Yangming Ou

56 papers A* 1Journal 35Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Review on Data-Driven Brain Deformation Modeling for Image-Guided Neurosurgery.
CoRR
Tiago Assis, Colin Galvin, Joshua Pardillo Castillo, Nazim Haouchine, Marta Kersten-Oertel, Zeyu Gao, Mireia Crispin-Ortuzar, Stephen J. Price, Thomas Santarius, Yangming Ou, Sarah F. Frisken, Nuno C. Garcia, Alexandra J. Golby, Reuben Dorent, Inês Prata Machado
2026 J jnl
BONBID-HIE 2023: Lesion Segmentation Challenge in BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy.
IEEE Trans. Medical Imaging
Rina Bao, Anna N. Foster, Ya'Nan Song, Rutvi Vyas, Ankush Kesri, Imad Eddine Toubal, Elham Soltani Kazemi, Gani Rahmon, Taci Kucukpinar, Mohamed Almansour, Mai-Lan Ho, Kannappan Palaniappan, Dean Ninalga, Chiranjeewee Prasad Koirala, Sovesh Mohapatra, Gottfried Schlaug, Marek Wodzinski, Henning Müller, David G. Ellis, Michele R. Aizenberg, M. Arda Aydin, Elvin Abdinli, Gozde Unal, Nazanin Tahmasebi, Kumaradevan Punithakumar, Tian Song, Yun Peng, Sara V. Bates, Randy Hirschtick, Patricia Ellen Grant, Yangming Ou
2025 — conf
AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury.
ISBI
Rina Bao, Sheng He, Ellen Grant, Yangming Ou
2025 — ed.
AI for Brain Lesion Detection and Trauma Video Action Recognition - First BONBID-HIE Lesion Segmentation Challenge and First Trauma Thompson Challenge, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12-16, 2023, Proceedings
BONBID-HIE@MICCAI
Rina Bao, Ellen Grant, Andrew Kirkpatrick, Juan P. Wachs, Yangming Ou
2025 — conf
Automated Detection of Mitotic Figures in Glioma Tissues Using Deep Learning.
ISBI
Avery Wang, Yangming Ou
2025 J jnl
Left-Right Brain-Wide Asymmetry of Neuroanatomy in the Mouse Brain.
NeuroImage
Andrew Silberfeld, James M. Roe, Jacob Ellegood, Jason P. Lerch, Lily R. Qiu, Yongsoo Kim, Jong Gwan Lee, William D. Hopkins, Joanes Grandjean, Yangming Ou, Olivier Pourquié
2025 — conf
Relation U-Net.
ISBI
Sheng He, Rina Bao, Patricia Ellen Grant, Yangming Ou
2025 J jnl
Relation U-Net.
CoRR
Sheng He, Rina Bao, Patricia Ellen Grant, Yangming Ou
2025 — conf
Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy.
MICCAI (4)
Amog Rao, Ananya Shukla, Jia Bhargava, Yangming Ou, Rina Bao
2025 — conf
Using Off-Target-Disease Data to Improve Target-Disease Lesion Segmentation.
ISBI
Jingpeng Li, Sheng He, Rina Bao, Atle Bjørnerud, Ellen Grant, Yangming Ou
2025 A* conf
Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning.
ICML
Rina Bao, Shilong Dong, Zhenfang Chen, Sheng He, Ellen Grant, Yangming Ou
2024 J jnl
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer.
CoRR
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
2024 — conf
A Self-supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer.
WBIR
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
2024 J jnl
AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury.
CoRR
Rina Bao, Sheng He, Ellen Grant, Yangming Ou
2024 J jnl
BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy (BONBID-HIE): II. 2-year Neurocognitive Outcome and NICU Outcome.
CoRR
Rina Bao, Yangming Ou
2024 J jnl
Foundation AI Model for Medical Image Segmentation.
CoRR
Rina Bao, Erfan Darzi, Sheng He, Chuan-Heng Hsiao, Mohammad Arafat Hussain, Jingpeng Li, Atle Bjørnerud, Ellen Grant, Yangming Ou
2024 — conf
RCT: Relational Connectivity Transformer for Enhanced Prediction of Absolute and Residual Intelligence.
PRIME@MICCAI
Mohammad Arafat Hussain, Ellen Grant, Yangming Ou
2024 J jnl
Tackling heterogeneity in medical federated learning via aligning vision transformers.
Artif. Intell. Medicine
Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023 J jnl
Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks.
CoRR
Sheng He, Rina Bao, Jingpeng Li, Patricia Ellen Grant, Yangming Ou
2023 J jnl
Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting.
npj Digit. Medicine
Matthew Leming, Esther E. Bron, Rose Bruffaerts, Yangming Ou, Juan Eugenio Iglesias, Randy L. Gollub, Hyungsoon Im
2023 J jnl
Segmentation ability map: Interpret deep features for medical image segmentation.
Medical Image Anal.
