Constantin F. Aliferis

Assistant Professsor

Biomedical Informatics Dept

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Papers102 papers

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Dilution of molecular-pathologic gene signatures by medically associated factors might prevent prediction of resection status after debulking surgery in patients with advanced ovarian cancer

Florian Heitz,Stefan Kommoss, Roshan Tourani, Anthony Grandelis, Locke Uppendahl,Constantin Aliferis,Alexander Burges,Chen Wang,Ulrich Canzler, Jinhua Wang,Antje Belau,Sonia Prader

CLINICAL CANCER RESEARCH, no. 1 (2020): 213-219

WOSBibtex

Utilizing Causal Pathway Analysis To Predict Change In Cardiorespiratory Fitness In The STRRIDE Randomized Trials: 1865 May 28 1:45 PM - 2:00 PM

Leanna M. Ross, Roshan Tourani,Sisi Ma, Steven Shen, Daniel C. Parker,Kim M. Huffman,Virginia B. Kraus,Constantin F. Aliferis,William E. Kraus

Medicine and Science in Sports and Exercise, (2020): 503-503

Bibtex

Clinical and Germline Molecular Findings From an Ovarian Cancer Precision Medicine Initiative

Z. Chang,W. Lee, Z.T. Rivers,L.D. Uppendahl, A. Grad, S. Talukdar,C. Aliferis,P. Jacobson,T. Starr, A.C. Nelson,B. Winterhoff

Gynecologic Oncology, no. 1 (2020): e16-E16

Bibtex

Significant overall survival improvement in proliferative subtype ovarian cancer patients receiving bevacizumab

Stefan Kommoss,Florian Heitz,Boris Winterhoff,Chen Wang,Jalid Sehouli,Constantin F. Aliferis,Rainer Kimmig, Jinhua Wang,Sisi Ma,Nikolaus de Gregorio, Sven Mahner,Andreas du Bois

Journal of Clinical Oncology, (2018): 5520-5520

Cited by2Bibtex

Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions

Boris Winterhoff, Stefan Kommoss, Florian Heitz, Gottfried E Konecny, Sean C Dowdy, Sally A Mullany, Tjoung-Won Park-Simon, Klaus Baumann, Felix Hilpert, Sara Brucker,Andreas du Bois, Willibald Schröder

AMIA ... Annual Symposium proceedings. AMIA Symposium, (2018): 1093-1102

Cited by2WOSEIBibtex

32.2 The Complex Etiology of PTSD in Children With Maltreatment

Leah J. Morales,Sisi Ma,Constantin F. Aliferis,Glenn N. Saxe

JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, no. SUP10 (2018): S319-S319

Bibtex

32.1 Machine Learning and Causal Network Modeling for Research on PTSD and Suicide

Glenn N. Saxe,Sisi Ma, Leah J. Morales,Constantin F. Aliferis

JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, no. SUP10 (2018): S319-S319

Bibtex

Prediction of post-operative residual disease in advanced-stage ovarian cancer (AOC) using whole transcriptome expression: An exploratory analysis of the AGO-OVAR 11 (ICON7) trial

Florian Heitz,Stefan Kommoss,Boris Winterhoff,Constantin F. Aliferis,Alexander Burges,Chen Wang,Ulrich Canzler, Jinhua Wang,A. Belau,Lars Hanker,Sisi Ma, Felix Hilpert

Journal of Clinical Oncology, (2018): 5550-5550

Cited by3Bibtex

Machine learning methods to predict child posttraumatic stress: a proof of concept study

Glenn N Saxe,Sisi Ma, Jiwen Ren,Constantin Aliferis

BMC psychiatry, no. 1 (2017): 223-223

Cited by3WOSBibtex

A Complex Systems Approach to Causal Discovery in Psychiatry

Glenn N. Saxe,Alexander Statnikov,David Fenyö, Jiwen Ren,Zhiguo Li, Meera Prasad,Dennis P. Wall, Nora Bergman,Ernestine C. Briggs,Constantin F. Aliferis,Constantin F. Aliferis

