A Framework for Querying Pedigree Data. - Brendan Elliott; Suleyman Fatih Akgul; Z. Meral Özsoyoglu; Elena A. Manilich (SSDBM, 2006)

Classification of Large microarray Datasets Using Fast Random Forest Construction. - Elena A. Manilich; Z. Meral Özsoyoglu; Valeriy Trubachev; Tomas Radivoyevitch (J. Bioinform. Comput. Biol., 2011)

Quantitation of cancer regions in microscopic low resolution histopathological colon tissue images to predict patient survival. - Mikhail Teverovskiy; Elena A. Manilich; Xiuli Liu; Elia Portnoy; Feza H. Remzi (ISBI, 2013)

Application of Machine Learning Algorithms for Identification of Contaminated Blood Samples: Accuracy and Validity Examination. - Jason V. Mancuso; Peter Short; Edumnds Reineks; Elena A. Manilich (AMIA, 2017)