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Journal Articles

Maria-I: A Deep-Learning Approach for Accurate Prediction of MHC Class I Tumor Neoantigen Presentation

Karan R. Kathuria, Binbin Chen, PhD, Michael S. Khodadoust, MD PhD, Niclas Olsson, PhD, Mark M Davis, PhD, Joshua E Elias, PhD, Ronald Levy, MD, Russ B. Altman, MD PhD, Arash A. Alizadeh, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 84.
https://doi.org/10.1182/blood-2019-129334
Published: 2019
Journal Articles

Cell of Origin Classification of DLBCL Using Targeted NGS Expression Profiling and Deep Learning

Maher Albitar, MD, Zijun Yidan Xu-Monette, PhD, Babak Shahbaba, PhD, Ivan De Dios, BS, Yingjun Wang, Deng Manman, MD, Alexandar Tzankov, MD, Carlo Visco, Govind Bhagat, MD, Karen Dybkær, PhD, Wayne Tam, MD PhD, Eric D. Hsi, MD, Maurilio Ponzoni, MD, Andres JM Ferreri, MD, Michael Moller, Miguel A. Piris, Joannes H.J.M. Van Krieken, PhDMD, Youli Zu, MD PhD, Wanlong Ma, Hagop M. Kantarjian, MD, Yong Li, PhD, Ken H. Young, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2891.
https://doi.org/10.1182/blood-2019-126927
Published: 2019
Journal Articles

A Novel Machine Learning Derived Genomics-Based Scoring System Is Highly Predictive of Outcome in Core Binding Factor Acute Myeloid Leukemia

Nikhil Patkar, MD, Chinmayee Kakirde, Anam Fatima Shaikh, Shrinidhi Nathany, MD, Gaurav Chatterjee, MD, Prashant Tembhare, MD, Dhanlaxmi Lalit Shetty, PhD, Anant Gokarn, MD, Sachin Punatar, MBBS,MDDM MDcal Oncology, Avinash Bonda, MD DM, Lingaraj Nayak, MDDM MDcal Oncology, Hasmukh Jain, MD DM, Navin Khattry, MD DM MDcal Oncology, Bhausaheb Bagal, MD DM, Manju Sengar, MD DM, Sumeet Gujral, MD, Papagudi Ganesan Subramanian, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2710.
https://doi.org/10.1182/blood-2019-128500
Published: 2019
Journal Articles

A Fully Automated Measurement of Total Metabolic Tumor Burden in Diffuse Large B-Cell Lymphoma and Follicular Lymphoma

Skander Jemaa, MS, Jill Fredrickson, PhD, Alexandre Coimbra, PhD, Richard AD Carano, PhD, Tarec Christoffer C. El-Galaly, MD, Andrea Knapp, PhD, Tina G Nielsen, MD PhD, Deniz Sahin, BSc, Thomas Bengtsson, PhD, Alex de Crespigny, PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 4666.
https://doi.org/10.1182/blood-2019-124793
Published: 2019
Journal Articles

A Novel Automated Image Analysis System Using Deep Convolutional Neural Networks to Diagnose MDS

Konobu Kimura, Yoko Tabe, MD PhD, Tomohiko Ai, MD PhD, Akihiko Matsuzaki, Kumiko Nishibe, Miki Ebihara, Kimiko Kaniyu, Ikki Takehara, PhD, Kinya Uchihashi, PhD, Akimichi Ohsaka, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 4670.
https://doi.org/10.1182/blood-2019-129524
Published: 2019
Journal Articles

Deep Learning Algorithms Support Distinction of PV, PMF, and ET Based on Clinical and Genetic Markers

Manja Meggendorfer, PhD, Wencke Walter, PhD, Claudia Haferlach, MD, Wolfgang Kern, MD, Torsten Haferlach, MD
Journal: Blood
Blood (2017) 130 (Supplement 1): 4223.
https://doi.org/10.1182/blood.V130.Suppl_1.4223.4223
Published: 2017
Journal Articles

Deep Learning Algorithms Depict New Subgroups of AML and MDS Based on Genetics Only and Allow Distinction of Both Entities with High Accuracy of 90%

Manja Meggendorfer, PhD, Wencke Walter, PhD, Claudia Haferlach, MD, Wolfgang Kern, MD, Torsten Haferlach, MD
Journal: Blood
Blood (2017) 130 (Supplement 1): 2957.
https://doi.org/10.1182/blood.V130.Suppl_1.2957.2957
Published: 2017
Journal Articles

Maria: Accurate Prediction of MHC-II Peptide Presentation with Deep-Learning and Lymphoma Patient MHC-II Ligandome

Binbin Chen, BS, Michael Khodadoust, MD PhD, Niclas Olsson, PhD, Ethan Fast, BS, Lisa E Wagar, PhD, Chih Long Liu, PhD, Mark Davis, PhD, Ronald Levy, MD, Joshua E Elias, PhD, Russ B Altman, MD PhD, Arash A. Alizadeh, MD PhD
Journal: Blood
Blood (2017) 130 (Supplement 1): 1486.
https://doi.org/10.1182/blood.V130.Suppl_1.1486.1486
Published: 2017
Journal Articles

Label-Free Analyses of Minimal Residual Disease in ALL Using Deep Learning and Imaging Flow Cytometry

Minh Doan, Marian Case, Dino Mašić, PhD, Holger Hennig, Claire McQuin, Allen Goodman, Juan Caicedo, Olaf Wolkenhauer, Huw Summers, Anne E Carpenter, Andy Filby, Paul Rees, Julie Irving, PhD
Journal: Blood
Blood (2017) 130 (Supplement 1): 1437.
https://doi.org/10.1182/blood.V130.Suppl_1.1437.1437
Published: 2017