Sergey Primakov

Affiliations

The D-Lab, Department of Precision Medicine, GROW-School for Oncology, Maastricht University, Maastricht, The Netherlands.

Publications (23)

Can predicting COVID-19 mortality in a European cohort using only demographic and comorbidity data surpass age-based prediction: An externally validated study.

PloS one

Avec: Avishek Chatterjee , Guangyao Wu , Sergey Primakov , Cary Oberije , Henry Woodruff , Pieter Kubben , Ronald Henry , Marcel J H Aries , Martijn Beudel , Peter G Noordzij , Tom Dormans , Niels C Gritters van den Oever , Joop P van den Bergh , Caroline E Wyers , Suat Simsek , Renée Douma , Auke C Reidinga , Martijn D de Kruif , Julien Guiot , Anne-Noelle Frix , Renaud Louis , Michel Moutschen , Pierre Lovinfosse , Philippe Lambin

A Prospectively Validated Prognostic Model for Patients with Locally Advanced Squamous Cell Carcinoma of the Head and Neck Based on Radiomics of Computed Tomography Images.

Cancers

Avec: Simon A Keek , Frederik W R Wesseling , Henry C Woodruff , Janita E van Timmeren , Irene H Nauta , Thomas K Hoffmann , Stefano Cavalieri , Giuseppina Calareso , Sergey Primakov , Ralph T H Leijenaar , Lisa Licitra , Marco Ravanelli , Kathrin Scheckenbach , Tito Poli , Davide Lanfranco , Marije R Vergeer , C René Leemans , Ruud H Brakenhoff , Frank J P Hoebers , Philippe Lambin

Towards texture accurate slice interpolation of medical images using PixelMiner.

Computers in biology and medicine

Avec: W Rogers , S A Keek , M Beuque , E Lavrova , S Primakov , G Wu , C Yan , S Sanduleanu , H A Gietema , R Casale , M Occhipinti , H C Woodruff , A Jochems , P Lambin

Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework.

Methods (San Diego, Calif.)

Avec: A Ibrahim , S Primakov , M Beuque , H C Woodruff , I Halilaj , G Wu , T Refaee , R Granzier , Y Widaatalla , R Hustinx , F M Mottaghy , P Lambin

Dedicated Axillary MRI-Based Radiomics Analysis for the Prediction of Axillary Lymph Node Metastasis in Breast Cancer.

Cancers

Avec: Sanaz Samiei , Renée W Y Granzier , Abdalla Ibrahim , Sergey Primakov , Marc B I Lobbes , Regina G H Beets-Tan , Thiemo J A van Nijnatten , Sanne M E Engelen , Henry C Woodruff , Marjolein L Smidt

Beyond automatic medical image segmentation-the spectrum between fully manual and fully automatic delineation.

Physics in medicine and biology

Avec: Michael J Trimpl , Sergey Primakov , Philippe Lambin , Eleanor P J Stride , Katherine A Vallis , Mark J Gooding

Radiomics Analysis for Clinical Decision Support in Nuclear Medicine.

Seminars in nuclear medicine

Avec: Abdalla Ibrahim , Martin Vallières , Henry Woodruff , Sergey Primakov , Mohsen Beheshti , Simon Keek , Turkey Refaee , Sebastian Sanduleanu , Sean Walsh , Olivier Morin , Philippe Lambin , Roland Hustinx , Felix M Mottaghy

Hypoxia PET Imaging with [18F]-HX4-A Promising Next-Generation Tracer.

Cancers

Avec: Sebastian Sanduleanu , Alexander M A van der Wiel , Relinde I Y Lieverse , Damiënne Marcus , Abdalla Ibrahim , Sergey Primakov , Guangyao Wu , Jan Theys , Ala Yaromina , Ludwig J Dubois , Philippe Lambin

Test-Retest Data for the Assessment of Breast MRI Radiomic Feature Repeatability.

Journal of magnetic resonance imaging : JMRI

Avec: R W Y Granzier , A Ibrahim , S Primakov , S A Keek , I Halilaj , A Zwanenburg , S M E Engelen , M B I Lobbes , P Lambin , H C Woodruff , M L Smidt

CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features.

Journal of personalized medicine

Avec: Turkey Refaee , Zohaib Salahuddin , Yousif Widaatalla , Sergey Primakov , Henry C Woodruff , Roland Hustinx , Felix M Mottaghy , Abdalla Ibrahim , Philippe Lambin

Open Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology.

