Breaking Negative Cycles: A Reflection-to-Action System for Adaptive Change.

Daniel Low Minsol Michelle Kim Daniel Low David Lafond Eugene Shim Michelle Han Mohanad Kandil Chenyu Zhang 0009 Theo Kitsberg Chelsea Boccagno Paul Pu Liang Pattie Maes Breaking Negative Cycles: A Reflection-to-Action System for Adaptive Change. 1438:1-1438:22 2026 CHI https://doi.org/10.1145/3772318.3791615 conf/chi/2026 db/conf/chi/chi2026.html#KimLLSHKZKBLM26 Tianyi Ren Daniel Low Pittra Jaengprajak Juampablo Heras Rivera Jacob Ruzevick Mehmet Kurt Clinical Interpretability of Deep Learning Segmentation Through Shapley-Derived Agreement and Uncertainty Metrics. ISBI 2026 1-5 conf/isbi/2026 https://doi.org/10.1109/ISBI61048.2026.11515808 db/conf/isbi/isbi2026.html#RenLJRRK26 streams/conf/isbi

Juampablo Heras Rivera Dickson T. Chen Tianyi Ren Daniel Low Asma Ben Abacha Alberto Santamaria-Pang Mehmet Kurt BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features. 2026 February abs/2602.16006 CoRR https://doi.org/10.48550/arXiv.2602.16006 db/journals/corr/corr2602.html#abs-2602-16006 streams/journals/corr

Yunzheng Zhu Aichi Chien Kimaya Kulkarni Luoting Zhuang Stephen Park Ricky Savjani Daniel Low William Hsu GLIDE-Reg: Global-to-Local Deformable Registration Using Co-Optimized Foundation and Handcrafted Features. 2026 March abs/2603.00218 CoRR https://doi.org/10.48550/arXiv.2603.00218 db/journals/corr/corr2603.html#abs-2603-00218 streams/journals/corr

Juampablo Heras Rivera Daniel Low Xavier Xiong Jacob Ruzevick Daniel D. Child Wen-Wai Yim Mehmet Kurt Asma Ben Abacha CoRe-BT: A Multimodal Radiology-Pathology-Text Benchmark for Robust Brain Tumor Typing. 2026 March abs/2603.03618 CoRR https://doi.org/10.48550/arXiv.2603.03618 db/journals/corr/corr2603.html#abs-2603-03618 streams/journals/corr

Tianyi Ren Daniel Low Pittra Jaengprajak Juampablo Heras Rivera Jacob Ruzevick Mehmet Kurt Clinical Interpretability of Deep Learning Segmentation Through Shapley-Derived Agreement and Uncertainty Metrics. 2025 December abs/2512.07224 CoRR https://doi.org/10.48550/arXiv.2512.07224 db/journals/corr/corr2512.html#abs-2512-07224 streams/journals/corr

Michael Lauria Kamal Singhrao Brad Stiehl Daniel Low Jonathan G. Goldin Igor Barjaktarevic Anand P. Santhanam Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics. 185-197 2022 17 Int. J. Comput. Assist. Radiol. Surg. 1 https://doi.org/10.1007/s11548-021-02465-3 db/journals/cars/cars17.html#LauriaSSLGBS22

Brad Stiehl Michael Lauria Kamal Singhrao Jonathan G. Goldin Igor Barjaktarevic Daniel Low Anand P. Santhanam Scalable quorum-based deep neural networks with adversarial learning for automated lung lobe segmentation in fast helical free-breathing CTs. 1775-1784 2021 16 Int. J. Comput. Assist. Radiol. Surg. 10 https://doi.org/10.1007/s11548-021-02454-6 db/journals/cars/cars16.html#StiehlLSGBLS21

Anand P. Santhanam Brad Stiehl Michael Lauria Igor Barjaktarevic Jonathan G. Goldin Jane Yanagawa Daniel Low A quantitative prediction of the post-operative lobectomy lung physiology using a GPU-based linear elastic lung biomechanics model and a constrained generative adversarial learning approach. 2021 Image-Guided Procedures https://doi.org/10.1117/12.2582271 conf/miigp/2021 db/conf/miigp/miigp2021.html#SanthanamSLBGYL21 Anand P. Santhanam Michael Lauria Brad Stiehl Daniel Elliott Saty Seshan Scott Hsieh Minsong Cao Daniel Low An adversarial machine-learning-based approach and biomechanically guided validation for improving deformable image registration accuracy between a planning CT and cone-beam CT for adaptive prostate radiotherapy applications. 113130P 2020 Image Processing https://doi.org/10.1117/12.2550493 conf/miip/2020 db/conf/miip/miip2020.html#SanthanamLSESHC20

