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M

Mathias Unberath

Johns Hopkins University

33H指数
348论文数
4.8K被引数
收录论文 60
发表时间
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SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated “Corruptions”– An EndoVis’24 ChallengeSegSTRONG-C：在非对抗性生成的“干扰”下鲁棒地分割手术器械——一个EndoVis’24挑战
errIEEE Transactions on Medical Imaging
IF9.8
err2026-10-14
err0
PREAI
errHao Ding; Yuqian Zhang; Tuxun Lu; Ruixing Liang; Hongchao Shu; Lalithkumar Seenivasan; Yonghao Long; Qi Dou; Cong Gao; Yicheng Leng; Seok Bong Yoo; Eung-Joo Lee; Zijian Wu; Yuxin Chen; Septimiu E. Salcudean; Samra Irshad; Shadi Albarqouni; Seong Tae Kim; Yueyi Sun; An Wang; Long Bai; Hongliang Ren; Ihsan Ullah; Ho-Gun Ha; Attaullah Khan; Hyunki Lee; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Sita Tailor; Ricardo Sanchez-Matilla; Imanol Luengo; Tianhao Fu; Jun Ma; Bo Wang; Marcos Fernández-Rodríguez; Estevao Lima; João L. Vilaça; Negin Ghamsarian; Klaus Schoeffmann; Raphael Sznitman; Mathias Unberath
err分享
err收藏
A multi-task video reasoning dataset across semantic, spatial, and temporal categories with four difficulty levels跨语义、空间和时间类别的多任务视频推理数据集，包含四个难度级别
errScientific Data
IF6.9
err2026-08-29
err0
errOAAI
errYiqing Shen; Chenjia Li; Chenxiao Fan; Mathias Unberath
err分享
err收藏
Detecting dataset bias in medical AI using a generalized and modality agnostic auditing approach使用广义且与模态无关的审计方法检测医学人工智能中的数据集偏差
errnpj Digital Medicine
IF15.1
err2026-05-29
err0
errOAAI
errNathan Drenkow; Mitchell Pavlak; Keith Harrigian; Ayah Zirikly; Adarsh Subbaswamy; Mohammad Mehdi Farhangi; Nicholas Petrick; Mathias Unberath
err分享
err收藏
TwinOR: photorealistic digital twins of dynamic operating rooms for embodied AI researchTwinOR：用于具身人工智能研究的动态手术室逼真数字孪生
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errZhang, Han; Shen, Yiqing; Soberanis-Mukul, Roger D.; Ghosh, Ankita; Ding, Hao; Seenivasan, Lalithkumar; Porras, Jose L.; Mao, Zhekai; Li, Chenjia; Xiao, Wenjie; Yarmus, Lonny; Argento, Angela Christine; Ishii, Masaru; Unberath, Mathias
err分享
err收藏
Investigating robot control policy learning for autonomous x-ray-guided spine procedures研究自主X射线引导下脊柱手术的机器人控制策略学习
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errKlitzner, Florence; Romillo, Blanca Inigo; Killeen, Benjamin D.; Seenivasan, Lalithkumar; Song, Michelle; Choi, Rebecca; Khan, Majid; Krieger, Axel; Unberath, Mathias
err分享
err收藏
BronchOpt: vision-based pose optimization with fine-tuned foundation models for accurate bronchoscopy navigationBronchOpt：基于视觉的位姿优化与微调基础模型，实现精确支气管镜导航
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errShu, Hongchao; Soberanis-Mukul, Roger D.; Xu, Jiru; Ding, Hao; Ringel, Morgan; Shen, Mali; Sayed, Saif Iftekar; Rafii-Tari, Hedyeh; Unberath, Mathias
err分享
err收藏
AnatomyGen: Generating Anatomically Plausible Human Phantoms at High Resolution解剖学生成：高分辨率解剖学上可信的人体模型生成
errSHAPE IN MEDICAL IMAGING, SHAPEMI 2025
IF0
err2026-01-01
err0
PREAI
errPodobnik, Gasper; Balodi, Nidhi; Killeen, Benjamin D.; Vrtovec, Tomaz; Unberath, Mathias
err分享
err收藏
Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IX
IF0
err2026-01-01
err0
PREAI
errShen, Yiqing; Li, Chenjia; Liu, Bohan; Li, Cheng-Yi; Porras, Tito; Unberath, Mathias
err分享
err收藏
Explainable AI for Automated User-Specific Feedback in Surgical Skill Acquisition可解释人工智能在手术技能获取中的自动化个性化反馈
errHUMAN-AI COLLABORATION, HAIC 2025
IF0
err2026-01-01
err1
PREAI
errGomez, Catalina; Seenivasan, Lalithkumar; Zou, Xinrui; Yoon, Jeewoo; Chu, Sirui; Leong, Ariel; Kramer, Patrick; Ku, Yu-Chun; Porras, Jose L.; Martin-Gomez, Alejandro; Ishii, Masaru; Unberath, Mathias
err分享
err收藏
FluoroSAM: A Language-Promptable Foundation Model for Flexible X-Ray Image Segmentation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err2
PREAI
errKilleen, Benjamin D.; Wang, Liam J.; Iiiigo, Blanca; Zhang, Han; Armand, Mehran; Taylor, Russell H.; Osgood, Greg; Unberath, Mathias
err分享
err收藏
The explainable AI dilemma under knowledge imbalance in specialist AI for glaucoma referrals in primary care在初级保健中，用于青光眼转诊的专业AI在知识不平衡条件下的可解释AI困境
