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2023 •
On the Straits of Otranto in front of the island of Corfu, ancient Butrint served a fundamental role in Mediterranean seaborne trade, occupying an intermediate zone in the shipping routes between Rome and the eastern Mediterranean. The city was generally prosperous throughout history, but there were two moments of remarkable economic growth: the first was in the Augustan and High Imperial periods, stemming from the economic activities associated with the pax Romana, and the second was in Late Antiquity and the Byzantine periods, when it became an episcopal see, with monumental religious buildings, including basilicas and the baptistery. The scale of trade is reflected in the wide-range of pottery imported during this latter period (4th-7th centuries AD). The rise and high-level of imports arose from complex economic and cultural developments linked to imperial and provincial elite interests, involving local, regional and Mediterranean-wide dynamics. Starting with an analysis of ceramics from select deposits excavated by the Roman Forum Excavations Project at Butrint (University of Notre Dame, Prof. D.R. Hernandez; Albanian Institute of Archaeology, Prof. Dh. Çondi), we examine trends in imports at Butrint during Late Antiquity, with particular attention to the quantitative variations between eastern and western goods and their influences on local material culture.
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2024 •
University of Texas at Austin AI, Freedom of expression and elections course
Les territoires de Marseille antique
Variations territoriales: indigènes et Grecs en Celtique méditerranéenne2014 •
2021 •
2021 •
Breast cancer is one of the most common cause of deaths among women. Mammography is a widely used imaging modality that can be used for cancer detection in its early stages. Deep learning is widely used for the detection of cancerous masses in the images obtained via mammography. The need to improve accuracy remains constant due to the sensitive nature of the datasets so we introduce segmentation and wavelet transform to enhance the important features in the image scans. Our proposed system aids the radiologist in the screening phase of cancer detection by using a combination of segmentation and wavelet transforms as pre-processing augmentation that leads to transfer learning in neural networks. The proposed system with these pre-processing techniques significantly increases the accuracy of detection on Mini-MIAS.
Journal of Computer-Aided Molecular Design
Biosensor-based small molecule fragment screening with biolayer interferometry2011 •
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