Maciej A. Mazurowski
@mazurowski.bsky.social
Associate Professor at Duke | Director of Duke Spark | AI in Medical Imaging
Congrats to Nick Konz for defending his PhD dissertation!
Nick has done an amazing job developing a variety of machine learning algorithms in the context of breast imaging. Nick's next step will be a postdoc at UNC Chapel Hill, where he will continue working on machine learning.
Nick has done an amazing job developing a variety of machine learning algorithms in the context of breast imaging. Nick's next step will be a postdoc at UNC Chapel Hill, where he will continue working on machine learning.
November 6, 2025 at 3:44 PM
Congrats to Nick Konz for defending his PhD dissertation!
Nick has done an amazing job developing a variety of machine learning algorithms in the context of breast imaging. Nick's next step will be a postdoc at UNC Chapel Hill, where he will continue working on machine learning.
Nick has done an amazing job developing a variety of machine learning algorithms in the context of breast imaging. Nick's next step will be a postdoc at UNC Chapel Hill, where he will continue working on machine learning.
NEW PUBLIC DATASET ALERT!
Just published in Nature Scientific Data.
We're happy to publicly release another medical imaging dataset: Duke University Cervical Spine MRI Segmentation Dataset (CSpineSeg). Here are some details:
Just published in Nature Scientific Data.
We're happy to publicly release another medical imaging dataset: Duke University Cervical Spine MRI Segmentation Dataset (CSpineSeg). Here are some details:
October 29, 2025 at 5:03 PM
NEW PUBLIC DATASET ALERT!
Just published in Nature Scientific Data.
We're happy to publicly release another medical imaging dataset: Duke University Cervical Spine MRI Segmentation Dataset (CSpineSeg). Here are some details:
Just published in Nature Scientific Data.
We're happy to publicly release another medical imaging dataset: Duke University Cervical Spine MRI Segmentation Dataset (CSpineSeg). Here are some details:
Congrats to Hanxue Gu, Yaqian Chen, and co-authors for receiving the best paper award at the MICCAI Deep Breath 2025 workshop!
The paper discusses the use of foundation models in the context of image registration.
The paper discusses the use of foundation models in the context of image registration.
October 23, 2025 at 1:45 PM
Congrats to Hanxue Gu, Yaqian Chen, and co-authors for receiving the best paper award at the MICCAI Deep Breath 2025 workshop!
The paper discusses the use of foundation models in the context of image registration.
The paper discusses the use of foundation models in the context of image registration.
Precise 3D measurement of fracture angles would be of enormous help in orthopedics, and yet it's very challenging from standard X-rays. We have a solution!
September 16, 2025 at 5:14 PM
Precise 3D measurement of fracture angles would be of enormous help in orthopedics, and yet it's very challenging from standard X-rays. We have a solution!
Want to make a CT out of an MRI? It's possible thanks to generative models, but it has issues which we're addressing in our ContourDiff model (code available)!
September 12, 2025 at 4:16 PM
Want to make a CT out of an MRI? It's possible thanks to generative models, but it has issues which we're addressing in our ContourDiff model (code available)!
Segmentation models may perform poorly when test images belong to a different domain (e.g., a different medical center). We developed a method of adapting the models using a single unlabeled image from the test domain!
September 1, 2025 at 3:20 PM
Segmentation models may perform poorly when test images belong to a different domain (e.g., a different medical center). We developed a method of adapting the models using a single unlabeled image from the test domain!
Tired of annotating entire volumes of medical images? We developed a model allowing for annotating one slice and extending the annotation to the entire volume.
August 25, 2025 at 2:59 PM
Tired of annotating entire volumes of medical images? We developed a model allowing for annotating one slice and extending the annotation to the entire volume.
We shared the resources, including a fine-tuning guide here:
github.com/mazurowski-...
The paper is here:
www.melba-journal.org/pdf/2025:00...
github.com/mazurowski-...
The paper is here:
www.melba-journal.org/pdf/2025:00...
August 14, 2025 at 3:46 PM
We shared the resources, including a fine-tuning guide here:
github.com/mazurowski-...
The paper is here:
www.melba-journal.org/pdf/2025:00...
github.com/mazurowski-...
The paper is here:
www.melba-journal.org/pdf/2025:00...
Announcing another new public segmentation model from our team! It segments muscles and fat (different types) in CTs of the chest/abdomen/pelvis.
August 4, 2025 at 12:05 PM
Announcing another new public segmentation model from our team! It segments muscles and fat (different types) in CTs of the chest/abdomen/pelvis.