New paper published: Neural Network Architectures for Self-Supervised Body Part Regression Models with Automated Localized Segmentation Application
Dr. McMillan, Principal Investigator of the MIMRTL group, in collaboration with Michael Fei, currently a medical student at Creighton University, have published a new paper in the Journal of Imaging Informatics in Medicine (JIIM) titled …
November 14, 2024New arXiv preprint – Enhancing Interpretability in Medical Imaging with Scalable Ensembles
MIMRTL team members, graduate student Weijie Chen and Principal Investigator Alan McMillan, have published a new preprint on arXiv titled “SASWISE-UE: Segmentation and Synthesis with Interpretable Scalable Ensembles for Uncertainty Estimation”. This work introduces a …
November 12, 2024New preprint released: MedImageInsight- An Open-Source Embedding Model for General Domain Medical Imaging
Researchers from the Molecular Imaging Magnetic Resonance Technology Laboratory (MIMRTL) have contributed to a groundbreaking preprint that introduces MedImageInsight, an open-source generalist medical imaging model. The preprint, now available on arXiv, outlines the model’s ability …
October 10, 2024Professor McMillan Presents at 2024 ISMRM Workshop on Motion Correction
Motion artifacts remain a significant obstacle in MRI, but advancements in motion detection and correction are driving innovation in both clinical practice and research. The 2024 Motion Correction Workshop, held from September 3-6 by the …
September 6, 2024MIMRTL Presents at SIIM 2024!
The MIMRTL team from the University of Wisconsin School of Medicine and Public Health Department of Radiology showcased their latest research at the 2024 Society for Imaging Informatics in Medicine (SIIM) meeting, held in Washington, …
June 27, 2024MIMRTL Presents at SNMMI
At the 2024 Society for Nuclear Medicine and Molecular Imaging (SNMMI) meeting held in Toronto, Canada, from June 8-11, Caitlin Randell, a PhD student in Biomedical Engineering, and Alan McMillan, PhD, presented their research on …
June 9, 2024MIMRTL at the 2024 ISMRM Conference
The MIMRTL team from the University of Wisconsin School of Medicine and Public Health Department of Radiology participated in the 2024 International Society for Magnetic Resonance in Medicine (ISMRM) conference, held in Singapore from May …
May 4, 2024New Paper Using Radiomics to Study Recurrence in Metastatic Brain Tumors
In the realm of oncological treatment, stereotactic radiosurgery (SRS) is key part of treatment for patients with brain metastases. However, after SRS treatment doctors sometimes see suspicious changes in the brain. These changes can either …
May 1, 2024MIMRTL Undergraduate Team Members Participate in the 2024 Undergraduate Research Symposium
On April 25, 2024, Molecular Imaging Magnetic Resonance Technology Laboratory (MIMRTL) team members Tracy He, Ndinda Kasyoka, Aditi Sunil, and Kevin You presented their work at the Undergraduate Research Symposium held at Union South at …
April 26, 2024New Prototype Traveling Wave Electron Paramagnetic Resonance Imaging System
MIMRTL team members Eric Weber and Ted Nowak, both PhD students in the Department of Electrical and Computer Engineering department, have recently completed the construction of a prototype traveling wave electron paramagnetic resonance imaging (EPRI) …
February 27, 2024New Publication on Synthetic CT for Breast PET/MRI
In the recent publication in the journal Physics in Medicine and Biology, MIMRTL team members Xue Li and Alan McMillan reported a deep learning approach to perform attenuation correction (AC) in breast PET/MR imaging. This …
February 15, 2024Professor McMillan Participates in Cancer Moonshot Webinar
The Cancer Moonshot initiative, supported by the bipartisan 21st Century Cures Act, known as the “Cancer Moonshot bill,” was enacted in December 2016. It was reinvigorated by President Biden in February 2022 and continues its …
December 6, 2023Professor McMillan Honored as Distinguished Investigator by the Academy for Radiology and Biomedical Imaging Research
In a recognition of contributions to the field of imaging research, Professor McMillan has been selected as a Distinguished Investigator by the Academy for Radiology and Biomedical Imaging Research. This prestigious accolade, presented at the …
November 29, 20232023 ISMRM-SNMMI PET/MR Workshop
The PET/MR Workshop, co-chaired by Professor Alan B. McMillan, Ph.D., of the University of Wisconsin-Madison, and Patrick Veit-Haibach, M.D., from the University Health Network, Toronto, occurred on October 26th to 29th, 2023, at the University …
October 30, 2023Professor McMillan presents at ML4MI retreat
At the UW-Madison Machine Learning for Medical Imaging (ML4MI) retreat, themed “AI in Imaging and Medicine: Breaking Silos, Building Bridges,” Professor McMillan gave a presentation on the relevance and impact of foundation models in medical …
October 6, 2023MIMRTL Presents at CMIMI 2023
The MIMRTL team presented research at the 2023 Conference on Machine Intelligence in Medical Imaging (CMIMI), held on October 1-2, 2023, at Johns Hopkins University in Baltimore, Maryland. This event was organized by the Society …
October 2, 2023New paper published on stroke clot and edema segmentation
Professor McMillan was a co-author on a study published in the journal “Magnetic Resonance Imaging” entitled “Neural network for autonomous segmentation and volumetric assessment of clot and edema in acute and subacute intracerebral hemorrhages.” A …
September 15, 2023Dr. McMillan Presents at “Exploring Artificial Intelligence @ UW–Madison” webinar series
On August 11, 2023, as part of the ongoing “Exploring Artificial Intelligence @ UW–Madison” webinar series, Professor Alan McMillan provided valuable insights into the integration of AI in medical imaging. This session, marking the 8th …
August 11, 2023MIMRTL Team Presents Work at SIIM 2023
The MIMRTL team had several presentations at the Society for Imaging Informatics (SIIM) Annual Meeting in that occurred June 14th-16th in Austin, Texas. The team presented work on differential privacy in medical imaging, use of …
June 16, 2023Dr. McMillan presents at Practical Big Data Workshop
Dr. McMillan presented at the Practical Big Data Workshop at the University of Michigan in Ann Arbor on May 18th. The title of Dr. McMillan’s talk was “Can Machines be Trusted? Robustification of Deep Learning …
May 18, 2023- More News