John Neylon Yugang Min Patrick Kupelian Daniel Low Anand P. Santhanam Analytical modeling and feasibility study of a multi-GPU cloud-based server (MGCS) framework for non-voxel-based dose calculations. 669-680 2017 12 Int. J. Comput. Assist. Radiol. Surg. 4 https://doi.org/10.1007/s11548-016-1473-5 https://www.wikidata.org/entity/Q39456287 db/journals/cars/cars12.html#NeylonMKLS17

Anand P. Santhanam Yugang Min Patrick Kupelian Daniel Low Multi-Kinect v2 Camera Based Monitoring System for Radiotherapy Patient Safety. 352-358 2016 MMVR https://doi.org/10.3233/978-1-61499-625-5-352 conf/mmvr/2016 db/conf/mmvr/mmvr2016.html#SanthanamMKL16 Anand P. Santhanam Tai Dou John Neylon Yugang Min Alexandre Kupelian Ke Sheng Daniel Ennis 0001 Jannick P. Rolland Daniel Low Patrick Kupelian Multi-Scale, Multi-Modal Image Integration for Image-Guided Clinical Interventions in the Head and Neck Anatomy. 380-386 2013 MMVR https://doi.org/10.3233/978-1-61499-209-7-380 conf/mmvr/2013 db/conf/mmvr/mmvr2013.html#SanthanamDNMKSERLK13

Heinz Handels René Werner Rainer Schmidt 0004 Thorsten Frenzel Wei Lu 0025 Daniel Low Jan Ehrhardt 4D medical image computing and visualization of lung tumor mobility in spatio-temporal CT image data. S433-S439 2007 76 Int. J. Medical Informatics S3 https://doi.org/10.1016/j.ijmedinf.2007.05.003 https://www.wikidata.org/entity/Q31117313 db/journals/ijmi/ijmi76.html#HandelsWSFLLE07

Jan Ehrhardt René Werner Thorsten Frenzel Wei Lu 0025 Daniel Low Heinz Handels Analysis of free breathing motion using artifact reduced 4D CT image data. 65121N 2007 Image Processing https://doi.org/10.1117/12.708171 conf/miip/2007 db/conf/miip/miip2007.html#EhrhardtWFLLH07 René Werner Jan Ehrhardt Thorsten Frenzel Dennis Säring Daniel Low Heinz Handels Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen. 6-10 2006 conf/bildmed/2006 Bildverarbeitung für die Medizin https://doi.org/10.1007/3-540-32137-3_2 db/conf/bildmed/bildmed2006.html#WernerEFSLH06 Heinz Handels René Werner Thorsten Frenzel Dennis Säring Wei Lu 0025 Daniel Low Jan Ehrhardt Generation of 4D CT Image Data and Analysis of Lung Tumour Mobility during the Breathing Cycle. 977-982 2006 MIE https://doi.org/10.3233/978-1-58603-647-8-977 conf/mie/2006 db/conf/mie/mie2006.html#HandelsWFSLLE06 Jan Ehrhardt René Werner Thorsten Frenzel Dennis Säring Wei Lu 0025 Daniel Low Heinz Handels Reconstruction of 4D-CT data sets acquired during free breathing for the analysis of respiratory motion. 614414 2006 Image Processing https://doi.org/10.1117/12.651730 conf/miip/2006 db/conf/miip/miip2006.html#EhrhardtWFSLLH06 Asma Ben Abacha Igor Barjaktarevic Chelsea Boccagno Minsong Cao Dickson T. Chen Aichi Chien Daniel D. Child Tai Dou Jan Ehrhardt Daniel Elliott Daniel B. EnnisDaniel Ennis 0001 Thorsten Frenzel Jonathan G. Goldin Michelle Han Heinz Handels Scott Hsieh William Hsu Pittra Jaengprajak Mohanad Kandil Minsol Michelle Kim Theo Kitsberg Kimaya Kulkarni Alexandre Kupelian Patrick Kupelian Mehmet Kurt David Lafond Michael Lauria Paul Pu Liang Wei Lu 0025 Pattie Maes Yugang Min John Neylon Stephen Park Tianyi Ren Juampablo Heras Rivera Jannick P. Rolland Jacob Ruzevick Alberto Santamaria-Pang Anand P. Santhanam Dennis Säring Ricky Savjani Rainer Schmidt 0004 Saty Seshan Ke Sheng Eugene Shim Kamal Singhrao Brad Stiehl René Werner Xavier Xiong Jane Yanagawa Wen-Wai Yim Chenyu Zhang 0009 Yunzheng Zhu Luoting Zhuang