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Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans Avram, Oren; Durmus, Berkin; Rakocz, Nadav; Corradetti, Giulia; An, Ulzee; Nittala, Muneeswar G.; Terway, Prerit; Rudas, Akos; Chen, Zeyuan Johnson; Wakatsuki, Yu; Hirabayashi, Kazutaka; Velaga, Swetha; Tiosano, Liran; Corvi, Federico; Verma, Aditya; Karamat, Ayesha; Lindenberg, Sophiana; Oncel, Deniz; Almidani, Louay; Hull, Victoria; Fasih-Ahmad, Sohaib; Esmaeilkhanian, Houri; Cannesson, Maxime; Wykoff, Charles C.; Rahmani, Elior; Arnold, Corey W.; Zhou, Bolei; Zaitlen, Noah; Gronau, Ilan; Sankararaman, Sriram; Chiang, Jeffrey N.; Sadda, Srinivas R.; Halperin, Eran Share Save
Genome wide association study and genomic risk prediction of age related macular degeneration in Israel Grunin, Michelle; Triffon, Daria; Beykin, Gala; Rahmani, Elior; Schweiger, Regev; Tiosano, Liran; Khateb, Samer; Hagbi-Levi, Shira; Rinsky, Batya; Munitz, Refael; Winkler, Thomas W.; Heid, Iris M.; Halperin, Eran; Carmi, Shai; Chowers, Itay Share Save
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The causal effect of obesity on prediabetes and insulin resistance reveals the important role of adipose tissue in insulin resistance Miao, Zong; Alvarez, Marcus; Ko, Arthur; Bhagat, Yash; Rahmani, Elior; Jew, Brandon; Heinonen, Sini; Munoz-Hernandez, Linda Liliana; Herrera-Hernandez, Miguel; Aguilar-Salinas, Carlos; Tusie-Luna, Teresa; Mohlke, Karen L.; Laakso, Markku; Pietilainen, Kirsi H.; Halperin, Eran; Pajukanta, Paivi Share Save
Enhancing droplet-based single-nucleus RNA-seq resolution using the semi-supervised machine learning classifier DIEM Alvarez, Marcus; Rahmani, Elior; Jew, Brandon; Garske, Kristina M.; Miao, Zong; Benhammou, Jihane N.; Ye, Chun Jimmie; Pisegna, Joseph R.; Pietilainen, Kirsi H.; Halperin, Eran; Pajukanta, Paivi Share Save
Accurate estimation of cell composition in bulk expression through robust integration of single-cell information (vol 11, 1971, 2020) Jew, Brandon; Alvarez, Marcus; Rahmani, Elior; Miao, Zong; Ko, Arthur; Garske, Kristina M.; Sul, Jae Hoon; Pietilainen, Kirsi H.; Pajukanta, Paivi; Halperin, Eran Share Save
Accurate estimation of cell composition in bulk expression through robust integration of single-cell information Jew, Brandon; Alvarez, Marcus; Rahmani, Elior; Miao, Zong; Ko, Arthur; Garske, Kristina M.; Sul, Jae Hoon; Pietilaeinen, Kirsi H.; Pajukanta, Paeivi; Halperin, Eran Share Save
Association of a Variant in VWA3A with Response to Anti-Vascular Endothelial Growth Factor Treatment in Neovascular AMD Grunin, Michelle; Beykin, Gala; Rahmani, Elior; Schweiger, Regev; Barel, Gal; Hagbi-Levi, Shira; Elbaz-Hayoun, Sarah; Rinsky, Batya; Ganiel, Michal; Carmi, Shai; Halperin, Eran; Chowers, Itay Share Save
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Detecting heritable phenotypes without a model using fast permutation testing for heritability and set-tests Schweiger, Regev; Fisher, Eyal; Weissbrod, Omer; Rahmani, Elior; Mueller-Nurasyid, Martina; Kunze, Sonja; Gieger, Christian; Waldenberger, Melanie; Rosset, Saharon; Halperin, Eran Share Save
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Correcting for cell-type heterogeneity in DNA methylation: a comprehensive evaluation Rahmani, Elior; Zaitlen, Noah; Baran, Yael; Eng, Celeste; Hu, Donglei; Galanter, Joshua; Oh, Sam; Burchard, Esteban G.; Eskin, Eleazar; Zou, James; Halperin, Eran Share Save
Rheumatoid Arthritis Naive T Cells Share Hypermethylation Sites With Synoviocytes Rhead, Brooke; Holingue, Calliope; Cole, Michael; Shao, Xiaorong; Quach, Hong L.; Quach, Diana; Shah, Khooshbu; Sinclair, Elizabeth; Graf, John; Link, Thomas; Harrison, Ruby; Rahmani, Elior; Halperin, Eran; Wang, Wei; Firestein, Gary S.; Barcellos, Lisa F.; Criswell, Lindsey A. Share Save
Genome-wide methylation data mirror ancestry information Rahmani, Elior; Shenhav, Liat; Schweiger, Regev; Yousefi, Paul; Huen, Karen; Eskenazi, Brenda; Eng, Celeste; Huntsman, Scott; Hu, Donglei; Galanter, Joshua; Oh, Sam S.; Waldenberger, Melanie; Strauch, Konstantin; Grallert, Harald; Meitinger, Thomas; Gieger, Christian; Holland, Nina; Burchard, Esteban G.; Zaitlen, Noah; Halperin, Eran Share Save
Sparse PCA corrects for cell type heterogeneity in epigenome-wide association studies Rahmani, Elior; Zaitlen, Noah; Baran, Yael; Eng, Celeste; Hu, Donglei; Galanter, Joshua; Oh, Sam; Burchard, Esteban G.; Eskin, Eleazar; Zou, James; Halperin, Eran Share Save
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