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M

Milan Sonka

University of Texas at San Antonio

75H指数
673论文数
3.4W被引数
收录论文 132
发表时间
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Comparative Evaluation of Deep Learning Models for 3D Segmentation and Volumetry of Vestibular Schwannomas Using Large Heterogeneous Data Sets with External Validation基于大型异构数据集及外部验证的深度学习模型在面神经瘤三维分割与体积测量中的比较评估
errAmerican Journal of Neuroradiology
IF3.7
err2026-04-01
err1
PREAI
errMehta, Parv M.; Yayli, Sahika Betul; Rai, Pranjal; Sonka, Milan; Blezek, Daniel J.; Zhang, Honghai; Silvera, Victoria M.; Benson, John C.; Carlson, Matthew L.; Erickson, Bradley J.; Bathla, Girish
err分享
err收藏
Loss of Enhancement in Vestibular Schwannomas Post Stereotactic Radiosurgery: Impact on Tumor Control and Serviceable Hearing立体定向放射外科治疗后前庭神经鞘瘤增强信号丢失：对肿瘤控制和有用听力的影响
errOTOLOGY & NEUROTOLOGY
IF2
err2026-02-01
err0
PREAI
errMehta, Prav; Soni, Neetu; Benson, John C.; Morshed, Ramin; Lohse, Christine M.; Agarwal, Amit; Sonka, Milan; Link, Michael J.; Marinelli, John P.; Babajanian, Eric E.; Daher, Ghazal; Dornhoffer, Jim R.; Khandalavala, Karl R.; Carlson, Matthew L.; Farnsworth, Paul J.; Lane, John I.; Bathla, Girish
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Agricultural Injury Severity Prediction Using Integrated Data-Driven Analysis: Global Versus Local Explainability Using SHAP基于集成数据驱动分析的农业伤害严重程度预测：使用SHAP进行全球与局部可解释性比较
errSafety
IF1.7
err2026-01-08
err1
PREAI
errMermer, Omer; Liu, Yanan; Jennissen, Charles A.; Sonka, Milan; Demir, Ibrahim
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err收藏
Latent diffusion for medical image segmentation: End-to-end learning for fast sampling and accuracy医学图像分割的潜扩散：端到端学习以实现快速采样和准确性
errBiomedical Signal Processing and Control
IF4.9
err2025-12-06
err0
PREAI
errFahim Ahmed Zaman; Mathews Jacob; Amanda Chang; Kan Liu; Milan Sonka; Xiaodong Wu
err分享
err收藏
Fully automated IVUS image segmentation with efficient deep-learning-assisted annotation基于高效深度学习辅助标注的完全自动化IVUS图像分割
errComputers in Biology and Medicine
IF6.3
err2025-11-16
err0
PREAI
errLichun Zhang; Zhi Chen; Honghai Zhang; Fahim A. Zaman; Andreas Wahle; Xiaodong Wu; Coleen A. McNamara; Angela M. Taylor; Milan Sonka
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Risk Stratification and Coronary Optical Coherence Tomography Findings in Asymptomatic Patients With Type 1 Diabetes Mellitus风险分层及冠状动脉光学相干断层扫描发现：1型糖尿病无症状患者
errPHYSIOLOGICAL RESEARCH
IF2
err2025-10-01
err0
errOAAI
errRoland, Robert; Dubsky, Michal; Wohlfahrt, Peter; Marhefkova, Natalia; Chen, Zhi; Sonka, Milan; Karmazin, Vladimir; Haluzik, Martin; Kautzner, Josef; Pazdernik, Michal
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Impact of Evolocumab on Coronary Physiology and Microstructure in De-Novo Heart Transplant RecipientsEvolocumab对初次心脏移植受者冠状动脉生理和微结构的影响
errheart and lung transplantation
IF0
err2025-08-20
err0
errOAAI
