Mathias Unberath

Also affiliated with Johns Hopkins Medicine, University of Baltimore

MedicineComputer ScienceEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile

0.892Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Deep learning-based identification of eyes at risk for glaucoma surgery

Scientific Reports(2024)10.1038/s41598-023-50597-0

Top 23%

0.892DataRank

Top 23%19 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Pradeep Y. Ramulu, Katharina Breininger +3 more

Papers

Driven by 53 papers — median percentile 77. Top paper: “Deep learning-based identification of eyes at risk for glaucoma surgery”.

Deep learning-based identification of eyes at risk for glaucoma surgery

Scientific Reports(2024)10.1038/s41598-023-50597-0

Top 23%

0.892DataRank

Top 23%19 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Pradeep Y. Ramulu, Katharina Breininger +3 more

Fiducial-Free 2D/3D Registration for Robot-Assisted Femoroplasty

IEEE Transactions on Medical Robotics and Bionics(2020)10.1109/tmrb.2020.3012460

N/A

0DataRank · unranked

37 citations

Amirhossein Farvardin, Robert B. Grupp, Mahsan Bakhtiarinejad, Liuhong Ma, Mareike Thies +4 more

Three‐dimensional regions‐of‐interest–based intra‐operative four‐dimensional soft tissue perfusion imaging using a standard x‐ray system with no gantry rotation: A simulation study for a proof of concept

Medical Physics(2020)10.1002/mp.14514

N/A

0DataRank · unranked

5 citations

Thomas Sauer, W. Paul Segars, Eric C. Frey, Jingyan Xu, Eleni Liapi +6 more

A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance

International Journal of Computer Assisted Radiology and Surgery(2020)10.1007/s11548-020-02249-1

N/A

0DataRank · unranked

1 citations

Jan-Nico Zäch, Cong Gao, Russell H. Taylor, Nassir Navab, Andreas Maier +2 more

The Effect of Achieving Target Intraocular Pressure on Visual Field Worsening

Ophthalmology(2021)10.1016/j.ophtha.2021.08.025

N/A

0DataRank · unranked

16 citations

Chris Bradley, Pradeep Y. Ramulu, Mathias Unberath, Jithin Yohannan, Gabriel A. Villasana

The Impact of Machine Learning on 2D/3D Registration for Image-Guided Interventions: A Systematic Review and Perspective

Frontiers in Robotics and AI(2021)10.3389/frobt.2021.716007

N/A

0DataRank · unranked

5 citations

Cong Gao, Yicheng Hu, Max Judish, Russell H. Taylor, Mehran Armand +2 more

Feasibility of a Cannula-Mounted Piezo Robot for Image-Guided Vertebral Augmentation: Toward a Low Cost, Semi-Autonomous Approach

2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)(2021)10.1109/bibe52308.2021.9635356

N/A

0DataRank · unranked

5 citations

Benjamin D. Killeen, Christopher R. Bailey, Majid Khan, Ali Uneri, Kensei Suzuki +5 more

Exploring partial intrinsic and extrinsic symmetry in 3D medical imaging

Medical Image Analysis(2021)10.1016/j.media.2021.102127

N/A

0DataRank · unranked

0 citations

Giacomo Taylor, Mathias Unberath, Alex Johnson, Sing Chun Lee, Greg Osgood +3 more

Fluoroscopy-Guided Robotic System for Transforaminal Lumbar Epidural Injections

IEEE Transactions on Medical Robotics and Bionics(2022)10.1109/tmrb.2022.3196321

N/A

0DataRank · unranked

24 citations

Henry Phalen, Adam Margalit, Justin Ma, Ping‐Cheng Ku, Mathias Unberath +4 more

Toward automated interpretable AAST grading for blunt splenic injury

Emergency Radiology(2022)10.1007/s10140-022-02099-1

N/A

0DataRank · unranked

24 citations

Mathias Unberath, David Dreizin, Haomin Chen

Evidence-Based Guidelines for the Number of Peripapillary OCT Scans Needed to Detect Glaucoma Worsening

Ophthalmology(2022)10.1016/j.ophtha.2022.07.025

N/A

0DataRank · unranked

22 citations

Kaihua Hou, Patrick Herbert, Mathias Unberath, Michael V. Boland, Pradeep Y. Ramulu +2 more

Reference-free learning-based similarity metric for motion compensation in cone-beam CT

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac749a

N/A

0DataRank · unranked

21 citations

J. H. Siewerdsen, Wojciech Zbijewski, Clifford R. Weiss, Mathias Unberath, Tina Ehtiati +2 more

Learning-based analysis of amide proton transfer-weighted MRI to identify true progression in glioma patients

