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Journal Articles

Development and Validation of a Machine Learning Algorithm for Prediction of Platelet Transfusion Efficiency in Patients with Hematological Diseases

Free
Meng Wang, Jian Cheng, Xiuwen Li, Baoan Chen, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2454.
https://doi.org/10.1182/blood-2019-124662
Published: 2019
Journal Articles

Hemostasis, Hematoma Expansion, and Outcomes after Intracerebral Hemorrhage

Free
Paul F Lindholm, MD, Hau C. Kwaan, MD PhD, Andrew M Naidech, MDMSPH
Journal: Blood
Blood (2019) 134 (Supplement_1): 4886.
https://doi.org/10.1182/blood-2019-128370
Published: 2019
Journal Articles

Machine Learning Algorithms in Predicting Hospital Readmissions in Sickle Cell Disease

Free
Arisha Patel, MD, Kyra Gan, PhDCandidate, Andrew Li, PhD, Jeremy Weiss, MD PhD, Seyed Mehdi Nouraie, MD PhD, Sridhar Tayur, PhD, Enrico M Novelli, MD MS
Journal: Blood
Blood (2019) 134 (Supplement_1): 982.
https://doi.org/10.1182/blood-2019-121808
Published: 2019
Journal Articles

A Machine Learning Algorithm to Improve Risk Assessment for Patients with Sickle Cell Disease

Free
Vandana Sachdev, MD, Yuan Gu, PhD, James Nichols, RN, Wen Li, RCS, Stanislav Sidenko, RCS, Darlene Allen, MT(ASCP), Colin Wu, PhD, Swee Lay Thein, DSc, MBBS
Journal: Blood
Blood (2019) 134 (Supplement_1): 893.
https://doi.org/10.1182/blood-2019-125846
Published: 2019
Journal Articles

Single Nucleotide Polymorphism Array-Based Signature of Genetic Ploidy Groups in Acute Lymphoblastic Leukemia

Free
Thomas Creasey, MBBS, Amir Enshaei, PhD, Kathryn Watts, BSc, Gavin Cuthbert, BSc, Claire Schwab, PhD, Christine J. Harrison, PhD FRCPath, Ajay Vora, Adele K. Fielding, MBBS,PhDFRCP,FRCPath, Anthony V. Moorman
Journal: Blood
Blood (2019) 134 (Supplement_1): 1473.
https://doi.org/10.1182/blood-2019-122556
Published: 2019
Journal Articles

Use of Machine Learning in 2074 Cases of Acute Myeloid Leukemia for Genetic Risk Profiling

Free
Shaun Fleming, MBBS,, Cheng-Hong Tsai, MD MSc, Hartmut Döhner, MD, Konstanze Döhner, Elli Papaemmanuil, PhD, Hwei-Fang Tien, MD, PhD, John Reynolds, PhD, Andrew H. Wei, PhD FRACP, FRCPA, MBBS, Hsin-An Hou
Journal: Blood
Blood (2019) 134 (Supplement_1): 1392.
https://doi.org/10.1182/blood-2019-128243
Published: 2019
Journal Articles

An Atlas of Clinically-Distinct Tumor Cellular Ecosystems in Diffuse Large B Cell Lymphoma

Free
Chloe B. Steen, MSc, Bogdan A. Luca, PhD, Mohammad Shahrokh Esfahani, Barzin Y. Nabet, PhD, Brian Sworder, MD PhD, Farshad Farshidfar, MD PhD, Kiarash Shamardani, BA, David M. Kurtz, MD PhD, Chih Long Liu, PhD, Ranjana H Advani, MD, Yasodha Natkunam, MD PhD, June Helen Myklebust, PhD, Maximilian Diehn, MD PhD, Andrew Gentles, PhD, Aaron M Newman, PhD, Ash A. Alizadeh, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 655.
https://doi.org/10.1182/blood-2019-129461
Published: 2019
Journal Articles

Proteomic Profiling of HTLV-1 Carriers and ATL Patients Reveal TNFR2 As a Novel Diagnostic and Chemosensitivity Biomarker for ATL