errSalma Raghad Karim; Niels Møller Jensen; Emil Nielsen Holck; Tor Skibsted Clemmesen; Evald Høj Christiansen; Lars Jakobsen; Zhi Chen; Milan Sonka; Kristjan Karason; Kaspar Broch; Ole Geir Solberg; Hans Eiskjær
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err收藏
The hope and the hype of artificial intelligence for syncope management人工智能在晕厥管理中的希望与炒作
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-07-01
err0
errOAAI
errJohnston, Samuel L.; Barsotti, E. John; Bakogiannis, Constantinos; Fedorowski, Artur; Ricci, Fabrizio; Heller, Eric G.; Sheldon, Robert S.; Sutton, Richard; Shen, Win-Kuang; Thiruganasambandamoorthy, Venkatesh; Adhaduk, Mehul; Parker, William H.; Aburizik, Arwa; Haselton, Corey R.; Cuskey, Alex J.; Lee, Sangil; Johansson, Madeleine; Macfarlane, Donald; Dominic, Paari; Abe, Haruhiko; Rao, B. Hygriv; Mudireddy, Avinash; Sonka, Milan; Sandhu, Roopinder K.; Kenny, Rose Anne; Statz, Giselle M.; Gopinathannair, Rakesh; Benditt, David; Dipaola, Franca; Gatti, Mauro; Mene, Roberto; Levra, Alessandro Giaj; Shiffer, Dana; Costantino, Giorgio; Furlan, Raffaello; Ruwald, Martin H.; Vassilikos, Vassilios; Gebska, Milena A.; Olshansky, Brian
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RADIOMICS-BASED DIFFERENTIATION OF GLIOBLASTOMA AND METASTATIC DISEASE: DOES DIFFERENCE IN TYPE OF T1-CONTRAST ENHANCED SEQUENCE MATTER?
errNEURO-ONCOLOGY
IF13.4
err2024-11-11
err0
PREAI
errSoni, Neetu; Zamboni, Camila; Agarwal, Amit; Larson, Nicholas B.; Sonka, Milan; Bathla, Girish
err分享
err收藏
Radiomics-Based Differentiation of Glioblastoma and Metastatic Disease: Impact of Different T1-Contrast-Enhanced Sequences on Radiomics Features and Model Performance
errAMERICAN JOURNAL OF NEURORADIOLOGY
IF3.7
err2024-08-23
err1
PREAI
errBathla, Girish; Zamboni, Camila G.; Larson, Nicholas; Liu, Yanan; Zhang, Honghai; Lee, Nam H.; Agarwal, Amit; Soni, Neetu; Sonka, Milan
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err收藏
Differentiation Between Glioblastoma and Metastatic Disease on Conventional MRI Imaging Using 3DConvolutional Neural Networks: Model Development and Validation使用3d卷积神经网络在常规MRI成像上区分胶质母细胞瘤和转移性疾病: 模型开发和验证
errACADEMIC RADIOLOGY
IF3.9
err2024-05-01
err2
PREAI
errBathla, Girish; Dhruba, Durjoy Deb; Liu, Yanan; Le, Nam H.; Soni, Neetu; Zhang, Honghai; Mohan, Suyash; Roberts-Wolfe, Douglas; Rathore, Saima; Sonka, Milan; Priya, Sarv; Agarwal, Amit
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AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods基于人工智能的神经肿瘤学三种常见恶性肿瘤分类: 机器学习和深度学习方法的多机构比较
errJOURNAL OF NEURORADIOLOGY
IF3.3
err2024-05-01
err4
PREAI
errBathla, Girish; Dhruba, Durjoy Deb; Soni, Neetu; Liu, Yanan; Larson, Nicholas B.; Kassmeyer, Blake A.; Mohan, Suyash; Roberts-Wolfe, Douglas; Rathore, Saima; Le, Nam H.; Zhang, Honghai; Sonka, Milan; Priya, Sarv
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Segmentation quality assessment by automated detection of erroneous surface regions in medical images