errnpj Digital Medicine
IF15.1
err2025-11-20
err0
errOAAI
errCatalina Gomez; Ruolin Wang; Katharina Breininger; Corinne Casey; Chris Bradley; Mitchell Pavlak; Alex Pham; Jithin Yohannan; Mathias Unberath
err分享
err收藏
Stakeholders' Perceived Benefits and Concerns Regarding Artificial Intelligence in the Care of Older Adults利益相关者对老年护理中人工智能的感知收益与担忧
errJOURNAL OF THE AMERICAN GERIATRICS SOCIETY
IF4.5
err2025-11-01
err0
errOAAI
errChae, Kacey; Massare, Jacqueline; Ashida, Sato; Cudjoe, Thomas K. M.; Abadir, Peter; Arbaje, Alicia I.; Unberath, Mathias; Phan, Phillip; Schoenborn, Nancy L.
err分享
err收藏
An Interactive and Explainable AI Approach to Improve Human-Machine Teaming in Cancer Subtyping from Digital Cytopathology一种交互式和可解释的AI方法，用于通过数字细胞病理学改善癌症亚型分组的入机协作
errMedical Image Analysis
IF11.8
err2025-10-31
err0
errOAAI
errHaomin Chen; Catalina Gomez; Zelia M. Correa; Alvin Liu; Tatyana Milman; Maya Eiger-Moscovich; Patricia Chévez-Barrios; Diva Salomao; Mathias Unberath
err分享
err收藏
Automated Prediction of Bone Volume Removed in Mastoidectomy乳突切除术术中骨量切除的自动化预测
errjama otolaryngology head neck surgery
IF0
err2025-08-11
err0
PREAI
errNimesh V. Nagururu MD, MSE; Hisashi Ishida MSE; Andy S. Ding MD, MSE; Masaru Ishii MD, PhD; Mathias Unberath PhD; Russell H. Taylor PhD; Adnan Munawar PhD; Manish Sahu PhD; Francis X. Creighton MD
err分享
err收藏
Perspectives on AI and Novel Technologies Among Older Adults, Clinicians, Payers, Investors, and Developers老年成年人、临床医生、支付方、投资者和开发者对人工智能和新技术的观点
errJAMA NETWORK OPEN
IF9.7
err2025-04-04
err0
errOAAI
errSchoenborn, Nancy L.; Chae, Kacey; Massare, Jacqueline; Ashida, Sato; Abadir, Peter; Arbaje, Alicia I.; Unberath, Mathias; Phan, Phillip; Cudjoe, Thomas K. M.
err分享
err收藏
ProtoSAM-3D: Interactive semantic segmentation in volumetric medical imaging via a Segment Anything Model and mask-level prototypes
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-04-01
err0
PREAI
errShen, Yiqing; Dreizin, David; Inigo, Blanca; Unberath, Mathias
err分享
err收藏
Automated Craniotomy Phase Detection Using Multi-Stage Temporal Convolutional Neural Networks
errNEUROSURGERY
IF3.9
err2025-04-01
err0
PREAI
errLeong, Ariel; Porras, Jose Luis; Soberanis-Mukul, Roger; Shankar, Rohit; Cullen, Mackenzie; Vedula, Swaroop; Judy, Brendan F.; Abu-Bonsrah, Nancy A.; Hung, Alice L.; Luksik, Andrew; Torroella, Jordina N. Rincon; Xu, Risheng; Bettegowda, Chetan; Jackson, Christopher Mitchell; Weingart, Jon; Gallia, Gary L.; Huang, Judy; Brem, Henry; Unberath, Mathias; Ishii, Masaru
err分享
err收藏
3D Skull Base Reconstruction Using Publicly Available Foundational AI Models and Endoscope Video
errNEUROSURGERY
IF3.9
err2025-04-01
err0
PREAI
errPorras, Jose Luis; Soberanis-Mukul, Roger; Mangulabnan, Jan; Sahu, Manish; Cullen, Mackenzie; Vedula, Swaroop; Gallia, Gary L.; Brem, Henry; Taylor, Russell; Hager, Gregory; Unberath, Mathias; Ishii, Masaru
err分享
err收藏
Toward Precision Education in Neurosurgical Training: Cognitive Load Estimation via Pupil Diameter
errNEUROSURGERY
IF3.9
err2025-04-01
err0
PREAI
errPorras, Jose Luis; Cullen, Mackenzie; Soberanis-Mukul, Roger; Shankar, Rohit; Liu, Jiachen; Joshi, Kshitij; Leong, Ariel; Vedula, Swaroop; Judy, Brendan F.; Abu-Bonsrah, Nancy A.; Hung, Alice L.; Luksik, Andrew; Torroella, Jordina N. Rincon; Xu, Risheng; Bettegowda, Chetan; Jackson, Christopher Mitchell; Gallia, Gary L.; Huang, Judy; Brem, Henry; Unberath, Mathias; Ishii, Masaru
err分享
err收藏
Estimating Cognitive Load Via Pupil Diameter: A Novel Metric for Assessing Neurosurgical Residency Applicants
errNEUROSURGERY
IF3.9
err2025-04-01
err0
PREAI
errPorras, Jose Luis; Weber-Levine, Carly; Jiang, Kelly; Cullen, Mackenzie; Soberanis-Mukul, Roger; Leong, Ariel; Liu, Jiachen; Joshi, Kshitij; Shankar, Rohit; Mahapatra, Smruti; Hung, Alice L.; Yang, Wuyang; Al-Khindi, Timour; Johnson, Emily; Liu, Connor; Vedula, Swaroop; Bettegowda, Chetan; Gallia, Gary L.; Huang, Judy; Brem, Henry; Unberath, Mathias; Ishii, Masaru; Theodore, Nicholas
err分享
err收藏

研究方向

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