NeuroImage Clinical(2022)10.1016/j.nicl.2022.103121

N/A

0DataRank · unranked

13 citations

Mathias Unberath, Hye‐Young Heo, Charles G. Eberhart, Michael Lim, Jaishri O. Blakeley +2 more

Mixed reality interfaces for achieving desired views with robotic X-ray systems

Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization(2022)10.1080/21681163.2022.2154272

N/A

0DataRank · unranked

6 citations

Jonas Winter, Wenhao Gu, Alejandro Martin‐Gomez, Russell H. Taylor, Greg Osgood +2 more

Synthetic data accelerates the development of generalizable learning-based algorithms for X-ray image analysis

Nature Machine Intelligence(2023)10.1038/s42256-023-00629-1

N/A

0DataRank · unranked

111 citations

Benjamin D. Killeen, Yicheng Hu, Robert B. Grupp, Russell H. Taylor, Mehran Armand +2 more

A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3299588

N/A

0DataRank · unranked

33 citations

Anqi Feng, Xingtong Liu, Russell H. Taylor, Mehran Armand, Mathias Unberath +1 more

The promise of AI and technology to improve quality of life and care for older adults

Nature Aging(2023)10.1038/s43587-023-00430-0

N/A

0DataRank · unranked

23 citations

Rama Chellappa, Niteesh K. Choudhry, George Demiris, Deepak Ganesan, Jason Karlawish +17 more

Predicting Visual Field Worsening with Longitudinal OCT Data Using a Gated Transformer Network

Ophthalmology(2023)10.1016/j.ophtha.2023.03.019

N/A

0DataRank · unranked

28 citations

Chris Bradley, Patrick Herbert, Chris A. Johnson, Michael Wall, Pradeep Y. Ramulu +3 more

Comparing the Accuracy of Peripapillary OCT Scans and Visual Fields to Detect Glaucoma Worsening

Ophthalmology(2023)10.1016/j.ophtha.2023.01.021

N/A

0DataRank · unranked

18 citations

Patrick Herbert, Kaihua Hou, Mathias Unberath, Pradeep Y. Ramulu, Jithin Yohannan +1 more

An autonomous X-ray image acquisition and interpretation system for assisting percutaneous pelvic fracture fixation

International Journal of Computer Assisted Radiology and Surgery(2023)10.1007/s11548-023-02941-y

N/A

0DataRank · unranked

11 citations

Cong Gao, Kanyifeechukwu Jane Oguine, Sean Darcy, Mehran Armand, Russell H. Taylor +3 more

Investigating keypoint descriptors for camera relocalization in endoscopy surgery

International Journal of Computer Assisted Radiology and Surgery(2023)10.1007/s11548-023-02918-x

N/A

0DataRank · unranked

5 citations

Roger D. Soberanis-Mukul, Jan Emily Mangulabnan, Manish Sahu, Jonas Winter, S. Swaroop Vedula +5 more

A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow

Frontiers in Medicine(2023)10.3389/fmed.2023.1241570

N/A

0DataRank · unranked

12 citations

Wayne LaBelle, Mathias Unberath, Haomin Chen, Jiazhen Hu, Guang Li +2 more

A deep learning model incorporating spatial and temporal information successfully detects visual field worsening using a consensus based approach

Scientific Reports(2023)10.1038/s41598-023-28003-6

N/A

0DataRank · unranked

6 citations

Kaihua Hou, Patrick Herbert, Chris Bradley, Chris A. Johnson, Michael Wall +4 more

Accelerating voxelwise annotation of cross-sectional imaging through AI collaborative labeling with quality assurance and bias mitigation

Frontiers in Radiology(2023)10.3389/fradi.2023.1202412

N/A

0DataRank · unranked

3 citations

Lei Zhang, Nathan Sarkar, Uttam K. Bodanapally, Guang Li, Jiazhen Hu +6 more

MoViT: Memorizing Vision Transformers for Medical Image Analysis

Lecture notes in computer science(2023)10.1007/978-3-031-45676-3_21

N/A

0DataRank · unranked

11 citations

Pengfei Guo, Jingpu Wu, Qianqi Huang, Nhat Le, Jinyuan Zhou +3 more

Pelphix: Surgical Phase Recognition from X-Ray Images in Percutaneous Pelvic Fixation

Lecture notes in computer science(2023)10.1007/978-3-031-43996-4_13

N/A

0DataRank · unranked

8 citations

Han Zhang, Jan Emily Mangulabnan, Mehran Armand, Russell H. Taylor, Greg Osgood +2 more

A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow.

