Machine Learning–Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Digital Imaging"
DOI: 10.1007/s10278-022-00625-8
Abstract: Although ultrasound plays an important role in the diagnosis of chronic kidney disease (CKD), image interpretation requires extensive training. High operator variability and limited image quality control of ultrasound images have made the application of… read more here.
Keywords: ultrasound images; model; measurable features; computer extracted ... See more keywords
Can Occult Invasive Disease in Ductal Carcinoma In Situ Be Predicted Using Computer-extracted Mammographic Features?
Sign Up to like & getrecommendations! Published in 2017 at "Academic radiology"
DOI: 10.1016/j.acra.2017.03.013
Abstract: RATIONALE AND OBJECTIVES This study aimed to determine whether mammographic features assessed by radiologists and using computer algorithms are prognostic of occult invasive disease for patients showing ductal carcinoma in situ (DCIS) only in core… read more here.
Keywords: extracted mammographic; computer extracted; dcis; mammographic features ... See more keywords
A combination of computer extracted measurements of prostate capsule shape and tumor texture on MRI to predict biochemical recurrence post treatment.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2017.35.15_suppl.e16554
Abstract: e16554Background: Prostate cancer (PCa) biochemical recurrence (BCR) occurs in a significant proportion of men after treatment and is associated with increased mortality. Identifying PCa patients a... read more here.
Keywords: combination computer; recurrence; computer extracted; treatment ... See more keywords
Computer extracted measurements of intra-tumoral heterogeneity on H&E stained tissue images to distinguish short term and long term survivors in patients with non-small cell lung carcinoma.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2017.35.15_suppl.e20052
Abstract: e20052Background: Molecular and morphologic heterogeneity is an important characteristic of cancer. This spatial and temporal tumor heterogeneity has important implications on tumor behavior and re... read more here.
Keywords: term; computer extracted; heterogeneity; extracted measurements ... See more keywords
Computer-extracted stromal features of African-Americans versus Caucasians from H&E slides and impact on prognosis of biochemical recurrence.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2018.36.15_suppl.12075
Abstract: 12075Background: There has been recent interest in investigating differences in the prostate cancer (PCa) phenotype between African-Americans (AA) and Caucasian-Americans (CA). Separately, there is... read more here.
Keywords: features african; computer extracted; african americans; stromal features ... See more keywords