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cyMAEv2: learning robust cell representations in mass cytometry without supervision Kim, Jaesik; Ionita, Matei; Lee, Matthew Eric; Leiby, Jacob S.; Huang, Yidi; Lee, Jonghyun; Nam, Yonghyun; McKeague, Michelle L.; Fang, Victoria; Apostolidis, Sokratis A.; Mathew, Divij; Shwetank; Pattekar, Ajinkya; Rangwala, Zahabia; Huang, Alexander; Bar-Or, Amit; Abramoff, Benjamin; Meyer, Nuala; Painter, Mark M.; Rhee, Rennie; Schuster, Stephen; Maseda, Damian; Greenplate, Allison R.; Wherry, E. John; Kim, Dokyoon Share Save
Representing immune profiles with self-supervised set representation learning Lee, Matthew Eric; Ionita, Matei; Kim, Jaesik; Lee, Jonghyun; Huang, Yidi; Nam, Yonghyun; McKeague, Michelle L.; Fang, Victoria; Apostolidis, Sokratis A.; Mathew, Divij; Shwetank; Pattekar, Ajinkya; Rangwala, Zahabia; Huang, Alexander; Bar-Or, Amit; Abramoff, Benjamin; Meyer, Nuala; Rhee, Rennie; Schuster, Stephen; Maseda, Damian; Greenplate, Allison R.; Kim, Dokyoon; Wherry, E. John Share Save
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Cytometry masked autoencoder: An accurate and interpretable automated immunophenotyper Kim, Jaesik; Ionita, Matei; Lee, Matthew; Mckeague, Michelle L.; Pattekar, Ajinkya; Painter, Mark M.; Wagenaar, Joost; Truong, Van; Norton, Dylan T.; Mathew, Divij; Nam, Yonghyun; Apostolidis, Sokratis A.; Clendenin, Cynthia; Orzechowski, Patryk; Jung, Sang-Hyuk; Woerner, Jakob; Ittner, Caroline A. G.; Turner, Alexandra P.; Esperanza, Mika; Dunn, Thomas G.; Mangalmurti, Nilam S.; Reilly, John P.; Meyer, Nuala J.; Calfee, Carolyn S.; Liu, Kathleen D.; Matthy, Michael A.; Swigart, Lamorna Brown; Burnham, Ellen L.; Mckeehan, Jeffrey; Gandotra, Sheetal; Russel, Derek W.; Gibbs, Kevin W.; Thomas, Karl W.; Barot, Harsh; Greenplate, Allison R.; Wherry, E. John; Kim, Dokyoon Share Save
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Genome-wide polygenic risk scores for hypertensive disease during pregnancy can also predict the risk for long-term cardiovascular disease Lee, Seung Mi; Shivakumar, Manu; Xiao, Brenda; Jung, Sang-Hyuk; Nam, Yonghyun; Yun, Jae-Seung; Choe, Eun Kyung; Jung, Young Mi; Oh, Sohee; Park, Joong Shin; Jun, Jong Kwan; Kim, Dokyoon Share Save
Development of complemented comprehensive networks for rapid screening of repurposable drugs applicable to new emerging disease outbreaks Nam, Yonghyun; Lucas, Anastasia; Yun, Jae-Seung; Lee, Seung Mi; Park, Ji Won; Chen, Ziqi; Lee, Brian; Ning, Xia; Shen, Li; Verma, Anurag; Kim, Dokyoon Share Save
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Development of early prediction model for pregnancy-associated hypertension with graph-based semi-supervised learning Lee, Seung Mi; Nam, Yonghyun; Choi, Eun Saem; Jung, Young Mi; Sriram, Vivek; Leiby, Jacob S.; Koo, Ja Nam; Oh, Ig Hwan; Kim, Byoung Jae; Kim, Sun Min; Kim, Sang Youn; Kim, Gyoung Min; Joo, Sae Kyung; Shin, Sue; Norwitz, Errol R.; Park, Chan-Wook; Jun, Jong Kwan; Kim, Won; Kim, Dokyoon; Park, Joong Shin Share Save
Development and validation of a novel strong prognostic index for colon cancer through a robust combination of laboratory features for systemic inflammation: a prognostic immune nutritional index Jung, Sang-Hyuk; Hao, Jie; Shivakumar, Manu; Nam, Yonghyun; Kim, Jaesik; Kim, Min Jung; Ryoo, Seung-Bum; Choe, Eun Kyung; Jeong, Seung-Yong; Park, Kyu Joo; Park, Sung Chan; Sohn, Dae Kyung; Oh, Jae Hwan; Won, Hong-Hee; Kim, Dokyoon; Park, Ji Won Share Save
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