Research Square(2023)10.21203/rs.3.rs-2837634/v1

N/A

0DataRank · unranked

3 citations

Wayne LaBelle, Mathias Unberath, Haomin Chen, Jiazhen Hu, Guang Li +2 more

Deformable motion compensation for intraprocedural vascular cone-beam CT with sequential projection domain targeting and vessel-enhancing autofocus

PubMed(2023)10.1117/12.2652137

N/A

0DataRank · unranked

1 citations

Heyuan Huang, Yicheng Hu, Wojciech Zbijewski, Mathias Unberath, Jeffrey H. Siewerdsen +3 more

A Quantitative Evaluation of Dense 3D Reconstruction of Sinus Anatomy from Monocular Endoscopic Video

arXiv (Cornell University)(2023)10.48550/arxiv.2310.14364

N/A

0DataRank · unranked

1 citations

Roger D. Soberanis-Mukul, Timo Teufel, Isabela Hernández, Jonas Winter, Manish Sahu +7 more

MoViT: Memorizing Vision Transformers for Medical Image Analysis

arXiv (Cornell University)(2023)10.48550/arxiv.2303.15553

N/A

0DataRank · unranked

0 citations

Pengfei Guo, Jingpu Wu, Qianqi Huang, Le, Nhat, Jinyuan Zhou +3 more

Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care

Alzheimer s & Dementia(2024)10.1002/alz.13710

N/A

0DataRank · unranked

26 citations

Esther S. Oh, Rama Chellappa, Niteesh K. Choudhry, George Demiris, Deepak Ganesan +15 more

Digital twins as a unifying framework for surgical data science: the enabling role of geometric scene understanding

Artificial Intelligence Surgery(2024)10.20517/ais.2024.16

N/A

0DataRank · unranked

25 citations

Lalithkumar Seenivasan, Benjamin D. Killeen, Sue Min Cho, Mathias Unberath, Hao Ding

OneSLAM to map them all: a generalized approach to SLAM for monocular endoscopic imaging based on tracking any point

International Journal of Computer Assisted Radiology and Surgery(2024)10.1007/s11548-024-03171-6

N/A

0DataRank · unranked

16 citations

Hongchao Shu, Roger D. Soberanis-Mukul, Jan Emily Mangulabnan, Manish Sahu, S. Swaroop Vedula +5 more

Take a shot! Natural language control of intelligent robotic X-ray systems in surgery

International Journal of Computer Assisted Radiology and Surgery(2024)10.1007/s11548-024-03120-3

N/A

0DataRank · unranked

16 citations

Shreayan Chaudhary, Greg Osgood, Mathias Unberath, Benjamin D. Killeen

Stand in surgeon’s shoes: virtual reality cross-training to enhance teamwork in surgery

International Journal of Computer Assisted Radiology and Surgery(2024)10.1007/s11548-024-03138-7

N/A

0DataRank · unranked

9 citations

Han Zhang, Liam J. Wang, Zixuan Liu, Constantin Kleinbeck, Michael A. Rosen +4 more

Interpretable Severity Scoring of Pelvic Trauma Through Automated Fracture Detection and Bayesian Inference

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3428836

N/A

0DataRank · unranked

7 citations

David Dreizin, Catalina Gómez, Anna Zapaishchykova, Mathias Unberath, Haomin Chen

An ASER AI/ML expert panel formative user research study for an interpretable interactive splenic AAST grading graphical user interface prototype

Emergency Radiology(2024)10.1007/s10140-024-02202-8

N/A

0DataRank · unranked

8 citations

M. Kumagai, Samantha Meyr, Sriya Pothapragada, Mathias Unberath, Guang Li +10 more

Deformable motion compensation in interventional cone‐beam CT with a context‐aware learned autofocus metric

Medical Physics(2024)10.1002/mp.17125

N/A

0DataRank · unranked

5 citations

Yixuan Liu, Jeffrey H. Siewerdsen, Alexander Lu, Yicheng Hu, Wojciech Zbijewski +4 more

Vessel-targeted compensation of deformable motion in interventional cone-beam CT

Medical Image Analysis(2024)10.1016/j.media.2024.103254

N/A

0DataRank · unranked

4 citations

Heyuan Huang, Yicheng Hu, Wojciech Zbijewski, Mathias Unberath, Jeffrey H Siewerdsen +3 more

