1-20 of 110
machine learning
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
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

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

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

PreVent-ACaLL Short-term combined acalabrutinib and venetoclax treatment of newly diagnosed patients with CLL at high risk of infection and/or early treatment, who do not fulfil IWCLL treatment criteria for treatment. A randomized study with extensive immune phenotyping

Free
Caspar Da Cunha-Bang, MD PhD, Rudy Agius, Arnon P. Kater, Mark-David Levin, MD PhD, Anders Österborg, MD PhD, Mattias Mattsson, MD, Carsten Utoft Niemann, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 4304.
https://doi.org/10.1182/blood-2019-121907
Published: 2019
Journal Articles

Prediction of High-Risk Group of Primary Refractory Diffuse Large B-Cell Lymphoma (DLBCL) Patients Using a CT-Based Radiomics Model with Machine Learning

Free
Raoul Santiago, MDMSc, Johanna Ortiz Jimenez, MD, Reza Forghani, MD PhD, Nikesh Muthukrishnan, MEng, Olivier Del Corpo, BSC, MSc, Shairabi Karthigesu, Muhammad Yahya Haider, Caroline Reinhold, MD MSc, Sarit Assouline, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 4136.
https://doi.org/10.1182/blood-2019-126745
Published: 2019
Journal Articles

Genome-Wide Methylation Analysis Using the Digital Restriction Enzyme Analysis of Methylation for Stratification of Patients with Juvenile Myelomonocytic Leukemia

Free
Hironobu Kitazawa, Hideki Muramatsu, MD PhD, Norihiro Murakami, MD PhD, Yusuke Okuno, MD PhD, Manabu Wakamatsu, MD, Taro Yoshida, MD, Masayuki Imaya, MD, Ayako Yamamori, MD, Shunsuke Miwata, MD, Kotaro Narita, MD, Motoharu Hamada, MD PhD, Daisuke Ichikawa, MD, Rieko Taniguchi, MD, Nozomu Kawashima, MD PhD, Eri Nishikawa, MD PhD, Atsushi Narita, Nobuhiro Nishio, MD PhD, Seiji Kojima, MD PhD, Yoshiyuki Takahashi, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2973.
https://doi.org/10.1182/blood-2019-127792
Published: 2019
Journal Articles

A Machine Learning Approach Identifies a 30-Gene Model That Predicts Sensitivity to Selinexor in Multiple Myeloma

Free
Alessandro Lagana, PhD, Sherry Bhalla, Adolfo Aleman, Anna Huo-Chang Mei, MS, Violetta Leshchenko, PhD, Yosef Landesman, PhD, David Melnekoff, BS,MS, Itai Beno, PhD, Deepu Madduri, MD, Joshua R Richter, MD, Ajai Chari, MD, Hearn Jay Cho, MD PhD, Sundar Jagannath, MD, Joel Dudley, PhD, Samir Parekh, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 3101.
https://doi.org/10.1182/blood-2019-130753
Published: 2019
Journal Articles

Reconstruction of Human AML Reveals Stem Cell Origin and Therapeutic Targets for Treatment Resistant CD34 -/Lo MLL-Rearranged Leukemia

Free
Tsz Kan Fung, Bernd Zeisig, Magdalena Zarowiecki, Huacheng Luo, Chiou Tsun Tsai, Boban Stanojevic, Claire Lynn, Anskar Y.-H. Leung, MD PhD, Jan Zuna, Marketa Zaliova, MD PhD, Martin Bornhaeuser, MD, Malte Von Bonin, Boris Lenhard, Suming Huang, PhD, Ghulam J. Mufti, Chi Wai Eric So
Journal: Blood
Blood (2019) 134 (Supplement_1): 3203.
https://doi.org/10.1182/blood-2019-125078
Published: 2019
Journal Articles

Establishment of a Predictive Model of GvHD-Free, Relapse-Free Survival after Allogeneic Hematopoietic Stem Cell Transplantation Using a Machine Learning Algorithm

Free
Junya Kanda, MD, Yasuyuki Arai, MD PhD, Tadakazu Kondo, MD PhD, Takayuki Ishikawa, MD PhD, Yasunori Ueda, MD PhD, Kazunori Imada, MD PhD, Takashi Akasaka, MD PhD, Akihito Yonezawa, MD PhD, Kazuhiro Yago, MD PhD, Masaharu Nohgawa, MD PhD, Naoyuki Anzai, MD PhD, Toshinori Moriguchi, MD PhD, Toshiyuki Kitano, MD PhD, Mitsuru Itoh, MD PhD, Nobuyoshi Arima, MD PhD, Tomoharu Takeoka, MD PhD, Mitsumasa Watanabe, MD PhD, Hirokazu Hirata, MD PhD, Kosuke Asagoe, MD PhD, Masanori Miyanishi, MD PhD, Isao Miyatsuka, Le My An, Akifumi Takaori-Kondo, MD PhD
Journal: Blood
Blood (2019) 134 (Supplement_1): 3337.
https://doi.org/10.1182/blood-2019-123241
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

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