DreamAI
Authors
Shrabanti Chowdhury<sup>1</sup>, Weiping Ma<sup>1</sup>, Sunkyu Kim<sup>2</sup>; Zhi Li<sup>3</sup>, Thomas Yu<sup>4</sup>, Mi Yang<sup>5,6</sup>, Francesca Petralia<sup>1</sup>, Jeremy Jacobsen<sup>7</sup>, Jingyi Jessica Li<sup>8</sup>, Xinzhou Ge<sup>8</sup>, Kexin Li<sup>9</sup>, Nathan Edwards<sup>10</sup>, Samuel Payne<sup>11</sup>, Henry Rodriguez<sup>12</sup>, Paul Boutros<sup>13</sup>, Gustavo Stolovitzky<sup>14</sup>, Jaewoo Kang<sup>2</sup>, David Fenyo<sup>3</sup>, Julio Saez-Rodriguez,<sup>6,15</sup>, Pei Wang<sup>1</sup>
<sup>1</sup>Icahn School of Medicine at Mount Sinai (USA), <sup>2</sup>Department of Computer Science and Engineering, Korea University (South Korea), <sup>3</sup>New York University (USA), <sup>4</sup>Sage Bionetworks (USA), <sup>5</sup>Heidelberg University, Faculty of Biosciences (Germany), <sup>6</sup>RWTH Aachen University (Germany), <sup>7</sup>University of Colorado (USA), <sup>8</sup>Department of Statistics, University of California (USA), <sup>9</sup>Department of Mathematics, Tsinghua University (China), <sup>10</sup>Georgetown University (USA), <sup>11</sup>Pacific Northwest National Laboratory (USA), <sup>12</sup>National Cancer Institute (USA), <sup>13</sup>Ontario Institute of Cancer Research (Canada), <sup>14</sup>IBM Research & Mount Sinai (USA), <sup>15</sup>European Molecular Biology Laboratory-European Bioinformatics Institute (UK)
Overview
To develop powerful computational tools to extract the most information from the proteome, Clinical Proteomic Tumor Analysis Consortium (CPTAC) and DREAM organization launched The NCI-CPTAC DREAM Proteogenomics Challenge in 2016, one of the subchallenges: impute missing values in proteomics data given observed proteins.