C Vens

Affiliations

Division of Cell Biology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands. Electronic address: c.vens@nki.nl.

Publications (37)

Micro cone beam computed tomography for sensitive assessment of radiation-induced late lung toxicity in preclinical models.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: D van Berlo , A Khmelinskii , A Gasparini , F J Salguero , B Floot , N de Wit , M van de Ven , J Y Song , R P Coppes , M Verheij , J J Sonke , C Vens

Genetic Factors Associated with a Poor Outcome in Head and Neck Cancer Patients Receiving Definitive Chemoradiotherapy.

Cancers

Avec: David M Vossen , Caroline V M Verhagen , Martijn van der Heijden , Paul B M Essers , Harry Bartelink , Marcel Verheij , Lodewyk F A Wessels , Michiel W M van den Brekel , Conchita Vens

Applying machine learning to detect early stages of cardiac remodelling and dysfunction.

European heart journal. Cardiovascular Imaging

Avec: František Sabovčik , Nicholas Cauwenberghs , Dmitry Kouznetsov , Francois Haddad , Amparo Alonso-Betanzos , Celine Vens , Tatiana Kuznetsova

Temporal shift and predictive performance of machine learning for heart transplant outcomes.

The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation

Avec: Robert J H Miller , František Sabovčik , Nicholas Cauwenberghs , Celine Vens , Kiran K Khush , Paul A Heidenreich , Francois Haddad , Tatiana Kuznetsova

Echocardiographic phenogrouping by machine learning for risk stratification in the general population.

European heart journal. Digital health

Avec: František Sabovčik , Nicholas Cauwenberghs , Celine Vens , Tatiana Kuznetsova

Predicting time-to-intubation after critical care admission using machine learning and cured fraction information.

Artificial intelligence in medicine

Avec: Michela Venturini , Ingrid Van Keilegom , Wouter De Corte , Celine Vens

Ovarian cancer-derived copy number alterations signatures are prognostic in chemoradiotherapy-treated head and neck squamous cell carcinoma.

International journal of cancer

Avec: Paul B M Essers , Martijn van der Heijden , David Vossen , Reinout H de Roest , C René Leemans , Ruud H Brakenhoff , Michiel W M van den Brekel , Harry Bartelink , Marcel Verheij , Conchita Vens

Study protocols of three parallel phase 1 trials combining radical radiotherapy with the PARP inhibitor olaparib.

BMC cancer

Avec: R de Haan , E van Werkhoven , M M van den Heuvel , H M U Peulen , G S Sonke , P Elkhuizen , M W M van den Brekel , M E T Tesselaar , C Vens , J H M Schellens , B van Triest , M Verheij

The Prediction of Biological Features Using Magnetic Resonance Imaging in Head and Neck Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis.

Cancers

Avec: Hedda J van der Hulst , Robin W Jansen , Conchita Vens , Paula Bos , Winnie Schats , Marcus C de Jong , Roland M Martens , Zuhir Bodalal , Regina G H Beets-Tan , Michiel W M van den Brekel , Pim de Graaf , Jonas A Castelijns

Loss of the volume-regulated anion channel components LRRC8A and LRRC8D limits platinum drug efficacy.

Cancer research communications

Avec: Carmen A Widmer , Ismar Klebic , Natalya Domanitskaya , Morgane Decollogny , Denise Howald , Myriam Siffert , Paul Essers , Zuzanna Nowicka , Nadine Stokar-Regenscheit , Marieke van de Ven , Renske de Korte-Grimmerink , José A Galván , Colin E J Pritchard , Ivo J Huijbers , Wojciech Fendler , Conchita Vens , Sven Rottenberg

CHIT1 at diagnosis predicts faster disability progression and reflects early microglial activation in multiple sclerosis.

Nature communications

Avec: Jarne Beliën , Stijn Swinnen , Robbe D'hondt , Laia Verdú de Juan , Nina Dedoncker , Patrick Matthys , Jan Bauer , Celine Vens , Sinéad Moylett , Bénédicte Dubois

Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning.

IEEE/ACM transactions on computational biology and bioinformatics

Avec: Konstantinos Pliakos , Celine Vens , Grigorios Tsoumakas

Disease outcome and associated factors after definitive platinum based chemoradiotherapy for advanced stage HPV-negative head and neck cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Reinout H de Roest , Martijn van der Heijden , Frederik W R Wesseling , Emma J de Ruiter , Martijn W Heymans , Chris Terhaard , Marije R Vergeer , Jan Buter , Lot A Devriese , Jan Paul de Boer , Arash Navran , Ann Hoeben , Conchita Vens , Michiel van den Brekel , Ruud H Brakenhoff , C René Leemans , Frank Hoebers

Online Extra Trees Regressor.

