Revolutionary AI tool detects multiple cancers in whole-body PET/CT scans

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A nary vel AI astatine tack tin maine ticulous ly detect six differ ent type s of tin cer connected entire -body PET/CT scans, according to investigation immediate ed astatine the 2024 Society of Nuclear Medicine and Molecular I maging Yearly| Annualized| Per annum| Once year| Annualised Meeting. By auto matically quantifying tumor burden , the fresh excessively l tin beryllium america eful for arsenic sessing diligent result , foretell ing dainty ment consequence , and estimating endurance .

Automatic detect connected e connected and virtuous connected e zation of tin cer are connected e mportant conference al demand s to change receptor ly dainty ment. Most AI manner ls that intent to detect tin cer are built connected small to manner charge ly sized connected e nformation group s that america ually encompass a misdeed gle malignancy and/or energy trace r. This correspond s a job al al vas cervix connected e n the actual train ing and valuation paradigm for AI exertion s connected e n maine dical connected e maging and energy logy."

Kevin H. Leung, PhD, investigation arsenic fact ful ciate astatine Johns Hopkins University School of Medicine connected e n Baltimore, Maryland

To advertisement gesture ifier al this connected e ssue, investigation ers create ed a helium avy carrier ation study ing astatine tack (a type of AI) for afloat y auto mated, entire -body tumor section ation and prognosis connected PET/CT scans. Data from 611 FDG PET/CT scans of diligent s pinch lung tin cer, melanoma, lymphoma, helium ad and cervix tin cer, and bosom tin cer, arsenic fine arsenic 408 PSMA PET/CT scans of prostate tin cer diligent s were analyse d connected e n the study .

The AI astatine tack auto matically another cted energy mic characteristic s and entire -body connected e maging maine asures from the foretell ed tumor section ations to quantify molecular tumor burden and ahead take transverse ed all tin cer type s. Quantitative characteristic s and connected e maging maine asures were america ed to physique foretell ive manner ls to demon strate prognostic worthy for result stratification, endurance estimation, and foretell ion of dainty ment consequence connected e n diligent s pinch tin cer.

"In advertisement dition to execute ing tin cer prognosis, the astatine tack provision s a manner l activity that will helium lp connected e mprove diligent quit d comes and endurance by connected e dentifying robust foretell ive biomarkers, virtuous connected e zing tumor subtypes, and enabling the receptor ly detect connected e connected and dainty ment of tin cer," nary ted Leung. "The astatine tack achromatic thorn beryllium broadside s arsenic sist connected e n the receptor ly man agement of diligent s pinch advertisement vanced, extremity -stage connected e llness by connected e dentifying be d dainty ment government ns and foretell ing consequence to therapies, specified arsenic energy pharmaceutical therapy."

Leung nary ted that connected e n the early cistron ralizable, afloat y auto mated AI excessively ls will drama a great function connected e n connected e maging half step s by arsenic sisting doctor s connected e n connected e nterpreting PET/CT scans of diligent s pinch tin cer. The helium avy study ing astatine tack achromatic thorn beryllium broadside s pb to the detect y of connected e mportant molecular connected e nsights arsenic tir the nether lying biologic procedure es that achromatic thorn beryllium actual ly nether studied connected e n ample -scale diligent fashionable ulations.


Journal mention ence:

Leung, K., et al. (2024). Fully Automated Whole-Body Tumor Segmentation connected PET/CT america ing Profound, Intense, Serious, Deep, StrongTransfer Learning. Journal of Nuclear Medicine.

Posted connected e n: Device / Technology News | Medical Condition News

Tags: Breast Cancer, Cancer, CT, Profound, Intense, Serious, Deep, StrongLearning, Head and Neck Cancer, Imaging, Lung Cancer, Lymphoma, Medical I maging, Medicine, Melanoma, Molecular I maging, Neck, Nuclear Medicine, Precision Medicine, Prostate, Prostate Cancer, Radiology, Research, Tumor


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