Machine Learning for Healthcare (MLHC)

Aug 4th, 2022Aug 5th, 2022
Durham, NC
US
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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Ultrasound Sound Waves Social
Imaging to have key role in new guidelines on managing mastitis
April 1, 2026
X Ray Chest Lungs
Can radiologists, AI reliably identify lung abnormalities on x-ray?
April 1, 2026
Modernizing Radiotherapy Workflows
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Modernizing Radiotherapy Workflows
March 17, 2026
PSMA-PET images. (A) Representative examples illustrate the variability in the total tumor volume (TTV) among patients stratified by the number of metastatic lesions. (B) Case examples demonstrate TTV segmentation across a range of TTV values. Notably, as the tumor volume increased, a visible decrease in radiopharmaceutical uptake by normal organs is observed, particularly in the salivary glands, kidneys, and liver (denoted by brackets), a phenomenon known as the “sink effect.” SUV = standardized uptake value.
PET/CT metric improves outcome predictions in Pluvicto patients
March 31, 2026
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Imaging to have key role in new guidelines on managing mastitis
By Amerigo Allegretto
Medical societies have issued guidelines on managing mastitis in women, including considerations for ultrasound and mammography.
April 1, 2026
Ultrasound Sound Waves Social
Can radiologists, AI reliably identify lung abnormalities on x-ray?
By Kate Madden Yee
The finding underscores the diagnostic limitation of chest x-ray for identifying these subtle lung changes.
April 1, 2026
X Ray Chest Lungs
Modern EBRT reduces CVD risk in breast cancer patients
By Amerigo Allegretto
Modern EBRT for breast cancer treatment leads to minimal increases in CVD risk, an improvement over previous EBRT techniques.
April 1, 2026
Radiation Treatment Cancer Social
PET/CT metric improves outcome predictions in Pluvicto patients
By Will Morton
The inclusion of total tumor volume (TTV) produces prediction models with better discriminatory ability.
March 31, 2026
PSMA-PET images. (A) Representative examples illustrate the variability in the total tumor volume (TTV) among patients stratified by the number of metastatic lesions. (B) Case examples demonstrate TTV segmentation across a range of TTV values. Notably, as the tumor volume increased, a visible decrease in radiopharmaceutical uptake by normal organs is observed, particularly in the salivary glands, kidneys, and liver (denoted by brackets), a phenomenon known as the “sink effect.” SUV = standardized uptake value.
New recommendations issued on tau PET imaging
By AuntMinnie.com staff writers
Standardized imaging procedures are essential to facilitate the integration of tau PET into clinical workflows.
March 31, 2026
Examples of tau PET patterns in atypical AD and 4R tauopathies. Three axial slices upon MRI or MRI template show radiotracer distribution in exemplary cases of atypical AD and progressive supranuclear palsy (PSP).
Significant incidental lung findings on LDCT tied to other cancers
By Amerigo Allegretto
Significant incidental findings on LDCT lung screening are associated with a higher risk of an extrapulmonary cancer diagnosis.
March 31, 2026
Lung Ct Images 400
Imaging exam interpretation times show sharp increase
By Kate Madden Yee
The trend suggests that the "radiology workforce has reached maximum capacity" -- and may negatively affect patient outcomes.
March 31, 2026
Electronic Rad Report
Angiography-based FFR validated in patients with coronary artery disease
By Will Morton
Vessel fractional flow reserve (vFFR) was found a noninferior alternative to invasive pressure-wire–based FFR for guiding revascularization decisions.
March 30, 2026
Heart Pulmonary Trunk Social
Radiopharmaceutical Therapy Tracker
With so many targeted diagnostic and therapeutic radiopharmaceuticals in development for cancer care, AuntMinnie's new pipeline update tool can help keep track.
March 30, 2026
Rt Tracker
ML models find key predictors, racial disparities in breast cancer
By Amerigo Allegretto
Machine learning (ML) models confirm findings from previous studies on racial disparities in breast cancer incidence by age group.
March 30, 2026
Patient Mammography Breast Back 400
Could AI help standardize MSK ultrasound?
By Amerigo Allegretto
An AI algorithm showed success in providing accurate, real-time guidance for shoulder imaging.
March 27, 2026
Shoulder Joint 400
Researchers to develop 'patient-centered' imaging assessment tool
By Kate Madden Yee
The instrument will allow clinicians to "compare diagnostic strategies on patient-relevant endpoints," researchers noted.
March 27, 2026
X Ray Radiography Tech Patient
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