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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
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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6
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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7
Prediction of human population responses to toxic compounds by a collaborative competition
Prediction of human population responses to toxic compounds by a collaborative competition
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Prediction of human population responses to toxic compounds by a collaborative competition

Eduati, Federica ; Mangravite, Lara M ; Wang, Tao ; Tang, Hao ; Bare, J Christopher ; Huang, Ruili ; Norman, Thea ; Kellen, Mike ; Menden, Michael P ; Yang, Jichen ; Zhan, Xiaowei ; Zhong, Rui ; Xiao, Guanghua ; Xia, Menghang ; Abdo, Nour ; Kosyk, Oksana ; Friend, Stephen ; Dearry, Allen ; Simeonov, Anton ; Tice, Raymond R ; Rusyn, Ivan ; Wright, Fred A ; Stolovitzky, Gustavo ; Xie, Yang ; Saez-Rodriguez, Julio

Nature biotechnology, 2015-09, Vol.33 (9), p.933-940 [Periódico revisado por pares]

United States: Nature Publishing Group

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8
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
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Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

Micallef, Luana ; Sundin, Iiris ; Marttinen, Pekka ; Ammad-ud-din, Muhammad ; Peltola, Tomi ; Soare, Marta ; Jacucci, Giulio ; Kaski, Samuel

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017, p.547-552

New York, NY, USA: ACM

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9
Poor hospitalization outcomes in patients undergoing allogeneic hematopoietic stem cell transplant with hospital acquired influenza infection
Poor hospitalization outcomes in patients undergoing allogeneic hematopoietic stem cell transplant with hospital acquired influenza infection
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Poor hospitalization outcomes in patients undergoing allogeneic hematopoietic stem cell transplant with hospital acquired influenza infection

Ammad Ud Din, Mohammad ; Jaan, Ali ; Shahzad, Moazzam ; Liaqat, Hania ; McGuirk, Joseph ; Mushtaq, Muhammad Umair

Transplant infectious disease, 2023-06, Vol.25 (3), p.e14066-n/a [Periódico revisado por pares]

Denmark: Wiley Subscription Services, Inc

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10
Trends and in‐hospital cardiac complications in patients with atrial fibrillation undergoing allogeneic stem cell transplant: A National Inpatient Sample analysis (2002–2019)
Trends and in‐hospital cardiac complications in patients with atrial fibrillation undergoing allogeneic stem cell transplant: A National Inpatient Sample analysis (2002–2019)
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Trends and in‐hospital cardiac complications in patients with atrial fibrillation undergoing allogeneic stem cell transplant: A National Inpatient Sample analysis (2002–2019)

Ammad Ud Din, Mohammad ; Chowdhury, Medhat ; Shahzad, Moazzam ; Zahid, Salman ; Liaqat, Hania ; Osama, Muhammad ; Elmariah, Hany

European journal of haematology, 2023-06, Vol.110 (6), p.754-761 [Periódico revisado por pares]

England: Wiley Subscription Services, Inc

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