Madeline Hess

Intelligent imaging & applied deep learning researcher @UCSF_Ci2

[Madeline Hess @MaddHess]

Are you at #ISMRM2025? Come to my talk!

Can 0.55T knee MRI be made clinically viable with deep learning?

We denoised 0.55T & 3T knee MRI on-scanner at UCSF. 0.55T got clearer—but not 3T clear.

📍May 13, 8:15am | Registered Abstracts: Results Unveiled @UCSF_Ci2
#AIinHealthcare

[UCSF Center for Intelligent Imaging @UCSF_Ci2]

Madeline Hess (@MaddHess), @UCSF_Ci2 research data analyst, is revolutionizing the way we understand chronic low back pain. Explore the potential of interactive 3D models from MRI scans in our latest blog post ➡️ https://t.co/67pNO7mJc9

[UCSF Center for Intelligent Imaging @UCSF_Ci2]

Video capture of mobile #AugmentedReality Sira application of a 3D model derived from an #MRI in a normal patient with segmentation performed using a novel algorithm implemented by @UCSF_Ci2 researcher Madeline Hess (@MaddHess).

[UCSF Center for Intelligent Imaging @UCSF_Ci2]

In @PainMedJournal, @UCSF_Ci2 Drs. @MaddHess, Kenneth Gao, Radhika Tiberwala, Gaurav Inamdar, @UpasanaUBharad1, Cynthia Chin, @PedoiaValentina, @sharmilamajumda & collaborators explore the potential to enhance clinical care efficiency. https://t.co/rgPbpv2GGd

[Madeline Hess @MaddHess]

Hope I knocked your non-magnetic scanner socks off with my Power Pitch at #ISMRM2023 today!
If you missed it, check out my abstract and digital poster (# 0957) to learn about scaling deep learning research to improve clinical trials for knee OA @UCSF_Ci2

[Madeline Hess @MaddHess]

SO amped that my first peer-reviewed journal article was just published!!! Thank you to the @NIH Back Pain Consortium and @NIH_NIAMS for empowering our team at @UCSF_Ci2 to build tools to better understand and treat chronic low back pain

[Pain Medicine Journal @PainMedJournal]

This study assesses the feasibility of substituting automatic for human-demarcated segmentation of major anatomical structures in clinical lumbar spine MRI to generate quantitative image-based features and biomechanical models. https://t.co/4FY4B22msO

[Madeline Hess @MaddHess]

Amazing working with Kenneth, Radhika, @PedoiaValentina, @sharmilamajumda and all our team to build methods to automatically analyze of vertebral endplate changes!

[UCSF Center for Intelligent Imaging @UCSF_Ci2]

#ModicChanges are known as the most prevalent classification system for describing #MRI signal intensity changes in the vertebrae. Learn more about recent research from @UCSF_ci2 investigators ➡️ https://t.co/C3ZGuEzdwq @MaddHess

[Valentina Pedoia @PedoiaValentina]

Happening now @QMSKIWorkshop @MaddHess is presenting on DL driven identification of abnormalities in the spine related to low back pain @UCSF_Ci2

[Valentina Pedoia @PedoiaValentina]

⁦@UCSF_Ci2⁩ team ready for the Amsterdam adventure ⁦@QMSKIWorkshop⁩ ⁦@MaddHess⁩ ⁦@atolpadi7⁩ ⁦@Rupsa_B⁩

[Valentina Pedoia @PedoiaValentina]

Great time @QMSKIWorkshop !!! @UCSF_CI2 so great to have so many group pics to chose from after 2 years of virtual ones !!!!

[Valentina Pedoia @PedoiaValentina]

Check out our new paper that uses DL to better understand spine abnormalities related to low back pain ! Great work from Kenneth Gao, Radhika Tribewala @MaddHess @sharmilamajumda @UCSF_CI2 https://t.co/2gsEeszTHO

[Madeline Hess @MaddHess]

@PedoiaValentina @sharmilamajumda @UCSF_Ci2 Wahooooo thrilled for my first published co-authorship! Check out our paper to see AI-assistance to radiologists in action 😎 Excellent work, Kenneth and Radhika!

[Madeline Hess @MaddHess]

Don’t miss Jennifer Cummings and Michelle Tong presenting in Suite 7 on advanced cartilage analysis techniques! #ISMRM2022

[Madeline Hess @MaddHess]

Come to computer 45 to see @atolpadi7’s work on tissue-specific loss functions for MRI reconstruction! @UCSF_Ci2 #ISMRM2022

[Valentina Pedoia @PedoiaValentina]

Super popular @MaddHess at the MSK poster session @ISMRM ! Come chat with her at computer 69 to know more about DL application of spine fast MRI and automatic biomarker extraction @UCSFImaging @UCSF_CI2

[Koren Roach @Koren_Roach]

Visit @MaddHess at computer 69 to learn about the Robustness of Deep Learning Processing on Deep Learning reconstructed Lumbar Spine MRI #ISMRM2022

[Valentina Pedoia @PedoiaValentina]

Come chat with @atolpadi7 at computer 68 about tissue specific loss for MRI reconstruction @ISMRM @UCSF_Ci2

[Valentina Pedoia @PedoiaValentina]

Group lunch @ISMRM after a great morning of Machine Learning and MRI of cartilage @UCSF_CI2

[Koren Roach @Koren_Roach]

Awesome start to #ISMRM2022! UCSF dinner adventure on the tube! @MaddHess @atolpadi7