This article's lead section may be too short to adequately summarize the key points.(September 2021) |
Mona Singh | |
---|---|
Education | Harvard University (BA) Massachusetts Institute of Technology (PhD) |
Awards | ACM Fellow (2019) ISCB Fellow (2018) [1] PECASE (2001) |
Scientific career | |
Fields | Genomics Bioinformatics Computational biology |
Institutions | Princeton University |
Thesis | Learning algorithms with applications to robot navigation and protein folding (1996) |
Doctoral advisor | Ron Rivest Bonnie Berger [2] |
Website | www |
Mona Singh is an American computer scientist and an expert in computational molecular biology and bioinformatics. She is the Wang Family Professor in Computer Science in the Lewis-Sigler Institute for Integrative Genomics and the Department of Computer Science at Princeton University. [3] Since 2021, she has been the Editor-in-Chief of the Journal of Computational Biology. [4]
Singh was educated at Indian Springs School, [5] Harvard University, and the Massachusetts Institute of Technology (MIT), where she was awarded a PhD in 1996 [2] for research supervised by Ron Rivest and Bonnie Berger. [6]
Singh's research interests [7] [8] are in computational biology, genomics, bioinformatics and their interfaces with machine learning and algorithms. [9] [10] [11] [12]
Singh was awarded a Presidential Early Career Award for Scientists and Engineers (PECASE) from the National Science Foundation (NSF) in 2001. [13] She was elected a Fellow of the International Society for Computational Biology (ISCB) in 2018 for “outstanding contributions to the fields of computational biology and bioinformatics”. [1] She was elected an ACM Fellow in 2019 “for contributions to computational biology, spearheading algorithmic and machine learning approaches for characterizing proteins and their interactions”. [14]
Michael Spencer Waterman is a Professor of Biology, Mathematics and Computer Science at the University of Southern California (USC), where he holds an Endowed Associates Chair in Biological Sciences, Mathematics and Computer Science. He previously held positions at Los Alamos National Laboratory and Idaho State University.
David Haussler is an American bioinformatician known for his work leading the team that assembled the first human genome sequence in the race to complete the Human Genome Project and subsequently for comparative genome analysis that deepens understanding the molecular function and evolution of the genome.
Webb Colby Miller is an American bioinformatician who is professor in the Department of Biology and the Department of Computer Science and Engineering at The Pennsylvania State University.
Søren Brunak is a Danish biological and physical scientist working in bioinformatics, systems biology, and medical informatics. He is a professor of Disease Systems Biology at the University of Copenhagen and professor of bioinformatics at the Technical University of Denmark. As Research Director at the Novo Nordisk Foundation Center for Protein Research at the University of Copenhagen Medical School, he leads a research effort where molecular-level systems biology data are combined with phenotypic data from the healthcare sector, such as electronic patient records, registry information, and biobank questionnaires. A major aim is to understand the network biology basis for time-ordered comorbidities and discriminate between treatment-related disease correlations and other comorbidities in disease trajectories. Søren Brunak also holds a position as a Medical Informatics Officer at Rigshospitalet, the Capital Region of Denmark.
Olga G. Troyanskaya is an American scientist. She is Professor in the Department of Computer Science and the Lewis-Sigler Institute for Integrative Genomics at Princeton University and the Deputy Director for Genomics at the Flatiron Institute's Center for Computational Biology in New York City. She studies protein function and interactions in biological pathways by analyzing genomic data using computational tools.
Pavel Arkadevich Pevzner is the Ronald R. Taylor Professor of Computer Science and director of the NIH Center for Computational Mass Spectrometry at University of California, San Diego. He serves on the editorial board of PLoS Computational Biology and he is a member of the Genome Institute of Singapore scientific advisory board.
Bernard M. E. Moret is a Swiss-American computer scientist, an emeritus professor of Computer Science at the École Polytechnique Fédérale de Lausanne in Switzerland. He is known for his work in computational phylogenetics, and in particular for mathematics and methods for computing phylogenetic trees using genome rearrangement events.
