arrow
Back
M

Milan Sonka

mayo clinic

75H-index
672Paper Count
3.4WCitation Count
Published Papers 131
Publication Date
Loss of Enhancement in Vestibular Schwannomas Post Stereotactic Radiosurgery: Impact on Tumor Control and Serviceable Hearing
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
errShare
errSave
Agricultural Injury Severity Prediction Using Integrated Data-Driven Analysis: Global Versus Local Explainability Using SHAP
errSafety
IF1.7
err2026-01-08
err1
PREAI
errMermer, Omer; Liu, Yanan; Jennissen, Charles A.; Sonka, Milan; Demir, Ibrahim
errShare
errSave
Latent diffusion for medical image segmentation: End-to-end learning for fast sampling and accuracy
err2025-12-06
err0
PREAI
errFahim Ahmed Zaman; Mathews Jacob; Amanda Chang; Kan Liu; Milan Sonka; Xiaodong Wu
errShare
errSave
Fully automated IVUS image segmentation with efficient deep-learning-assisted annotation
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
errShare
errSave
Risk Stratification and Coronary Optical Coherence Tomography Findings in Asymptomatic Patients With Type 1 Diabetes Mellitus
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
errShare
errSave
Impact of Evolocumab on Coronary Physiology and Microstructure in De-Novo Heart Transplant Recipients
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
errShare
errSave
The hope and the hype of artificial intelligence for syncope management
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
errShare
errSave
RADIOMICS-BASED DIFFERENTIATION OF GLIOBLASTOMA AND METASTATIC DISEASE: DOES DIFFERENCE IN TYPE OF T1-CONTRAST ENHANCED SEQUENCE MATTER?
err2024-11-11
err0
PREAI
errSoni, Neetu; Zamboni, Camila; Agarwal, Amit; Larson, Nicholas B.; Sonka, Milan; Bathla, Girish
errShare
errSave
Radiomics-Based Differentiation of Glioblastoma and Metastatic Disease: Impact of Different T1-Contrast-Enhanced Sequences on Radiomics Features and Model Performance
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
errShare
errSave
Differentiation Between Glioblastoma and Metastatic Disease on Conventional MRI Imaging Using 3DConvolutional Neural Networks: Model Development and Validation
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
errShare
errSave
AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods
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
errShare
errSave
Segmentation quality assessment by automated detection of erroneous surface regions in medical images
err2023-09-01
err5
errOAAI
errZaman, Fahim Ahmed; Zhang, Lichun; Zhang, Honghai; Sonka, Milan; Wu, Xiaodong
errShare
errSave
Assisted annotation in Deep LOGISMOS: Simultaneous multi-compartment 3D MRI segmentation of calf muscles
err2023-02-16
err5
errOAAI
errZhang, Lichun; Guo, Zhihui; Zhang, Honghai; van der Plas, Ellen; Koscik, Timothy R.; Nopoulos, Peggy C.; Sonka, Milan
errShare
errSave
Caldendrin represses neurite regeneration and growth in dorsal root ganglion neurons
err2023-02-14
err4
errOAAI
errLopez, Josue A.; Yamamoto, Annamarie; Vecchi, Joseph T.; Hagen, Jussara; Lee, Kyungmoo; Sonka, Milan; Hansen, Marlan R.; Lee, Amy
errShare
errSave
Novel Machine Learning Approach to Predict and Personalize Length of Stay for Patients Admitted with Syncope from the Emergency Department
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.
errShare
errSave
Machine-learning based investigation of prognostic indicators for oncological outcome of pancreatic ductal adenocarcinoma
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.
errShare
errSave
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation
err2022-11-01
err8
errOAAI
errPeng, Yaopeng; Zheng, Hao; Liang, Peixian; Zhang, Lichun; Zaman, Fahim; Wu, Xiaodong; Sonka, Milan; Chen, Danny Z.
errShare
errSave
CMC-Net: 3D calf muscle compartment segmentation with sparse annotation
err2022-07-01
err4
errOAAI
errPeng, Yaopeng; Zheng, Hao; Zhang, Lichun; Sonka, Milan; Chen, Danny Z.
errShare
errSave
errShare
errSave
Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics
err2021-05-18
err26
errOAAI
errPriya, Sarv; Liu, Yanan; Ward, Caitlin; Le, Nam H.; Soni, Neetu; Maheshwarappa, Ravishankar Pillenahalli; Monga, Varun; Zhang, Honghai; Sonka, Milan; Bathla, Girish
errShare
errSave