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-09-01
err5
errOAAI
errZaman, Fahim Ahmed; Zhang, Lichun; Zhang, Honghai; Sonka, Milan; Wu, Xiaodong
err分享
err收藏
Assisted annotation in Deep LOGISMOS: Simultaneous multi-compartment 3D MRI segmentation of calf muscles
errMEDICAL PHYSICS
IF3.2
err2023-02-16
err5
errOAAI
errZhang, Lichun; Guo, Zhihui; Zhang, Honghai; van der Plas, Ellen; Koscik, Timothy R.; Nopoulos, Peggy C.; Sonka, Milan
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err收藏
Caldendrin represses neurite regeneration and growth in dorsal root ganglion neurons
errSCIENTIFIC REPORTS
IF3.9
err2023-02-14
err4
errOAAI
errLopez, Josue A.; Yamamoto, Annamarie; Vecchi, Joseph T.; Hagen, Jussara; Lee, Kyungmoo; Sonka, Milan; Hansen, Marlan R.; Lee, Amy
err分享
err收藏
Novel Machine Learning Approach to Predict and Personalize Length of Stay for Patients Admitted with Syncope from the Emergency Department预测和个性化急诊科晕厥患者住院时间的新机器学习方法
errJOURNAL OF PERSONALIZED MEDICINE
IF3
err2022-12-20
err8
errOAAI
errLee, Sangil; Reddy Mudireddy, Avinash; Kumar Pasupula, Deepak; Adhaduk, Mehul; Barsotti, E. John; Sonka, Milan; Statz, Giselle M.; Bullis, Tyler; Johnston, Samuel L.; Evans, Aron Z.; Olshansky, Brian; Gebska, Milena A.
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err收藏
Machine-learning based investigation of prognostic indicators for oncological outcome of pancreatic ductal adenocarcinoma基于机器学习的胰腺导管腺癌预后指标的研究
errFRONTIERS IN ONCOLOGY
IF3.3
err2022-12-08
err6
errOAAI
errChang, Jeremy; Liu, Yanan; Saey, Stephanie A.; Chang, Kevin C.; Shrader, Hannah R.; Steckly, Kelsey L.; Rajput, Maheen; Sonka, Milan; Chan, Carlos H. F.
err分享
err收藏
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotationKcb-net: 基于稀疏注释的3D膝关节软骨和骨分割网络
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-11-01
err8
errOAAI
errPeng, Yaopeng; Zheng, Hao; Liang, Peixian; Zhang, Lichun; Zaman, Fahim; Wu, Xiaodong; Sonka, Milan; Chen, Danny Z.
err分享
err收藏
CMC-Net: 3D calf muscle compartment segmentation with sparse annotationCmc-net: 具有稀疏注释的3D小腿肌肉隔室分割
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-07-01
err4
errOAAI
errPeng, Yaopeng; Zheng, Hao; Zhang, Lichun; Sonka, Milan; Chen, Danny Z.
err分享
err收藏
Computed Tomography Perfusion-Based Prediction of Core Infarct and Tissue at Risk: Can Artificial Intelligence Help Reduce Radiation Exposure?基于计算机断层扫描灌注的核心梗死和高危组织预测: 人工智能能帮助减少辐射暴露吗？
errSTROKE
IF8.9
err2021-12-01
err2
errOAAI
errBathla, Girish; Liu, Yanan; Zhang, Honghai; Sonka, Milan; Derdeyn, Colin
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研究方向

暂时未获取到该数据
合作学者
合作期刊
R
Ronald Klein
H 指数: 229 · 论文数: 2.2K
A
Albert Hofman
H 指数: 195 · 论文数: 1.4K
G
Gary S. Mintz
H 指数: 137 · 论文数: 1.7K
J
Jeffrey J. Popma
H 指数: 127 · 论文数: 1.0K
E
Edwin M. Stone
H 指数: 118 · 论文数: 862
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