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Bayesian multi-source regression and monocyte-associated gene expression predict BCL-2 inhibitor resistance in acute myeloid leukemia
Bayesian multi-source regression and monocyte-associated gene expression predict BCL-2 inhibitor resistance in acute myeloid leukemia
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Bayesian multi-source regression and monocyte-associated gene expression predict BCL-2 inhibitor resistance in acute myeloid leukemia

White, Brian S ; Khan, Suleiman A ; Mason, Mike J ; Ammad-Ud-Din, Muhammad ; Potdar, Swapnil ; Malani, Disha ; Kuusanmäki, Heikki ; Druker, Brian J ; Heckman, Caroline ; Kallioniemi, Olli ; Kurtz, Stephen E ; Porkka, Kimmo ; Tognon, Cristina E ; Tyner, Jeffrey W ; Aittokallio, Tero ; Wennerberg, Krister ; Guinney, Justin

NPJ precision oncology, 2021-07, Vol.5 (1), p.71-71, Article 71 [Periódico revisado por pares]

England: Nature Publishing Group

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2
Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization
Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization
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Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization

Ammad-ud-din, Muhammad ; Georgii, Elisabeth ; Gönen, Mehmet ; Laitinen, Tuomo ; Kallioniemi, Olli ; Wennerberg, Krister ; Poso, Antti ; Kaski, Samuel

Journal of chemical information and modeling, 2014-08, Vol.54 (8), p.2347-2359 [Periódico revisado por pares]

United States: American Chemical Society

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3
A community effort to assess and improve drug sensitivity prediction algorithms
A community effort to assess and improve drug sensitivity prediction algorithms
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A community effort to assess and improve drug sensitivity prediction algorithms

Costello, James C ; Heiser, Laura M ; Georgii, Elisabeth ; Gönen, Mehmet ; Menden, Michael P ; Wang, Nicholas J ; Bansal, Mukesh ; Ammad-ud-din, Muhammad ; Hintsanen, Petteri ; Khan, Suleiman A ; Mpindi, John-Patrick ; Kallioniemi, Olli ; Honkela, Antti ; Aittokallio, Tero ; Wennerberg, Krister ; Collins, James J ; Gallahan, Dan ; Singer, Dinah ; Saez-Rodriguez, Julio ; Kaski, Samuel ; Gray, Joe W ; Stolovitzky, Gustavo

Nature biotechnology, 2014-12, Vol.32 (12), p.1202-1212 [Periódico revisado por pares]

United States: Nature Publishing Group

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4
An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs
An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs
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An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs

Kibble, Milla ; Khan, Suleiman A. ; Ammad-ud-din, Muhammad ; Bollepalli, Sailalitha ; Palviainen, Teemu ; Kaprio, Jaakko ; Pietiläinen, Kirsi H. ; Ollikainen, Miina

Royal Society open science, 2020-10, Vol.7 (10), p.200872-200872 [Periódico revisado por pares]

The Royal Society

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5
Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization
Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization
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Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization

Ammad-Ud-Din, Muhammad ; Khan, Suleiman A ; Malani, Disha ; Murumägi, Astrid ; Kallioniemi, Olli ; Aittokallio, Tero ; Kaski, Samuel

Bioinformatics (Oxford, England), 2016-09, Vol.32 (17), p.i455-i463 [Periódico revisado por pares]

England

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6
A Payload Optimization Method for Federated Recommender Systems
A Payload Optimization Method for Federated Recommender Systems
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A Payload Optimization Method for Federated Recommender Systems

Khan, Farwa K ; Flanagan, Adrian ; Tan, Kuan E ; Alamgir, Zareen ; Muhammad Ammad-Ud-Din

arXiv.org, 2021-07

Ithaca: Cornell University Library, arXiv.org

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7
Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression
Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression
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Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression

Ammad-Ud-Din, Muhammad ; Khan, Suleiman A ; Wennerberg, Krister ; Aittokallio, Tero

Bioinformatics (Oxford, England), 2017-07, Vol.33 (14), p.i359-i368 [Periódico revisado por pares]

England: Oxford University Press

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8
Risks and Outcomes of Tumor Lysis Syndrome in Patients Admitted with Diffuse Large B Cell Lymphoma; A Nationwide Analysis
Risks and Outcomes of Tumor Lysis Syndrome in Patients Admitted with Diffuse Large B Cell Lymphoma; A Nationwide Analysis
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Risks and Outcomes of Tumor Lysis Syndrome in Patients Admitted with Diffuse Large B Cell Lymphoma; A Nationwide Analysis

Farooq, Muhammad ; Ammad-ud-din, Muhammad ; Shahzad, Moazzam ; Jahan, Asmat ; Jaglal, Michael V.

Blood, 2023-11, Vol.142 (Supplement 1), p.5166-5166 [Periódico revisado por pares]

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9
Modelling Public Sentiments about Juul Flavors on Twitter through Machine Learning
Modelling Public Sentiments about Juul Flavors on Twitter through Machine Learning
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Modelling Public Sentiments about Juul Flavors on Twitter through Machine Learning

Malik, Aqdas ; Khan, Muhammad Irfan ; Karbasian, Habib ; Nieminen, Marko ; Ammad-Ud-Din, Muhammad ; Khan, Suleiman

Nicotine & tobacco research, 2021-11, Vol.23 (11), p.1869-1879 [Periódico revisado por pares]

England

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10
Federated Multi-view Matrix Factorization for Personalized Recommendations
Federated Multi-view Matrix Factorization for Personalized Recommendations
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Federated Multi-view Matrix Factorization for Personalized Recommendations

Flanagan, Adrian ; Were Oyomno ; Grigorievskiy, Alexander ; Tan, Kuan Eeik ; Khan, Suleiman A ; Muhammad Ammad-Ud-Din

arXiv.org, 2020-04

Ithaca: Cornell University Library, arXiv.org

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