen
Tackling heterogeneity in medical federated learning via aligning vision transformers. Artif. Intell. Medicine 155 (2024)
Inês Prata Machado, Anna Reithmeir, Fryderyk Victor Kögl, Leonardo Rundo, Gabriel Funingana, Marika Reinius, Gift Mungmeeprued, Zeyu Gao, Cathal McCague, Eric Kerfoot, Ramona Woitek, Evis Sala, Yangming Ou, James D. Brenton, Julia A. Schnabel, Mireia Crispin
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer. CoRR (2024)
Matthew Leming, Esther E. Bron, Rose Bruffaerts, Yangming Ou, Juan Eugenio Iglesias, Randy L. Gollub, Hyungsoon Im
Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting. npj Digit. Medicine 6 (2023)
Sheng He, Rina Bao, Patricia Ellen Grant, Yangming Ou
U-Netmer: U-Net meets Transformer for medical image segmentation. CoRR (2023)
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
Segmentation ability map: Interpret deep features for medical image segmentation. Medical Image Anal. 84 (2023)
Sheng He, Rina Bao, Jingpeng Li, Patricia Ellen Grant, Yangming Ou
Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks. CoRR (2023)
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
Deep Relation Learning for Regression and Its Application to Brain Age Estimation. IEEE Trans. Medical Imaging 41 (9) (2022)
Sheng He, Patricia Ellen Grant, Yangming Ou
Global-Local Transformer for Brain Age Estimation. IEEE Trans. Medical Imaging 41 (1) (2022)
Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J. O'Donnell, Yangming Ou, Yogesh Rathi, Shan H. Siddiqi, Haoqi Sun, M. Brandon Westover, Susan L. Whitfield-Gabrieli, Randy L. Gollub
How Machine Learning is Powering Neuroimaging to Improve Brain Health. Neuroinformatics 20 (4) (2022)
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
Segmentation Ability Map: Interpret deep features for medical image segmentation. CoRR (2022)
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
Deep Relation Learning for Regression and Its Application to Brain Age Estimation. CoRR (2022)
Sheng He, Patricia Ellen Grant, Yangming Ou
Global-Local Transformer for Brain Age Estimation. CoRR (2021)
Sheng He, Diana Pereira, Juan David Perez, Randy L. Gollub, Shawn N. Murphy, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan. Medical Image Anal. 72 (2021)
Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39 (3) (2020)
Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou
Brain Age Estimation Using LSTM on Children's Brain MRI. CoRR (2020)
Lin Qi, Haoran Zhang, Xuehao Cao, Xuyang Lyu, Lisheng Xu, Benqiang Yang, Yangming Ou
Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images. J. Medical Imaging Health Informatics 10 (5) (2020)
Lilla Zöllei, Juan Eugenio Iglesias, Yangming Ou, Patricia Ellen Grant, Bruce Fischl
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0-2 years. NeuroImage 218 (2020)
Haiyan Wang, Guoqiang Han, Haojiang Li, Guihua Tao, Enhong Zhuo, Lizhi Liu, Hongmin Cai, Yangming Ou
A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences. Comput. Math. Methods Medicine 2020 (2020)
Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou
Brain Age Estimation Using LSTM on Children's Brain MRI. ISBI (2020)
Inês Machado, Matthew Toews, Elizabeth George, Prashin Unadkat, Walid Essayed, Jie Luo, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data. NeuroImage 202 (2019)
Jia-Bin Huang, Enhong Zhuo, Haojiang Li, Lizhi Liu, Hongmin Cai, Yangming Ou
Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention. MICCAI (5) (2019)
Yangming Ou, Lilla Zöllei, Xiao Da, Kallirroi Retzepi, Shawn N. Murphy, Elizabeth R. Gerstner, Bruce R. Rosen, Patricia Ellen Grant, Jayashree Kalpathy-Cramer, Randy L. Gollub
Field of View Normalization in Multi-Site Brain MRI. Neuroinformatics 16 (3-4) (2018)
Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
eCurves: A Temporal Shape Encoding. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Inês Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI (2018)
Jimit Doshi, Güray Erus, Yangming Ou, Susan M. Resnick, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Susan Furth, Christos Davatzikos
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. NeuroImage 127 (2016)
Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, Ismail Ben Ayed, Manuel Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, María J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Güray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sébastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andrés Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan
Right ventricle segmentation from cardiac MRI: A collation study. Medical Image Anal. 19 (1) (2015)
Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Medical Imaging: Computer-Aided Diagnosis (2015)
Yangming Ou, Randy L. Gollub, Kallirroi Retzepi, Nathaniel Reynolds, Rudolph Pienaar, Steve Pieper, Shawn N. Murphy, Patricia Ellen Grant, Lilla Zöllei
Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images. NeuroImage 122 (2015)
Geert Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18 (2) (2014)
Yangming Ou, Hamed Akbari, Michel Bilello, Xiao Da, Christos Davatzikos
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights. IEEE Trans. Medical Imaging 33 (10) (2014)
Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
Temporal Shape Analysis via the Spectral Signature. MICCAI (2) (2012)
Yangming Ou, Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos
Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration. WBIR (2012)
Yangming Ou, Aristeidis Sotiras, Nikos Paragios, Christos Davatzikos
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Medical Image Anal. 15 (4) (2011)
Aristeidis Sotiras, Yangming Ou, Ben Glocker, Christos Davatzikos, Nikos Paragios
Simultaneous Geometric - Iconic Registration. MICCAI (2) (2010)
Yangming Ou, Ahmed Besbes, Michel Bilello, M. Mansour, Christos Davatzikos, Nikos Paragios
Detecting mutually-salient landmark pairs with MRF regularization. ISBI (2010)
Yangming Ou, Christos Davatzikos
DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting. IPMI (2009)
Yangming Ou, Dinggang Shen, Jianchao Zeng, Leon Sun, Judd W. Moul, Christos Davatzikos
Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Medical Image Anal. 13 (4) (2009)
Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos
Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework. CVPR Workshops (2009)
Ye Xing, Yangming Ou, Sarah Englander, Mitchell D. Schnall, Dinggang Shen
Simultaneous Estimation and Segmentation of T1 Map for Breast Parenchyma Measurement. ISBI (2007)
Hongmin Cai, Ragini Verma, Yangming Ou, Seung-Koo Lee, Elias R. Melhem, Christos Davatzikos
Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. ISBI (2007)