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Serbia

USD 30 /hr

Research Professor focused on prognostic and predictive studies in oncology using MRI/CT Radiomics and data minining

Profile Summary

Forty publications in texture, fractal and radiomics analysis of medical imaging and histopathology. Highly experienced in machine learning data mining, statistics and writing up of scientific manuscripts. Proficient in the analysis of MRI or CT cohorts by use of the Pyradiomics platform.

Subject Matter Expertise

• ☆ Biostatistics
• ☆ Pure Mathematics
• ☆ Fractals
• ☆ Medical Imaging/Radiology
• ☆ Oncology
• ☆ Precision Medicine
• ☆ Magnetic Resonance Imaging (MRI)
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Fact Checking
• ☆ Literature Search
• ☆ Gap Analysis

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing, Translation

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Mining, Data Processing

Work Experience

Research Professor

Institut za onkologiju i radiologiju Srbije

December 2011 - Present

Senior Research Fellow

University College London

February 2009 - November 2011

Career Development Fellow

Imperial College London

February 2006 - February 2009

Principal Research Fellow

University College London

June 2003 - February 2006

Research Fellow

Max-Planck-Institut für experimentelle Medizin

June 1996 - June 2003

Education

Ph.D. (Immunology)

University of Belgrade

October 1992 - May 1996

Masters (Science)

Faculty of Pharmacy

June 1988 - February 1992

Pharmacist

School of Pharmacy

October 1983 - March 1988

Certifications

• PhD in Immunology

  School of Pharmacy

  May 1996 - Present

Publications

JOURNAL ARTICLE

Marko Radulovic, Mladen Marinkovic, Suzana Stojanovic-Rundic, Aleksandra Stanojevic, Aleksandar Tomasevic, Radmila Jankovic, Jerome Zoidakis, Sergi Castellví-Bel, Remond J. A. Fijneman, Milena Cavic (2024). Performance and Dimensionality of Pretreatment MRI Radiomics in Rectal Carcinoma Chemoradiotherapy Prediction . Journal of Clinical Medicine.

Marko Radulovic, Mladen Marinkovic, Suzana Stojanovic-Rundic, Aleksandra Stanojević, A. Tomasevic, Radmila Jankovic, Jerome Zoidakis, Sergi Castellvi-Bel, Remond Fijneman, Milena Cavic (2024). Performance and Dimensionality of Pretreatment MRI Radiomics in Rectal Carcinoma Chemoradiotherapy Prediction . Journal of Clinical Medicine.

Marko Radulovic, Daniel Peptenatu, Ion Andronache, Helmut Ahammer, Jennifer K. Costanza, Herbert F. Jelinek, Antonio Di Ieva, Kohei Koyama, Alexandra Grecu, Andreea Karina Gruia, et al. (2023). Correction to: A new fractal index to classify forest fragmentation and disorder . Landscape Ecology.

Marko Radulovic, Helmut Ahammer, Martin A. Reiss, Moritz Hackhofer, Ion Andronache, Fabián Labra-Spröhnle, Herbert Franz Jelinek(2023). ComsystanJ: A collection of Fiji/ImageJ2 plugins for nonlinear and complexity analysis in 1D, 2D and 3D . PLOS ONE. 18. (10). p. e0292217. Public Library of Science ({PLoS})

D. Peptenatu, I. D. Nedelcu, C. S. Pop, A. G. Simion, F. Furtunescu, M. Burcea, I. Andronache, M. Radulovic, H. F. Jelinek, H. Ahammer, et al. (2023). The Spatial‐Temporal Dimension of Oncological Prevalence and Mortality in Romania . GeoHealth.

Marko Radulovic, Daniel Peptenatu, Iulia Daniela Nedelcu, C. S. Pop, Adrian Gabriel Simion, Florentina Ligia Furtunescu, Marin Burcea, Ion Andronache, Herbert F Jelinek, Helmut Ahammer, et al.(2023). The Spatial‐Temporal Dimension of Oncological Prevalence and Mortality in Romania . GeoHealth. 7. (10). American Geophysical Union ({AGU})

Marko Radulovic, Daniel Peptenatu, Ion Andronache, Helmut Ahammer, Jennifer Costanza, Herbert F Jelinek, Antonio Di Ieva, Kohei KOYAMA, Alexandra Grecu, Andreea Karina Gruia, et al.(2023). A new fractal index to classify forest fragmentation and disorder . Landscape Ecology. 38. (6). p. 1373--1393. Springer Science and Business Media {LLC}

Marko Radulovic, Daniel Peptenatu, Ion Andronache, Helmut Ahammer, Jennifer K. Costanza, Herbert F. Jelinek, Antonio Di Ieva, Kohei Koyama, Alexandra Grecu, Andreea Karina Gruia, et al. (2023). A new fractal index to classify forest fragmentation and disorder . Landscape Ecology.

Marko Radulovic, Goran Jovan Djuricic, Helmut Ahammer, Stanislav Rajković, Jelena Djokić Kovač, Zorica Milošević, Jelena P. Sopta(2023). Directionally Sensitive Fractal Radiomics Compatible With Irregularly Shaped Magnetic Resonance Tumor Regions of Interest: Association With Osteosarcoma Chemoresistance . Journal of Magnetic Resonance Imaging. 57. (1). p. 248--258. Wiley

Marko Radulovic, Goran J. Djuričić, Helmut Ahammer, Stanislav Rajković, Jelena Djokić Kovač, Zorica Milošević, Jelena P. Sopta (2023). Directionally Sensitive Fractal Radiomics Compatible With Irregularly Shaped Magnetic Resonance Tumor Regions of Interest: Association With Osteosarcoma Chemoresistance . Journal of Magnetic Resonance Imaging.

