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Jacob Shreve
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Journal Articles

Artificial Intelligence Derived Changes between Baseline and Interim FDG-PET/CT Radiomics Features Are Associated with Survival Outcomes in Diffuse Large B-Cell Lymphoma (DLBCL)

Jacob Shreve, Allison M. Bock, Izel Okcu, Antonious Hazim, Joshua C Pritchett, Raphael Mwangi, Matthew J. Maurer, Mithun V Shah, Yucai Wang, Stephen M Ansell, Thomas M. Habermann, Thomas E. Witzig, James R. Cerhan, Jason R Young, Moritz Binder, Grzegorz S. Nowakowski, Jonas Paludo
Journal: Blood
Blood (2023) 142 (Supplement 1): 5026.
https://doi.org/10.1182/blood-2023-190958
Published: 2023
Journal Articles

Machine learning integrates genomic signatures for subclassification beyond primary and secondary acute myeloid leukemia

Clinical Trials & Observations
Hassan Awada, Arda Durmaz, Carmelo Gurnari, Ashwin Kishtagari, Manja Meggendorfer, Cassandra M. Kerr, Teodora Kuzmanovic, Jibran Durrani, Jacob Shreve, Yasunobu Nagata, Tomas Radivoyevitch, Anjali S. Advani, Farhad Ravandi, Hetty E. Carraway, Aziz Nazha, Claudia Haferlach, Yogen Saunthararajah, Jacob Scott, Valeria Visconte, Hagop Kantarjian, Tapan Kadia, Mikkael A. Sekeres, Torsten Haferlach, Jaroslaw P. Maciejewski
Journal: Blood
Blood (2021) 138 (19): 1885–1895.
https://doi.org/10.1182/blood.2020010603
Published: 2021
Includes: Supplemental data
Journal Articles

Genotype-Phenotype Correlations in Patients with Myeloid Malignancies Using Explainable Artificial Intelligence

Nathan Radakovich, BA, Luca Malcovati, MD, Manja Meggendorfer, PhD, Mikkael A. Sekeres, MD MS, Jacob Shreve, MD MS, Cameron Beau Hilton, MD, Yazan Rouphail, Wencke Walter, PhD, Stephan Hutter, PhD, Anna Gallì, Sarah Pozzi, Aaron T. Gerds, MDMS, Sudipto Mukherjee, MD PhD MPH, Cassandra M Kerr, MS, Babal K. Jha, PhD, Claudia Haferlach, MD, Jaroslaw P. Maciejewski, MD PhD, Torsten Haferlach, MD, Aziz Nazha, MD
Journal: Blood
Blood (2020) 136 (Supplement 1): 31–32.
https://doi.org/10.1182/blood-2020-140023
Published: 2020
Journal Articles

Personalized Transcriptomic Analyses Identify Unique Signatures That Correlate with Genomic Subtypes in Acute Myeloid Leukemia (AML) Using Explainable Artificial Intelligence

Yazan Rouphail, Nathan Radakovich, BA, Jacob Shreve, MD MS, Sudipto Mukherjee, MD PhD MPH, Babal K. Jha, PhD, Jaroslaw P. Maciejewski, MD PhD, Mikkael A. Sekeres, MD MS, Aziz Nazha, MD
Journal: Blood
Blood (2020) 136 (Supplement 1): 33–34.
https://doi.org/10.1182/blood-2020-139522
Published: 2020
Journal Articles

A Personalized Clinical-Decision Tool to Improve the Diagnostic Accuracy of Myelodysplastic Syndromes

Nathan Radakovich, BA, Manja Meggendorfer, PhD, Luca Malcovati, MD, Mikkael A. Sekeres, Jacob Shreve, MD MS, Cameron Beau Hilton, MD, Yazan Rouphail, Wencke Walter, PhD, Stephan Hutter, PhD, Sudipto Mukherjee, MD PhD MPH, Cassandra M. Kerr, MS, Babal K. Jha, PhD, Anna Gallì, Sarah Pozzi, Aaron T. Gerds, MDMS, Cassandra M Kerr, MS, Claudia Haferlach, MD, Jaroslaw P. Maciejewski, MD PhD, Torsten Haferlach, MD, Aziz Nazha, MD
Journal: Blood
Blood (2020) 136 (Supplement 1): 33–35.
https://doi.org/10.1182/blood-2020-139412
Published: 2020
Journal Articles