IEEE transactions on neural networks and learning systems

Avec: Saulo Martiello Mastelini , Felipe Kenji Nakano , Celine Vens , Andre Carlos Ponce de Leon Ferreira de Carvalho

Leveraging class hierarchy for detecting missing annotations on hierarchical multi-label classification.

Computers in biology and medicine

Avec: Miguel Romero , Felipe Kenji Nakano , Jorge Finke , Camilo Rocha , Celine Vens

Comparison between Cystatin C- and Creatinine-Based Estimated Glomerular Filtration Rate in the Follow-Up of Patients Recovering from a Stage-3 AKI in ICU.

Journal of clinical medicine

Avec: Fateme Nateghi Haredasht , Liesbeth Viaene , Celine Vens , Nico Callewaert , Wouter De Corte , Hans Pottel

Predicting outcomes of acute kidney injury in critically ill patients using machine learning.

Scientific reports

Avec: Fateme Nateghi Haredasht , Liesbeth Viaene , Hans Pottel , Wouter De Corte , Celine Vens

A joint physics and radiobiology DREAM team vision - Towards better response prediction models to advance radiotherapy.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: C Vens , P van Luijk , R I Vogelius , I El Naqa , L Humbert-Vidan , C von Neubeck , N Gomez-Roman , E Bahn , L Brualla , T T Böhlen , S Ecker , R Koch , A Handeland , S Pereira , L Possenti , T Rancati , D Todor , B Vanderstraeten , M Van Heerden , W Ullrich , M Jackson , M Alber , L Marignol , Auteur inconnu

Predicting adverse long-term neurocognitive outcomes after pediatric intensive care unit admission.

Computer methods and programs in biomedicine

Avec: Felipe Kenji Nakano , Karolijn Dulfer , Ilse Vanhorebeek , Pieter J Wouters , Sascha C Verbruggen , Koen F Joosten , Fabian Güiza Grandas , Celine Vens , Greet Van den Berghe

Drug Sensitivity Prediction Models Reveal a Link between DNA Repair Defects and Poor Prognosis in HNSCC.

Cancer research

Avec: Paul B M Essers , Martijn van der Heijden , Caroline V M Verhagen , Emily M Ploeg , Reinout H de Roest , C René Leemans , Ruud H Brakenhoff , Michiel W M van den Brekel , Harry Bartelink , Marcel Verheij , Conchita Vens

Acute Hypoxia Profile is a Stronger Prognostic Factor than Chronic Hypoxia in Advanced Stage Head and Neck Cancer Patients.

Cancers

Avec: Martijn van der Heijden , Monique C de Jong , Caroline V M Verhagen , Reinout H de Roest , Sebastian Sanduleanu , Frank Hoebers , C René Leemans , Ruud H Brakenhoff , Conchita Vens , Marcel Verheij , Michiel W M van den Brekel

Phase I and Pharmacologic Study of Olaparib in Combination with High-dose Radiotherapy with and without Concurrent Cisplatin for Non-Small Cell Lung Cancer.

Clinical cancer research : an official journal of the American Association for Cancer Research

Avec: Rosemarie de Haan , Michel M van den Heuvel , Judi van Diessen , Heike M U Peulen , Erik van Werkhoven , Adrianus J de Langen , Ferry Lalezari , Dick Pluim , Manon Verwijs-Janssen , Conchita Vens , Jan H M Schellens , Neeltje Steeghs , Marcel Verheij , Baukelien van Triest

Radiopotentiation Profiling of Multiple Inhibitors of the DNA Damage Response for Early Clinical Development.

Molecular cancer therapeutics

Avec: Sonja J Gill , Paul W G Wijnhoven , Jacqueline H L Fok , Rebecca L Lloyd , Jonathan Cairns , Joshua Armenia , Jenni Nikkilä , Alan Lau , Christopher J Bakkenist , Susan M Galbraith , Conchita Vens , Mark J O'Connor

Phase I feasibility study of Olaparib in combination with loco-regional radiotherapy in head and neck squamous cell carcinoma.

Clinical and translational radiation oncology

Avec: Arash Navran , Abrahim Al-Mamgani , Hester Elzinga , Rob Kessels , Conchita Vens , Margot Tesselaar , Michiel van den Brekel , Rosemarie de Haan , Baukelien van Triest , Marcel Verheij

Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments.