An endoscopic chisel: intraoperative imaging carves 3D anatomical models

International Journal of Computer Assisted Radiology and Surgery(2024)10.1007/s11548-024-03151-w

N/A

0DataRank · unranked

4 citations

Roger D. Soberanis-Mukul, Timo Teufel, Manish Sahu, Jose L. Porras, S. Swaroop Vedula +5 more

Artificial intelligence in emergency and trauma radiology: ASER AI/ML expert panel Delphi consensus statement on research guidelines, practices, and priorities

Emergency Radiology(2024)10.1007/s10140-024-02306-1

N/A

0DataRank · unranked

3 citations

Garvit D. Khatri, Pedro V. Staziaki, Karen Buch, Mathias Unberath, Mohammed Mohammed +11 more

Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-Based Identification of Patients with Low Visual Field Variability

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.01.005

N/A

0DataRank · unranked

2 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Gregory D. Hager, Katharina Breininger +4 more

FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images

Lecture notes in computer science(2024)10.1007/978-3-031-72390-2_51

N/A

0DataRank · unranked

25 citations

Jingxing Li, Xinyuan Shao, Blanca Inigo Romillo, Ankush Jindal, David Dreizin +2 more

Effective Imaging Window Analysis for Wearable Ultrasound Device Using Fetal MRI

(2024)10.1109/uffc-js60046.2024.10793834

N/A

0DataRank · unranked

1 citations

Keshuai Xu, Yunpu Zhang, Ernest M. Graham, Russell H. Taylor, Mathias Unberath +3 more

Assessment of linear regression of peripapillary optical coherence tomography retinal nerve fiber layer measurements to forecast glacuoma trajectory

PLoS ONE(2024)10.1371/journal.pone.0296674

N/A

0DataRank · unranked

0 citations

Kaihua Hou, Patrick Herbert, Mathias Unberath, Greg Hager, Michael V. Boland +3 more

FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images

arXiv (Cornell University)(2024)10.48550/arxiv.2403.09827

N/A

0DataRank · unranked

0 citations

Jingxing Li, Xinyuan Shao, Blanca Inigo Romillo, Ankush Jindal, David Dreizin +2 more

ProtoSAM-3D: Interactive semantic segmentation in volumetric medical imaging via a Segment Anything Model and mask-level prototypes

Computerized Medical Imaging and Graphics(2025)10.1016/j.compmedimag.2025.102501

N/A

0DataRank · unranked

10 citations

David Dreizin, Blanca Íñigo, Mathias Unberath, Yiqing Shen

Direct Prediction of 48 Month Survival Status in Patients with Uveal Melanoma Using Deep Learning and Digital Cytopathology Images

Cancers(2025)10.3390/cancers17020230

N/A

0DataRank · unranked

5 citations

Haomin Chen, Neslihan Dilruba Köseoğlu, Anna Kolchinski, Mathias Unberath, Zélia M. Corrêa +1 more

Monocular Vision‐Based Endoscopic Sinus Navigation: A SLAM Driven Approach With CT Integration

Healthcare Technology Letters(2025)10.1049/htl2.70046

N/A

0DataRank · unranked

2 citations

Chin Hang Ryan Chan, Ryan Chou, Jan Emily Mangulabnan, Lalithkumar Seenivasan, Xingyu Chen +7 more

Cannula-Mounted Robots for Semi-Autonomous Vertebroplasty: A Comparison of Piezo-Based and Screw-Based Inchworm Drive Designs

PubMed(2025)10.1109/ismr67322.2025.11025971

N/A

0DataRank · unranked

1 citations

Benjamin D. Killeen, Justin D. Opfermann, Blanca Íñigo, Christopher R. Bailey, Ali Uneri +3 more

ProtoSAM-2D: 2D semantic Segment Anything Model with mask-level prototype-learning and distillation

PubMed(2025)10.1117/12.3047044

N/A

0DataRank · unranked

0 citations

David Dreizin, Blanca Íñigo, Mathias Unberath, Yiqing Shen

Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3037013

N/A

0DataRank · unranked

23 citations

Arian Mehrfard, Tianyu Song, Alex Johnson, Greg Osgood, Mathias Unberath +3 more

Automatic photoacoustic monitoring of perinatal brain hypoxia with superior sagittal sinus detection

Journal of Biomedical Optics(2025)10.1117/1.jbo.30.7.076004

N/A

0DataRank · unranked

0 citations

Ernest M. Graham, Mathias Unberath, Russell H. Taylor, Raymond C. Koehler, Jeeun Kang +2 more

Mathias Unberath

Indexed papers

Top data-sharing exemplar

Papers