David Sankoff is a Canadian mathematician, bioinformatician, computer scientist and linguist. He holds the Canada Research Chair in Mathematical Genomics in the Mathematics and Statistics Department at the University of Ottawa, and is cross-appointed to the Biology Department and the School of Information Technology and Engineering. He was founding editor of the scientific journal Language Variation and Change (Cambridge) and serves on the editorial boards of a number of bioinformatics, computational biology and linguistics journals. Sankoff is best known for his pioneering contributions in computational linguistics and computational genomics. He is considered to be one of the founders of bioinformatics. In particular, he had a key role in introducing dynamic programming for sequence alignment and other problems in computational biology. In Pavel Pevzner's words, "Michael Waterman and David Sankoff are responsible for transforming bioinformatics from a ‘stamp collection' of ill-defined problems into a rigorous discipline with important biological applications."
Ron Shamir is an Israeli professor of computer science known for his work in graph theory and in computational biology. He holds the Raymond and Beverly Sackler Chair in Bioinformatics, and is the founder and former head of the Edmond J. Safra Center for Bioinformatics at Tel Aviv University.
Ziv Bar-Joseph is an Israeli computational biologist and Professor in the Computational Biology Department and the Machine Learning Department at the Carnegie Mellon School of Computer Science.
Bonnie Anne Berger is an American mathematician and computer scientist, who works as the Simons professor of mathematics and professor of electrical engineering and computer science at the Massachusetts Institute of Technology. She is the head of the Computation and Biology group at MIT's Computer Science and Artificial Intelligence Laboratory. Her research interests are in algorithms, bioinformatics and computational molecular biology.
Sarah Amalia Teichmann is a German scientist, the former head of cellular genetics at the Wellcome Sanger Institute and a visiting research group leader at the European Bioinformatics Institute (EMBL-EBI). She serves as director of research in the Cavendish Laboratory, Professor at the University of Cambridge and Cambridge Stem Cell Institute, and is a senior research fellow at Churchill College, Cambridge.
Hanah Margalit is a Professor in the faculty of medicine at the Hebrew University of Jerusalem. Her research combines bioinformatics, computational biology and systems biology, specifically in the fields of gene regulation in bacteria and eukaryotes.
Xiaole Shirley Liu (刘小乐) is computational biologist, cancer researcher, and entrepreneur. She has been a Professor in the Department of Data Sciences at the Dana-Farber Cancer Institute and Harvard T.H. Chan School of Public Health. She is now the co-founder and CEO of GV20 Therapeutics.
Eleazar Eskin is a computer scientist and geneticist, professor and Chair of the Department of Computational Medicine, and professor of computer science and human genetics at the University of California, Los Angeles. His research focuses on bioinformatics, genomics, and machine learning. A primary research focus is on developing statistical and computational techniques to probe the genetic basis of human disease.
Laxmi Parida is an IBM Master Inventor and group leader in computational genomics at the Thomas J. Watson Research Center and Courant Institute of Mathematical Sciences in New York.
Rita Casadio is an Adjunct Professor of Biochemistry/Biophysics in the Department of Pharmacy and Biotechnology at the University of Bologna.
Zhiping Weng is the Li Weibo Professor of biomedical research and chair of the program in integrative biology and bioinformatics at the University of Massachusetts Medical School. She was awarded Fellowship of the International Society for Computational Biology (ISCB) in 2020 for outstanding contributions to computational biology and bioinformatics.
Lukasz Kurgan is a Polish-Canadian bioinformatician. He is the Robert J. Mattauch Endowed Professor of Computer Science at the Virginia Commonwealth University, in Richmond, Virginia, U.S.A. He was a professor at the University of Alberta between 2003 and 2015. Kurgan earned his Ph.D. in computer science from the University of Colorado at Boulder in 2003 and his M.Sc. degree in automation and robotics from the AGH University of Science and Technology in 1999.
M. Madan Babu is an Indian-American computational biologist and bioinformatician. He is the endowed chair in biological data science and director of the center of excellence for data-driven discovery at St. Jude Children's Research Hospital. Previously, he served as a programme leader at the MRC Laboratory of Molecular Biology (LMB).