Free
Carmina Louise Hugo Guerrero, MS, Yoshiko Yamashita, PhD, Megumi Kuba-Miyara, PhD, Naoki Imaizumi, PhD, Shugo Sakihama, PhD, Masaki Hayashi, MD, Takashi Miyagi, MD PhD, Satoko Morishima, MD PhD, Kennosuke Karube, MD PhD, Yuetsu Tanaka, PhD, Hiroaki Masuzaki, MD PhD, Takuya Fukushima, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 660.
https://doi.org/10.1182/blood-2019-129817
Published: 2019
Journal Articles

The Children's Hospital-Acquired Thrombosis (CHAT) Consortium Admission Risk-Assessment Models from Traditional Biostatistics and Machine Learning

Free
Arash Mahajerin, MD MS, Julie Jaffray, MD, Amy Stillings, Emily Krava, Jemily Malvar, MS, Lingyun Ji, PhD, Richard Sposto, PhD, John H. Fargo, DO, James D. Cooper, MD, Stacy E. Croteau, Michael Silvey, DO, Nihal Bakeer, MBBS, Ali Jalali, MSME, PhD, Hannah Lonsdale, BSc, MBChB, Luis Ahumada, PhD, Neil A. Zakai, MD MSc, E Vince S Faustino, MD MHS, Neil A Goldenberg, MD PhD, Guy Young, MD, Brian R. Branchford, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 635.
https://doi.org/10.1182/blood-2019-126128
Published: 2019
Journal Articles

Identification of Recurrent Alternative RNA Splicing in Adverse-Risk Acute Myeloid Leukemia

Free
Govardhan Anande, Ashwin Unnikrishnan, PhD, Nandan Deshpande, PhD, Sylvain Mareschal, Aarif M. N. Batcha, Tobias Herold, MD, Sören Lehmann, MD PhD, Marc Wilkins, PhD, Jason Wong, PhD, John Pimanda, MBBS, PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 457.
https://doi.org/10.1182/blood-2019-129537
Published: 2019
Journal Articles

Molecular Characteristics and Disease Burden Metrics Determined By Next-Generation Sequencing on Circulating Tumor DNA Correlate with Progression Free Survival in Previously Untreated Diffuse Large B-Cell Lymphoma

Free
Ehsan Tabari, PhD, Alexander F Lovejoy, PhD, Hai Lin, PhD, Christopher R Bolen, PhD, Seng Lor Saelee, BA, Joshua P Lefkowitz, David M. Kurtz, MD PhD, Patrik Vitazka, MD PhD, Jeffrey M. Venstrom, MD PhD, Tina G Nielsen, MD PhD, Joana M Parreira, MD, Daniel M Klass, PhD, Khai T Luong, PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 490.
https://doi.org/10.1182/blood-2019-123633
Published: 2019
Journal Articles

Estimating the Risk of Myocardial Infarction in Persons with Hemophilia A Using a Machine-Learning Approach with US Claims Data

Free
Imi Faghmous, MPH, Carlos Flores, MPH, Kati Sarouei, MD, Tiffany Y. Chang, MD MAS, Anisha M. Patel, PhD, Cami S. Sima, MD, Peter Kuebler, PharmD
Journal: Blood
Blood (2019) 134 (Supplement_1): 1133.
https://doi.org/10.1182/blood-2019-123761
Published: 2019
Journal Articles

Stringent Small Molecule Dose Requirements for the Optimal Expansion of Hematopoietic Stem Cells Revealed By Predictive Analytics and Xenotransplants

Free
Javed K Manesia, PhD, Sakhar Almoflehi, Roya Pasha, Suria Jahan, MSc, John Blake, PhD, Julie Audet, PhD, Nicolas Pineault, PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 1185.
https://doi.org/10.1182/blood-2019-128692
Published: 2019
Journal Articles

Next-Generation RNA Sequencing-Based Analysis Identifies a Novel Set of Prognostic Micrornas (miRs) in Cytogenetically Normal Acute Myeloid Leukemia (CN-AML)

Free
Dimitrios Papaioannou, MD, Deedra Nicolet, MS, Kellie J Archer, PhD, Allison Walker, Krzysztof Mrózek, MD PhD, Andrew J. Carroll, PhD, Jessica Kohlschmidt, PhD, Ann-Kathrin Eisfeld, MD, Marius Bill, MD PhD, Christopher J. Walker, PhD, Geoffrey L. Uy, MD, Bayard L Powell, MD, Jonathan E. Kolitz, MD, Richard Stone, MD, John C. Byrd, MD, Ramiro Garzon, MD, Clara D. Bloomfield, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2694.
https://doi.org/10.1182/blood-2019-125727
Published: 2019
Journal Articles