Biomedicines

Avec: Iva Halilaj , Cary Oberije , Avishek Chatterjee , Yvonka van Wijk , Nastaran Mohammadian Rad , Prabash Galganebanduge , Elizaveta Lavrova , Sergey Primakov , Yousif Widaatalla , Anke Wind , Philippe Lambin

The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset.

PloS one

Avec: Abdalla Ibrahim , Turkey Refaee , Ralph T H Leijenaar , Sergey Primakov , Roland Hustinx , Felix M Mottaghy , Henry C Woodruff , Andrew D A Maidment , Philippe Lambin

Deep learning for the fully automated segmentation of the inner ear on MRI.

Scientific reports

Avec: Akshayaa Vaidyanathan , Marly F J A van der Lubbe , Ralph T H Leijenaar , Marc van Hoof , Fadila Zerka , Benjamin Miraglio , Sergey Primakov , Alida A Postma , Tjasse D Bruintjes , Monique A L Bilderbeek , Hammer Sebastiaan , Patrick F M Dammeijer , Vincent van Rompaey , Henry C Woodruff , Wim Vos , Seán Walsh , Raymond van de Berg , Philippe Lambin

The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features' Stability with and without ComBat Harmonization.

Cancers

Avec: Abdalla Ibrahim , Turkey Refaee , Sergey Primakov , Bruno Barufaldi , Raymond J Acciavatti , Renée W Y Granzier , Roland Hustinx , Felix M Mottaghy , Henry C Woodruff , Joachim E Wildberger , Philippe Lambin , Andrew D A Maidment

Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods.

Journal of personalized medicine

Avec: Shruti Atul Mali , Abdalla Ibrahim , Henry C Woodruff , Vincent Andrearczyk , Henning Müller , Sergey Primakov , Zohaib Salahuddin , Avishek Chatterjee , Philippe Lambin

Combining Deep Learning and Handcrafted Radiomics for Classification of Suspicious Lesions on Contrast-enhanced Mammograms.

Radiology

Avec: Manon P L Beuque , Marc B I Lobbes , Yvonka van Wijk , Yousif Widaatalla , Sergey Primakov , Michael Majer , Corinne Balleyguier , Henry C Woodruff , Philippe Lambin

Deep learning based identification of bone scintigraphies containing metastatic bone disease foci.

Cancer imaging : the official publication of the International Cancer Imaging Society

Avec: Abdalla Ibrahim , Akshayaa Vaidyanathan , Sergey Primakov , Flore Belmans , Fabio Bottari , Turkey Refaee , Pierre Lovinfosse , Alexandre Jadoul , Celine Derwael , Fabian Hertel , Henry C Woodruff , Helle D Zacho , Sean Walsh , Wim Vos , Mariaelena Occhipinti , François-Xavier Hanin , Philippe Lambin , Felix M Mottaghy , Roland Hustinx

Deep learning in fracture detection: a narrative review.

Acta orthopaedica

Avec: Pishtiwan H S Kalmet , Sebastian Sanduleanu , Sergey Primakov , Guangyao Wu , Arthur Jochems , Turkey Refaee , Abdalla Ibrahim , Luca V Hulst , Philippe Lambin , Martijn Poeze

Prognostic and Predictive Value of Integrated Qualitative and Quantitative Magnetic Resonance Imaging Analysis in Glioblastoma.

Cancers

Avec: Maikel Verduin , Sergey Primakov , Inge Compter , Henry C Woodruff , Sander M J van Kuijk , Bram L T Ramaekers , Maarten te Dorsthorst , Elles G M Revenich , Mark ter Laan , Sjoert A H Pegge , Frederick J A Meijer , Jan Beckervordersandforth , Ernst Jan Speel , Benno Kusters , Wendy W J de Leng , Monique M Anten , Martijn P G Broen , Linda Ackermans , Olaf E M G Schijns , Onno Teernstra , Koos Hovinga , Marc A Vooijs , Vivianne C G Tjan-Heijnen , Danielle B P Eekers , Alida A Postma , Philippe Lambin , Ann Hoeben

Reply to Orlhac, F.; Buvat, I. Comment on "Ibrahim et al. The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features' Stability with and without ComBat Harmonization.

