Machine Learning for Healthcare (MLHC)

Aug 5th, 2021Aug 6th, 2021
Online
https://www.mlforhc.org/
MLHC is an annual research meeting that exists to bring together two usually insular disciplines: computer scientists and clinicians/medical researchers.
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Toe Joint
New procedure treats chronic pain in toe joints
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HPI study, online tool identify and predict cancer disparities
October 23, 2025
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October 22, 2025
Lung Cancer
Radiomics plus DL improve prediction of lung cancer invasiveness
October 22, 2025
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New procedure treats chronic pain in toe joints
By Will Morton
Median pain scores dropped for 27 patients from nine to one after five months.
October 23, 2025
Toe Joint
HPI study, online tool identify and predict cancer disparities
By Kate Madden Yee
Factors such as poverty and environmental toxins are some of the most common community-level predictors of U.S. cancer disparities.
October 23, 2025
Health Disparities Label Adobe Eco Lens
Radiology CSI: CT helps medical examiners determine cause of death
By Kate Madden Yee
Kalpana Kanal, PhD, of the University of Washington Medical Center in Seattle, spoke to AuntMinnie about forensic CT.
October 23, 2025
This image depicts comminuted skull fractures sustained in a pedestrian motor vehicle accident. These are difficult to document by a standard autopsy because the individual fragments are displaced during the internal examination and dissection of the head.
Radiomics plus DL improve prediction of lung cancer invasiveness
By Kate Madden Yee
This combined model could support better treatment planning for patients with early-stage disease.
October 22, 2025
Lung Cancer
False-negative breast exams on the rise
By Amerigo Allegretto
False-negative screening exams are rising among women, influenced by patient- and facility-level factors.
October 22, 2025
Mammo Reading 400
Is it time to put global health in radiology education curricula?
By Amerigo Allegretto
A lack of faculty expertise and less time in education curricula may hinder radiologist participation in global health efforts.
October 22, 2025
Globe Digital Screens
What’s the best treatment for 'eloquent' brain AVMs?
By Will Morton
Researchers performed the first direct comparisons of two emerging techniques for treating arteriovenous malformations (AVMs).
October 21, 2025
Brain Avms Thumbnail
Preop MRI lessens younger women's risk of breast cancer recurrence
By Amerigo Allegretto
Preoperative MRI may lead to lower risk of ipsilateral in-breast recurrence in younger women with newly diagnosed breast cancer.
October 21, 2025
Images in a 49-year-old patient originally treated for hormone receptor-positive invasive cancer without preoperative MRI who developed bloody nipple discharge two years after surgery. (A) Left mediolateral oblique mammogram shows new grouped pleomorphic calcification (arrow) adjacent to the previous operation site. (B) Transverse ultrasound image shows a 2.3-cm hypoechoic mass (arrows) with calcifications. (C) Axial contrast-enhanced fat-saturated T1-weighted MRI scan shows an irregular, heterogeneously enhancing mass (arrow) in the left breast, adjacent to the operation site. The final pathologic examination confirmed recurrent invasive ductal carcinoma.
MRI predicts diabetes in obese patients
By Will Morton
Researchers found a dose-response relationship between MRI-derived liver proton density fat fraction and abnormal glucose metabolism.
October 21, 2025
2025 10 21 Liver Mri Derived Proton Density Fat Fraction Thumbnail
Consider global lung features on LDCT to improve cancer risk prediction
By Kate Madden Yee
Integrating these features into a lung cancer prediction model "addresses key limitations of existing approaches," researchers explained.
October 21, 2025
2025 10 21 Radiology Lin Figure6 Thumbnail
Private equity firms set to acquire Hologic in $18 billion deal
By Erik L. Ridley
In a blockbuster deal valued at up to $18.3 billion, women's health firm Hologic has agreed to be acquired by Blackstone and TPG.
October 21, 2025
Hologic Logo No Tagline White Cropped
Medicare revises temporary claims hold
By Rebecca Farrington
In a new column, Rebecca Farrington of Healthcare Administrative Partners shares an update on the Medicare 10-day claims hold period.
October 20, 2025
Rebecca Farrington.
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