Molecular Classification of AML-MRC Reveals a Distinct Profile and Identifies MRC-like Patients with Poor Overall Survival

Free
Constance Baer, PhD, Wencke Walter, PhD, Anna Stengel, PhD, Stephan Hutter, PhD, Manja Meggendorfer, PhD, Wolfgang Kern, MD, Claudia Haferlach, MD, Torsten Haferlach, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2735.
https://doi.org/10.1182/blood-2019-128234
Published: 2019
Journal Articles

Induction Related Mortality in Acute Myeloid Leukemia: Multivariate Model of Predictive Score from the Indian Acute Leukemia Research Database (INwARD) of the Hematology Cancer Consortium (HCC)

Free
Smita Kayal, MD DM, Manju Sengar, MD DM, Hasmukh Jain, MD DM, Avinash Bonda, MD DM, Biju George, MDDM, Uday Prakash Kulkarni, MD DM, Poonkuzhali Balasubramanian, PhD, Dinesh Bhurani, MD DM, FRCPA, Rayaz Ahmed, MDDM, Dubashi Biswajit, MD DNB, DM, Jayachandran PK, MD MRCP, DM, Ankit Batra, MD, Suman Kumar, MD DM, Kundan Mishra, MD DM, Jina Bhattacharyya, MD DM, Chepsy C Philip, MD, Maitreyee Bhattacharyya, MD DM, Lokanatha Dasappa, MD, K Govind Babu, MD DM, Smitha Carol Saldanha, DM, MBBS, MD, Atul Sharma, MD DM, Jeyaseelan Lakshmanan, PhD, Jothilakshmi Durairaj, M.Sc., Vishnu Vardhan Rudravaram, PhD, Vikram Mathews, MD DM, Rajan Kapoor, MD DM
Journal: Blood
Blood (2019) 134 (Supplement_1): 2615.
https://doi.org/10.1182/blood-2019-127623
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

Free
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

Reinforcement Learning to Optimize the Treatment of Multiple Myeloma

Free
Kenneth H. Shain, MD PhD, Daniel Hart, Ariosto Siqueira Silva, PhD, Raghunandanreddy Alugubelli, MS, Gabriel De Avila, BS, Praneeth Reddy Sudalagunta, PhD, Alexandre Tungesvik, MD, Amit Kulkarni, PhD, Carmelo Blancuicett, PhD MD, Hongyue Dai, PhD, Taiga Nishihori, MD, Jason B. Brayer, PhDMD, Brandon Blue, MD, Melissa Alsina, MD, Rachid Baz, MD, William S. Dalton, PhDMD
Journal: Blood
Blood (2019) 134 (Supplement_1): 5511.
https://doi.org/10.1182/blood-2019-132234
Published: 2019
Journal Articles

Machine Learning Approach Identifies Independent Prognostic Value of Flow Cytometry (FCM) in Myelodysplastic Syndromes (MDS)

Free
Uta Oelschlaegel, PhD, Kevin Blighe, PhD, Susann Winter, PhD, Katja Sockel, MD, Martin Bornhäuser, MD, Shahram Kordasti, MD PhD, Uwe Platzbecker
Journal: Blood
Blood (2019) 134 (Supplement_1): 4251.
https://doi.org/10.1182/blood-2019-128042
Published: 2019
Journal Articles

How Morphologic Features Are Shaped By Underlying Somatic Genotype in MDS

Free
Yasunobu Nagata, MD PhD, Ran Zhao, Hassan Awada, Cassandra M Kerr, MS, Abhinav Goyal, Inom Mirzaev, Sunisa Kongkiatkamon, Aziz Nazha, MD, Tomas Radivoyevitch, PhD, Jacob Scott, MD, Mikkael A. Sekeres, MD MS, Brian P. Hobbs, PhD, Jaroslaw P. Maciejewski, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 1716.
https://doi.org/10.1182/blood-2019-127285
Published: 2019