Multicenter Validation of a Personalized Model to Predict Hypomethylating Agent Response in Myelodysplastic Syndromes (MDS)

Nathan Radakovich, BA, David A. Sallman, MD, Rena J. Buckstein, MD FRCPC, Andrew M. Brunner, MD, Sudipto Mukherjee, MD PhD MPH, Rami Komrokji, MD, Najla Al Ali, M.Sc, Jacob Shreve, MD MS, Yazan Rouphail, Cassandra M Kerr, MS, Yihong Guan, PhD, Teodora Kuzmanovic, BA, Metis Hasipek, PhD, Babal K. Jha, PhD, Jaroslaw P. Maciejewski, MD PhD, Mikkael A. Sekeres, MD MS, Aziz Nazha, MD
Journal: Blood
Blood (2020) 136 (Supplement 1): 54–55.
https://doi.org/10.1182/blood-2020-139815
Published: 2020
Journal Articles

A Personalized Prediction Model to Risk Stratify Patients with Acute Myeloid Leukemia (AML) Using Artificial Intelligence

Jacob Shreve, MD MS, Manja Meggendorfer, PhD, Hassan Awada, MD, Sudipto Mukherjee, MD PhD MPH, Wencke Walter, PhD, Stephan Hutter, PhD, Ahed Makhoul, MD, Cameron Beau Hilton, BA, Nathan Radakovich, BA, Yasunobu Nagata, MD PhD, Yazan Rouphail, Vera Adema, PhD, Cassandra M Kerr, MS, Bhumika J. Patel, MD, Teodora Kuzmanovic, Jaroslaw P. Maciejewski, MD PhD, Claudia Haferlach, MD, Mikkael A. Sekeres, MD MS, Torsten Haferlach, MD, Aziz Nazha, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2091.
https://doi.org/10.1182/blood-2019-128066
Published: 2019
Journal Articles

Predicting Response to Hypomethylating Agents in Patients with Myelodysplastic Syndromes (MDS) Using Artificial Intelligence (AI)

Nathan Radakovich, BA, Mikkael A. Sekeres, MD MS, Cameron Beau Hilton, BA, Sudipto Mukherjee, MD PhD MPH, Jacob Shreve, MD MS, Yazan Rouphail, Rachel Shirley, Vera Adema, PhD, Hassan Awada, MD, Anjali S. Advani, MD, Cassandra M Kerr, MS, Yasunobu Nagata, MD PhD, Yihong Guan, PhD, Teodora Kuzmanovic, BA, Metis Hasipek, PhD, Babal K. Jha, PhD, Jaroslaw P. Maciejewski, MD PhD, Aziz Nazha, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 2089.
https://doi.org/10.1182/blood-2019-126275
Published: 2019
Journal Articles

Geno-Clinical Model for the Diagnosis of Bone Marrow Myeloid Neoplasms

Cameron Beau Hilton, BA, Manja Meggendorfer, PhD, Mikkael A. Sekeres, MD MS, Jacob Shreve, MD MS, Nathan Radakovich, Yazan Rouphail, Wencke Walter, PhD, Stephan Hutter, PhD, Eric Padron, MD, Michael R. Savona, MD, Aaron T. Gerds, MD MS, Sudipto Mukherjee, MD PhD MPH, Brianna N Smith, MD MS, Yasunobu Nagata, MD PhD, Cassandra M. Hirsch, Rami S. Komrokji, MD, Babal K. Jha, PhD, Claudia Haferlach, MD, Jaroslaw P. Maciejewski, MD PhD, Torsten Haferlach, MD, Aziz Nazha, MD
Journal: Blood
Blood (2019) 134 (Supplement_1): 4238.
https://doi.org/10.1182/blood-2019-126967
Published: 2019