output
20042024
most citedGAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

2k citations

18 papers

eess.IV2024★ 2 cited

X-ray2CTPA: Leveraging Diffusion Models to Enhance Pulmonary Embolism Classification

Noa Cahan, Eyal Klang, Galit Aviram +4

Chest X-rays or chest radiography (CXR), commonly used for medical diagnostics, typically enables limited imaging compared to computed tomography (CT) scans, which offer more detai…

eess.IV2021★ 11 cited

Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans

Noa Cahan, Edith M. Marom, Shelly Soffer +4

Pulmonary embolus (PE) refers to obstruction of pulmonary arteries by blood clots. PE accounts for approximately 100,000 deaths per year in the United States alone. The clinical pr…

cs.CV2021★ 6 cited

Segmenting Microcalcifications in Mammograms and its Applications

Roee Zamir, Shai Bagon, David Samocha +3

Microcalcifications are small deposits of calcium that appear in mammograms as bright white specks on the soft tissue background of the breast. Microcalcifications may be a unique…

q-bio.CB2020

Transcriptional landscape of SARS-CoV-2 infection dismantles pathogenic pathways activated by the virus, proposes unique sex-specific differences and predicts tailored therapeutic strategies

Paolo Fagone, Rosella Ciurleo, Salvo Danilo Lombardo +6

The emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) disease (COVID-19) has posed a serious threat to global health. As no specific therapeutics are ye…

eess.IV2019★ 31 cited

Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings

Yigal Shenkman, Bilal Qutteineh, Leo Joskowicz +4

Early diagnosis of sacroiliitis may lead to preventive treatment which can significantly improve the patient's quality of life in the long run. Oftentimes, a CT scan of the lower b…

cs.CV2019★ 1.2k cited

The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Christ, Hongwei Bran Li +106

In this work, we report the set-up and results of the Liver Tumor Segmentation Benchmark (LiTS), which was organized in conjunction with the IEEE International Symposium on Biomedi…