Behavior research methods

Avec: Jung Yeon Park , Klest Dedja , Konstantinos Pliakos , Jinho Kim , Sean Joo , Frederik Cornillie , Celine Vens , Wim Van den Noortgate

TRIP12 governs DNA Polymerase β involvement in DNA damage response and repair.

bioRxiv : the preprint server for biology

Avec: Burcu Inanc , Qingming Fang , Joel F Andrews , Xuemei Zeng , Jennifer Clark , Jianfeng Li , Nupur B Dey , Md Ibrahim , Peter Sykora , Zhongxun Yu , Andrea Braganza , Marcel Verheij , Jos Jonkers , Nathan A Yates , Conchita Vens , Robert W Sobol

Machine learning for discovering missing or wrong protein function annotations : A comparison using updated benchmark datasets.

BMC bioinformatics

Avec: Felipe Kenji Nakano , Mathias Lietaert , Celine Vens

Network inference with ensembles of bi-clustering trees.

BMC bioinformatics

Avec: Konstantinos Pliakos , Celine Vens

Correction: Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant metastasis after concurrent chemo-radiotherapy.

PloS one

Avec: Simon Keek , Sebastian Sanduleanu , Frederik Wesseling , Reinout de Roest , Michiel van den Brekel , Martijn van der Heijden , Conchita Vens , Calareso Giuseppina , Lisa Licitra , Kathrin Scheckenbach , Marije Vergeer , C René Leemans , Ruud H Brakenhoff , Irene Nauta , Stefano Cavalieri , Henry C Woodruff , Tito Poli , Ralph Leijenaar , Frank Hoebers , Philippe Lambin

Epithelial-to-mesenchymal transition is a prognostic marker for patient outcome in advanced stage HNSCC patients treated with chemoradiotherapy.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Martijn van der Heijden , Paul B M Essers , Caroline V M Verhagen , Stefan M Willems , Joyce Sanders , Reinout H de Roest , David M Vossen , C René Leemans , Marcel Verheij , Ruud H Brakenhoff , Michiel W M van den Brekel , Conchita Vens

Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant metastasis after concurrent chemo-radiotherapy.

PloS one

Drug-target interaction prediction with tree-ensemble learning and output space reconstruction.

BMC bioinformatics

Avec: Konstantinos Pliakos , Celine Vens

Survival analysis with semi-supervised predictive clustering trees.

Computers in biology and medicine

Avec: Bijit Roy , Tomaž Stepišnik , Auteur inconnu , Celine Vens , Sašo Džeroski

Cellular Radiosensitivity of Soft Tissue Sarcoma.

Radiation research

Avec: R L Haas , B G J Floot , A N Scholten , W T A van der Graaf , W van Houdt , Y Schrage , M van de Ven , J V M G Bovée , F van Coevorden , C Vens

Overcoming data scarcity in radiomics/radiogenomics using synthetic radiomic features.

Computers in biology and medicine

Avec: Milad Ahmadian , Zuhir Bodalal , Hedda J van der Hulst , Conchita Vens , Luc H E Karssemakers , Nino Bogveradze , Francesca Castagnoli , Federica Landolfi , Eun Kyoung Hong , Nicolo Gennaro , Andrea Delli Pizzi , Regina G H Beets-Tan , Michiel W M van den Brekel , Jonas A Castelijns

Homologous Recombination Deficiency Scar: Mutations and Beyond-Implications for Precision Oncology.

Cancers

Avec: Alexander M A van der Wiel , Lesley Schuitmaker , Ying Cong , Jan Theys , Arne Van Hoeck , Conchita Vens , Philippe Lambin , Ala Yaromina , Ludwig J Dubois

Validated risk prediction models for outcomes of acute kidney injury: a systematic review.

BMC nephrology

Avec: Fateme Nateghi Haredasht , Laban Vanhoutte , Celine Vens , Hans Pottel , Liesbeth Viaene , Wouter De Corte