Cancers

Reproducibility of CT-Based Hepatocellular Carcinoma Radiomic Features across Different Contrast Imaging Phases: A Proof of Concept on SORAMIC Trial Data.

Cancers

Avec: Abdalla Ibrahim , Yousif Widaatalla , Turkey Refaee , Sergey Primakov , Razvan L Miclea , Osman Öcal , Matthias P Fabritius , Michael Ingrisch , Jens Ricke , Roland Hustinx , Felix M Mottaghy , Henry C Woodruff , Max Seidensticker , Philippe Lambin

Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies.

Cancers

Avec: Ivan Zhovannik , Dennis Bontempi , Alessio Romita , Elisabeth Pfaehler , Sergey Primakov , Andre Dekker , Johan Bussink , Alberto Traverso , René Monshouwer

Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics.

Frontiers in oncology

Avec: Simon A Keek , Manon Beuque , Sergey Primakov , Henry C Woodruff , Avishek Chatterjee , Janita E van Timmeren , Martin Vallières , Lizza E L Hendriks , Johannes Kraft , Nicolaus Andratschke , Steve E Braunstein , Olivier Morin , Philippe Lambin

Réseau de co-auteurs

Philippe Lambin 18 collaborations

Henry C Woodruff 13 collaborations

Abdalla Ibrahim 11 collaborations

Turkey Refaee 8 collaborations

Roland Hustinx 7 collaborations

Felix M Mottaghy 7 collaborations

Avishek Chatterjee 4 collaborations

Yousif Widaatalla 4 collaborations

Guangyao Wu 3 collaborations

Ralph T H Leijenaar 3 collaborations

S Primakov 3 collaborations

H C Woodruff 3 collaborations

P Lambin 3 collaborations

Renée W Y Granzier 3 collaborations

Sebastian Sanduleanu 3 collaborations

Andrew D A Maidment 3 collaborations

Cary Oberije 2 collaborations

Henry Woodruff 2 collaborations

Pierre Lovinfosse 2 collaborations

Simon A Keek 2 collaborations

Janita E van Timmeren 2 collaborations

S A Keek 2 collaborations

M Beuque 2 collaborations

G Wu 2 collaborations

A Ibrahim 2 collaborations

I Halilaj 2 collaborations

Marc B I Lobbes 2 collaborations

Martin Vallières 2 collaborations

Sean Walsh 2 collaborations

Olivier Morin 2 collaborations

Zohaib Salahuddin 2 collaborations

Yvonka van Wijk 2 collaborations

Akshayaa Vaidyanathan 2 collaborations

Alida A Postma 2 collaborations

Wim Vos 2 collaborations

Bruno Barufaldi 2 collaborations

Raymond J Acciavatti 2 collaborations

Joachim E Wildberger 2 collaborations

Pieter Kubben 1 collaboration

Ronald Henry 1 collaboration

Marcel J H Aries 1 collaboration

Martijn Beudel 1 collaboration

Peter G Noordzij 1 collaboration

Tom Dormans 1 collaboration

Niels C Gritters van den Oever 1 collaboration

Joop P van den Bergh 1 collaboration

Caroline E Wyers 1 collaboration

Suat Simsek 1 collaboration

Renée Douma 1 collaboration

Auke C Reidinga 1 collaboration

Martijn D de Kruif 1 collaboration

Julien Guiot 1 collaboration

Anne-Noelle Frix 1 collaboration

Renaud Louis 1 collaboration

Michel Moutschen 1 collaboration

Frederik W R Wesseling 1 collaboration

Irene H Nauta 1 collaboration

Thomas K Hoffmann 1 collaboration

Stefano Cavalieri 1 collaboration

Giuseppina Calareso 1 collaboration

Lisa Licitra 1 collaboration

Marco Ravanelli 1 collaboration

Kathrin Scheckenbach 1 collaboration

Tito Poli 1 collaboration

Davide Lanfranco 1 collaboration

Marije R Vergeer 1 collaboration

C René Leemans 1 collaboration

Ruud H Brakenhoff 1 collaboration

Frank J P Hoebers 1 collaboration

W Rogers 1 collaboration

E Lavrova 1 collaboration

C Yan 1 collaboration

S Sanduleanu 1 collaboration

H A Gietema 1 collaboration

R Casale 1 collaboration

M Occhipinti 1 collaboration