PLOS ONE, no. 3 (2016)

Bibtex

Evaluation and Ensembling of Methods for Reverse Engineering of Brain Connectivity from Imaging Data

Bisakha Ray,Alexander V. Alekseyenko,Sisi Ma,Alexander R. Statnikov,Constantin F. Aliferis

arXiv: Neurons and Cognition, (2016)

Bibtex

An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

Sisi Ma,Alexander Statnikov,Patrick Kemmeren,Constantin F. Aliferis

Scientific Reports, (2016): 22558

Cited by2WOSNATUREBibtex

Low‐Grade inflammation in symptomatic knee osteoarthritis: Prognostic value of inflammatory plasma lipids and peripheral blood leukocyte biomarkers

Mukundan G Attur,Svetlana Krasnokutsky,Alexander Statnikov,Jonathan Samuels,Zhiguo Li,Olga Friese, Mariepierre Hellio Le Graverandgastineau,L Rybak,V B Kraus,Joanne M Jordan,Constantin F Aliferis,Steven B Abramson

ARTHRITIS & RHEUMATOLOGY, no. 11.0 (2015): 2905-2915

Cited by11Bibtex

Elevated Peripheral Blood Leukocyte Inflammatory Gene Expression in Radiographic Progressors with Symptomatic Knee Osteoarthritis: NYU and OAI Cohorts

Mukundan Attur,Alexander Statnikov, Svetlana Krasnokutsky Samuels,Virginia B. Kraus,Joanne Jordan,Braxton D. Mitchell,Michelle Yau,Jyoti Patel,Constantin F. Aliferis,Marc C. Hochberg,Jonathan Samuels,Steven B. Abramson

Osteoarthritis and Cartilage, no. SUPnan (2015): A51-A52

Bibtex

Interview with Constantin Aliferis

Constantin F Aliferis,Dominique A Tobbell

(2015)

Bibtex

Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery

Alexander R. Statnikov,Sisi Ma,Mikael Henaff,Nikita I. Lytkin,Efstratios Efstathiadis,Eric R. Peskin,Constantin F. Aliferis

JOURNAL OF MACHINE LEARNING RESEARCH, (2015): 3219.0-3267.0

Cited by14EIBibtex

Plasma levels of interleukin-1 receptor antagonist (IL1Ra) predict radiographic progression of symptomatic knee osteoarthritis

Mukundan G Attur,Alexander Statnikov, Jack Samuels, Zhenyu Li,Alexander V Alekseyenko,Jeffrey D Greenberg,Svetlana Krasnokutsky,L Rybak,Q A Lu,John Todd, H Zhou,Joanne M Jordan

Osteoarthritis and Cartilage, no. 11 (2015): 1915-1924

Cited by21WOSBibtex

Computational Methods for Unraveling Temporal Brain Connectivity Data

Bisakha Ray,Constantin F. Aliferis,Alexander R. Statnikov

AMIA, (2015)

Cited by2EIWOSBibtex

Elevated peripheral blood leukocyte inflammatory gene expression in radiographic progressors with symptomatic knee osteoarthritis: NYU and OAI cohorts

Mukundan G Attur,Alexander Statnikov,Svetlana Krasnokutsky,V B Kraus,Steven B Abramson,Joanne M Jordan,Braxton D Mitchell, Jack Samuels, Marc C Hochberg,Constantin F Aliferis,Jyoti C Patel,M Yau

Osteoarthritis and Cartilage, (2015)

Bibtex

Medical decision support using machine learning for early detection of late-onset neonatal sepsis

Subramani Mani,Asli Ozdas,Constantin Aliferis,Huseyin Atakan Varol,Qingxia Chen,Randy Carnevale,Yukun Chen,Joann Romano-Keeler,Hui Nian,Jörn-Hendrik Weitkamp

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, no. 2 (2014): 326-336

Cited by99WOSEIBibtex

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Constantin F. AliferisBinding

Papers102 papers

Constantin F. Aliferis