Réseau de co-auteurs

Celine Vens 17 collaborations

Conchita Vens 16 collaborations

Martijn van der Heijden 8 collaborations

Marcel Verheij 8 collaborations

Michiel W M van den Brekel 7 collaborations

C René Leemans 7 collaborations

Ruud H Brakenhoff 7 collaborations

Reinout H de Roest 5 collaborations

Caroline V M Verhagen 4 collaborations

Paul B M Essers 4 collaborations

Wouter De Corte 4 collaborations

Konstantinos Pliakos 4 collaborations

Frank Hoebers 4 collaborations

Felipe Kenji Nakano 4 collaborations

Harry Bartelink 3 collaborations

František Sabovčik 3 collaborations

Nicholas Cauwenberghs 3 collaborations

Tatiana Kuznetsova 3 collaborations

Michiel van den Brekel 3 collaborations

Fateme Nateghi Haredasht 3 collaborations

Liesbeth Viaene 3 collaborations

Hans Pottel 3 collaborations

Sebastian Sanduleanu 3 collaborations

Philippe Lambin 3 collaborations

M van de Ven 2 collaborations

M Verheij 2 collaborations

David M Vossen 2 collaborations

Francois Haddad 2 collaborations

Hedda J van der Hulst 2 collaborations

Zuhir Bodalal 2 collaborations

Regina G H Beets-Tan 2 collaborations

Jonas A Castelijns 2 collaborations

Arash Navran 2 collaborations

None None 2 collaborations

Rosemarie de Haan 2 collaborations

Baukelien van Triest 2 collaborations

Simon Keek 2 collaborations

Frederik Wesseling 2 collaborations

Calareso Giuseppina 2 collaborations

Lisa Licitra 2 collaborations

Kathrin Scheckenbach 2 collaborations

Marije Vergeer 2 collaborations

Irene Nauta 2 collaborations

Stefano Cavalieri 2 collaborations

Henry C Woodruff 2 collaborations

Tito Poli 2 collaborations

Ralph Leijenaar 2 collaborations

D van Berlo 1 collaboration

A Khmelinskii 1 collaboration

A Gasparini 1 collaboration

F J Salguero 1 collaboration

B Floot 1 collaboration

N de Wit 1 collaboration

J Y Song 1 collaboration

R P Coppes 1 collaboration

J J Sonke 1 collaboration

Lodewyk F A Wessels 1 collaboration

Dmitry Kouznetsov 1 collaboration

Amparo Alonso-Betanzos 1 collaboration

Robert J H Miller 1 collaboration

Kiran K Khush 1 collaboration

Paul A Heidenreich 1 collaboration

Michela Venturini 1 collaboration

Ingrid Van Keilegom 1 collaboration

David Vossen 1 collaboration

R de Haan 1 collaboration

E van Werkhoven 1 collaboration

M M van den Heuvel 1 collaboration

H M U Peulen 1 collaboration

G S Sonke 1 collaboration

P Elkhuizen 1 collaboration

M W M van den Brekel 1 collaboration

M E T Tesselaar 1 collaboration

J H M Schellens 1 collaboration

B van Triest 1 collaboration

Robin W Jansen 1 collaboration

Paula Bos 1 collaboration

Winnie Schats 1 collaboration

Marcus C de Jong 1 collaboration

Roland M Martens 1 collaboration

Pim de Graaf 1 collaboration

Carmen A Widmer 1 collaboration

Ismar Klebic 1 collaboration

Natalya Domanitskaya 1 collaboration

Morgane Decollogny 1 collaboration

Denise Howald 1 collaboration

Myriam Siffert 1 collaboration

Paul Essers 1 collaboration

Zuzanna Nowicka 1 collaboration

Nadine Stokar-Regenscheit 1 collaboration

Marieke van de Ven 1 collaboration

Renske de Korte-Grimmerink 1 collaboration

José A Galván 1 collaboration

Colin E J Pritchard 1 collaboration

Ivo J Huijbers 1 collaboration

Wojciech Fendler 1 collaboration

Sven Rottenberg 1 collaboration

Jarne Beliën 1 collaboration

Stijn Swinnen 1 collaboration

Robbe D'hondt 1 collaboration

Laia Verdú de Juan 1 collaboration

Nina Dedoncker 1 collaboration

Patrick Matthys 1 collaboration

Jan Bauer 1 collaboration

Sinéad Moylett 1 collaboration

Bénédicte Dubois 1 collaboration

Grigorios Tsoumakas 1 collaboration

Frederik W R Wesseling 1 collaboration

Emma J de Ruiter 1 collaboration

Martijn W Heymans 1 collaboration

Chris Terhaard 1 collaboration

Marije R Vergeer 1 collaboration

Jan Buter 1 collaboration