A Jochems 1 collaboration

T Refaee 1 collaboration

R Granzier 1 collaboration

Y Widaatalla 1 collaboration

R Hustinx 1 collaboration

F M Mottaghy 1 collaboration

Sanaz Samiei 1 collaboration

Regina G H Beets-Tan 1 collaboration

Thiemo J A van Nijnatten 1 collaboration

Sanne M E Engelen 1 collaboration

Marjolein L Smidt 1 collaboration

Michael J Trimpl 1 collaboration

Eleanor P J Stride 1 collaboration

Katherine A Vallis 1 collaboration

Mark J Gooding 1 collaboration

Mohsen Beheshti 1 collaboration

Simon Keek 1 collaboration

Alexander M A van der Wiel 1 collaboration

Relinde I Y Lieverse 1 collaboration

Damiënne Marcus 1 collaboration

Jan Theys 1 collaboration

Ala Yaromina 1 collaboration

Ludwig J Dubois 1 collaboration

R W Y Granzier 1 collaboration

A Zwanenburg 1 collaboration

S M E Engelen 1 collaboration

M B I Lobbes 1 collaboration

M L Smidt 1 collaboration

Iva Halilaj 1 collaboration

Nastaran Mohammadian Rad 1 collaboration

Prabash Galganebanduge 1 collaboration

Elizaveta Lavrova 1 collaboration

Anke Wind 1 collaboration

Marly F J A van der Lubbe 1 collaboration

Marc van Hoof 1 collaboration

Fadila Zerka 1 collaboration

Benjamin Miraglio 1 collaboration

Tjasse D Bruintjes 1 collaboration

Monique A L Bilderbeek 1 collaboration

Hammer Sebastiaan 1 collaboration

Patrick F M Dammeijer 1 collaboration

Vincent van Rompaey 1 collaboration

Seán Walsh 1 collaboration

Raymond van de Berg 1 collaboration

Shruti Atul Mali 1 collaboration

Vincent Andrearczyk 1 collaboration

Henning Müller 1 collaboration

Manon P L Beuque 1 collaboration

Michael Majer 1 collaboration

Corinne Balleyguier 1 collaboration

Flore Belmans 1 collaboration

Fabio Bottari 1 collaboration

Alexandre Jadoul 1 collaboration

Celine Derwael 1 collaboration

Fabian Hertel 1 collaboration

Helle D Zacho 1 collaboration

Mariaelena Occhipinti 1 collaboration

François-Xavier Hanin 1 collaboration

Pishtiwan H S Kalmet 1 collaboration

Arthur Jochems 1 collaboration

Luca V Hulst 1 collaboration

Martijn Poeze 1 collaboration

Maikel Verduin 1 collaboration

Inge Compter 1 collaboration

Sander M J van Kuijk 1 collaboration

Bram L T Ramaekers 1 collaboration

Maarten te Dorsthorst 1 collaboration

Elles G M Revenich 1 collaboration

Mark ter Laan 1 collaboration

Sjoert A H Pegge 1 collaboration

Frederick J A Meijer 1 collaboration

Jan Beckervordersandforth 1 collaboration

Ernst Jan Speel 1 collaboration

Benno Kusters 1 collaboration

Wendy W J de Leng 1 collaboration

Monique M Anten 1 collaboration

Martijn P G Broen 1 collaboration

Linda Ackermans 1 collaboration

Olaf E M G Schijns 1 collaboration

Onno Teernstra 1 collaboration

Koos Hovinga 1 collaboration

Marc A Vooijs 1 collaboration

Vivianne C G Tjan-Heijnen 1 collaboration

Danielle B P Eekers 1 collaboration

Ann Hoeben 1 collaboration

Razvan L Miclea 1 collaboration

Osman Öcal 1 collaboration

Matthias P Fabritius 1 collaboration

Michael Ingrisch 1 collaboration

Jens Ricke 1 collaboration

Max Seidensticker 1 collaboration

Ivan Zhovannik 1 collaboration

Dennis Bontempi 1 collaboration

Alessio Romita 1 collaboration

Elisabeth Pfaehler 1 collaboration

Andre Dekker 1 collaboration

Johan Bussink 1 collaboration

Alberto Traverso 1 collaboration

René Monshouwer 1 collaboration

Manon Beuque 1 collaboration

Lizza E L Hendriks 1 collaboration

Johannes Kraft 1 collaboration

Nicolaus Andratschke 1 collaboration

Steve E Braunstein 1 collaboration