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
2023 J jnl
U-Netmer: U-Net meets Transformer for medical image segmentation.
CoRR
Sheng He, Rina Bao, Patricia Ellen Grant, Yangming Ou
2022 J jnl
Deep Relation Learning for Regression and Its Application to Brain Age Estimation.
CoRR
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
2022 J jnl
Deep Relation Learning for Regression and Its Application to Brain Age Estimation.
IEEE Trans. Medical Imaging
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
2022 J jnl
Global-Local Transformer for Brain Age Estimation.
IEEE Trans. Medical Imaging
Sheng He, Patricia Ellen Grant, Yangming Ou
2022 J jnl
How Machine Learning is Powering Neuroimaging to Improve Brain Health.
Neuroinformatics
Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell B. Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon B. 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
2022 J jnl
Segmentation Ability Map: Interpret deep features for medical image segmentation.
CoRR
Sheng He, Yanfang Feng, Patricia Ellen Grant, Yangming Ou
2021 J jnl
Global-Local Transformer for Brain Age Estimation.
CoRR
Sheng He, Patricia Ellen Grant, Yangming Ou
2021 J jnl
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan.
Medical Image Anal.
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
2020 J jnl
A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences.
Comput. Math. Methods Medicine
Haiyan Wang, Guoqiang Han, Haojiang Li, Guihua Tao, Enhong Zhuo, Lizhi Liu, Hongmin Cai, Yangming Ou
2020 — conf
Brain Age Estimation Using LSTM on Children's Brain MRI.
ISBI
Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou
2020 J jnl
Brain Age Estimation Using LSTM on Children's Brain MRI.
CoRR
Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou
2020 J jnl
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging
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
2020 J jnl
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0-2 years.
NeuroImage
Lilla Zöllei, Juan Eugenio Iglesias, Yangming Ou, Patricia Ellen Grant, Bruce Fischl
2020 J jnl
Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images.
J. Medical Imaging Health Informatics
Lin Qi, Haoran Zhang, Xuehao Cao, Xuyang Lyu, Lisheng Xu, Benqiang Yang, Yangming Ou
2019 — conf
Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention.
MICCAI (5)
Jia-bin Huang, Enhong Zhuo, Haojiang Li, Lizhi Liu, Hongmin Cai, Yangming Ou
2019 J jnl
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage
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
2018 — conf
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
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
2018 J jnl
Field of View Normalization in Multi-Site Brain MRI.
Neuroinformatics
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
2018 J jnl
eCurves: A Temporal Shape Encoding.
IEEE Trans. Biomed. Eng.
Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
2016 J jnl
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection.
NeuroImage
Jimit Doshi, Güray Erus, Yangming Ou, Susan M. Resnick, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Susan Furth, Christos Davatzikos
2015 J jnl
Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images.
NeuroImage
Yangming Ou, Randy L. Gollub, Kallirroi Retzepi, Nathaniel Reynolds, Rudolph Pienaar, Steve Pieper, Shawn N. Murphy, Patricia Ellen Grant, Lilla Zöllei
2015 — conf
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration.
Computer-Aided Diagnosis
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
2015 J jnl
Right ventricle segmentation from cardiac MRI: A collation study.
Medical Image Anal.
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
2014 J jnl
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights.
IEEE Trans. Medical Imaging
Yangming Ou, Hamed Akbari, Michel Bilello, Xiao Da, Christos Davatzikos
2014 J jnl
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.
Medical Image Anal.
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
2012 — conf
Temporal Shape Analysis via the Spectral Signature.
MICCAI (2)
Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
2012 — conf
Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration.
WBIR
Yangming Ou, Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos
2011 J jnl
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting.
Medical Image Anal.
Yangming Ou, Aristeidis Sotiras, Nikos Paragios, Christos Davatzikos
2010 — conf
Detecting mutually-salient landmark pairs with MRF regularization.
ISBI
Yangming Ou, Ahmed Besbes, Michel Bilello, Mohamed Mansour, Christos Davatzikos, Nikos Paragios
2010 — conf
Simultaneous Geometric - Iconic Registration.
MICCAI (2)
Aristeidis Sotiras, Yangming Ou, Ben Glocker, Christos Davatzikos, Nikos Paragios
2009 — conf
DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting.
IPMI
Yangming Ou, Christos Davatzikos
2009 — conf
Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework.
CVPR Workshops
Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos
2009 J jnl
Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score.
Medical Image Anal.
Yangming Ou, Dinggang Shen, Jianchao Zeng, Leon Sun, Judd W. Moul, Christos Davatzikos
2007 — conf
Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images.
ISBI
Hongmin Cai, Ragini Verma, Yangming Ou, Seung-Koo Lee, Elias R. Melhem, Christos Davatzikos
2007 — conf
Simultaneous Estimation and Segmentation of T1 Map for Breast Parenchyma Measurement.
ISBI
Ye Xing, Yangming Ou, Sarah Englander, Mitchell D. Schnall, Dinggang Shen