Lot A Devriese 1 collaboration

Jan Paul de Boer 1 collaboration

Ann Hoeben 1 collaboration

Saulo Martiello Mastelini 1 collaboration

Andre Carlos Ponce de Leon Ferreira de Carvalho 1 collaboration

Miguel Romero 1 collaboration

Jorge Finke 1 collaboration

Camilo Rocha 1 collaboration

Nico Callewaert 1 collaboration

P van Luijk 1 collaboration

R I Vogelius 1 collaboration

I El Naqa 1 collaboration

L Humbert-Vidan 1 collaboration

C von Neubeck 1 collaboration

N Gomez-Roman 1 collaboration

E Bahn 1 collaboration

L Brualla 1 collaboration

T T Böhlen 1 collaboration

S Ecker 1 collaboration

R Koch 1 collaboration

A Handeland 1 collaboration

S Pereira 1 collaboration

L Possenti 1 collaboration

T Rancati 1 collaboration

D Todor 1 collaboration

B Vanderstraeten 1 collaboration

M Van Heerden 1 collaboration

W Ullrich 1 collaboration

M Jackson 1 collaboration

M Alber 1 collaboration

L Marignol 1 collaboration

Karolijn Dulfer 1 collaboration

Ilse Vanhorebeek 1 collaboration

Pieter J Wouters 1 collaboration

Sascha C Verbruggen 1 collaboration

Koen F Joosten 1 collaboration

Fabian Güiza Grandas 1 collaboration

Greet Van den Berghe 1 collaboration

Emily M Ploeg 1 collaboration

Monique C de Jong 1 collaboration

Michel M van den Heuvel 1 collaboration

Judi van Diessen 1 collaboration

Heike M U Peulen 1 collaboration

Erik van Werkhoven 1 collaboration

Adrianus J de Langen 1 collaboration

Ferry Lalezari 1 collaboration

Dick Pluim 1 collaboration

Manon Verwijs-Janssen 1 collaboration

Jan H M Schellens 1 collaboration

Neeltje Steeghs 1 collaboration

Sonja J Gill 1 collaboration

Paul W G Wijnhoven 1 collaboration

Jacqueline H L Fok 1 collaboration

Rebecca L Lloyd 1 collaboration

Jonathan Cairns 1 collaboration

Joshua Armenia 1 collaboration

Jenni Nikkilä 1 collaboration

Alan Lau 1 collaboration

Christopher J Bakkenist 1 collaboration

Susan M Galbraith 1 collaboration

Mark J O'Connor 1 collaboration

Abrahim Al-Mamgani 1 collaboration

Hester Elzinga 1 collaboration

Rob Kessels 1 collaboration

Margot Tesselaar 1 collaboration

Jung Yeon Park 1 collaboration

Klest Dedja 1 collaboration

Jinho Kim 1 collaboration

Sean Joo 1 collaboration

Frederik Cornillie 1 collaboration

Wim Van den Noortgate 1 collaboration

Burcu Inanc 1 collaboration

Qingming Fang 1 collaboration

Joel F Andrews 1 collaboration

Xuemei Zeng 1 collaboration

Jennifer Clark 1 collaboration

Jianfeng Li 1 collaboration

Nupur B Dey 1 collaboration

Md Ibrahim 1 collaboration

Peter Sykora 1 collaboration

Zhongxun Yu 1 collaboration

Andrea Braganza 1 collaboration

Jos Jonkers 1 collaboration

Nathan A Yates 1 collaboration

Robert W Sobol 1 collaboration

Mathias Lietaert 1 collaboration

None Reinout de Roest 1 collaboration

None Michiel van den Brekel 1 collaboration

Stefan M Willems 1 collaboration

Joyce Sanders 1 collaboration

Reinout de Roest 1 collaboration

Bijit Roy 1 collaboration

Tomaž Stepišnik 1 collaboration

Sašo Džeroski 1 collaboration

R L Haas 1 collaboration

B G J Floot 1 collaboration

A N Scholten 1 collaboration

W T A van der Graaf 1 collaboration

W van Houdt 1 collaboration

Y Schrage 1 collaboration

J V M G Bovée 1 collaboration

F van Coevorden 1 collaboration

Milad Ahmadian 1 collaboration

Luc H E Karssemakers 1 collaboration

Nino Bogveradze 1 collaboration

Francesca Castagnoli 1 collaboration

Federica Landolfi 1 collaboration

Eun Kyoung Hong 1 collaboration

Nicolo Gennaro 1 collaboration

Andrea Delli Pizzi 1 collaboration

Alexander M A van der Wiel 1 collaboration

Lesley Schuitmaker 1 collaboration

Ying Cong 1 collaboration

Jan Theys 1 collaboration

Arne Van Hoeck 1 collaboration

Ala Yaromina 1 collaboration

Ludwig J Dubois 1 collaboration

Laban Vanhoutte 1 collaboration