Marko Radulovic, Goran Jovan Djuricic, Helmut Ahammer, Stanislav Rajković, Jelena Djokić Kovač, Zorica Milošević, Jelena P. Sopta(2023). Directionally Sensitive Fractal Radiomics Compatible With Irregularly Shaped Magnetic Resonance Tumor Regions of Interest: Association With Osteosarcoma Chemoresistance . Journal of Magnetic Resonance Imaging. 57. (1). p. 248--258. Wiley

Marko Radulovic, Jelena Milovanović, Nataša Todorović-Raković, Tijana Vujasinović, John Greenman, Vesna Mandušić(2022). Can granulysin provide prognostic value in primary breast cancer? . Pathology - Research and Practice. 237. p. 154039. Elsevier {BV}

Marko Radulovic, Herwin Speckter, Kire Trivodaliev, Velicko Vranes, Johanna Joaquin, Wenceslao Hernandez, Angel Mota, Jose Bido, Giancarlo Hernandez, Diones Rivera, et al.(2022). MRI radiomics in the prediction of the volumetric response in meningiomas after gamma knife radiosurgery . Journal of Neuro-Oncology. 159. (2). p. 281--291. Springer Science and Business Media {LLC}

Marko Radulovic, Herwin Speckter, Kire Trivodaliev, Velicko Vranes, Johanna Joaquin, Wenceslao Hernandez, Angel Mota, Jose Bido, Giancarlo Hernandez, Diones Rivera, et al.(2022). MRI radiomics in the prediction of the volumetric response in meningiomas after gamma knife radiosurgery . Journal of Neuro-Oncology. 159. (2). p. 281--291. Springer Science and Business Media {LLC}

Marko Radulovic, Herwin Speckter, Kire Trivodaliev, Velicko Vranes, Johanna Joaquin, Wenceslao Hernandez, Angel Mota, Jose Bido, Giancarlo Hernandez, Diones Rivera, et al. (2022). MRI radiomics in the prediction of the volumetric response in meningiomas after gamma knife radiosurgery . Journal of Neuro-Oncology.

Marko Radulovic, Goran Jovan Djuricic, Djordje Milojkovic, Jovana Mijucic, Sinisa Ducic, Bojan Bukva, Nina Rajovic, Petar Milcanovic, Natasa Milic(2022). The Magnetic Resonance Imaging Pattern of the Lesions Caused by Knee Overuse in the Pediatric Population . Medicina. 58. (8). p. 1107. {MDPI} {AG}

Marko Radulovic, Goran Djuricic, Djordje Milojkovic, Jovana Mijucic, Sinisa Ducic, Bojan Bukva, Nina Rajovic, Petar Milcanovic, Natasa Milic (2022). The Magnetic Resonance Imaging Pattern of the Lesions Caused by Knee Overuse in the Pediatric Population . Medicina.

Marko Radulovic, Goran Jovan Djuricic, Djordje Milojkovic, Jovana Mijucic, Sinisa Ducic, Bojan Bukva, Nina Rajovic, Petar Milcanovic, Natasa Milic (2022). The Magnetic Resonance Imaging Pattern of the Lesions Caused by Knee Overuse in the Pediatric Population . Medicina.

Marko Radulovic, Daniel Peptenatu, Ion Andronache, Helmut Ahammer, Richard Taylor, Ioannis Liritzis, Bogdan Ciobanu, Marin Burcea, Matjaz Perc, Tuan D. Pham, et al.(2022). Kolmogorov compression complexity may differentiate different schools of Orthodox iconography . Scientific Reports. 12. (1). Springer Science and Business Media {LLC}

Marko Radulovic, Daniel Peptenatu, Ion Andronache, Helmut Ahammer, Richard Taylor, Ioannis Liritzis, Bogdan Ciobanu, Marin Burcea, Matjaz Perc, Tuan D. Pham, et al.(2022). Kolmogorov compression complexity may differentiate different schools of Orthodox iconography . Scientific Reports. 12. (1). Springer Science and Business Media {LLC}

Marko Radulovic, Nataša Todorović-Raković, Jelena Milovanović, John Greenman(2022). The prognostic significance of serum interferon-gamma (IFN-γ) in hormonally dependent breast cancer . Cytokine. 152. p. 155836. Elsevier {BV}

Marko Radulovic, Nataša Todorović-Raković, Jelena Milovanović, John Greenman(2021). The significance of HOXB7 and IL17RB serum levels in prognosis of hormonally dependent breast cancer: A pilot study . Advances in Medical Sciences. 66. (2). p. 359--365. Elsevier {BV}

Marko Radulovic, Nataša Todorović-Raković, Jelena Milovanović, John Greenman (2021). The significance of HOXB7 and IL17RB serum levels in prognosis of hormonally dependent breast cancer: A pilot study . Advances in Medical Sciences.

Marko Radulovic, Goran Jovan Djuricic, Nemanja Rajkovic, Nebojsa Milosevic, Jelena Sopta, Igor Boric, Sinisa Ducic, Milan Apostolovic(2021). Computational analysis of MRIs predicts osteosarcoma chemoresponsiveness . Biomarkers in Medicine. 15. (12). p. 929--940. Future Medicine Ltd

Marko Radulovic, Goran Jovan Djuricic, Nemanja Rajkovic, Nebojsa Milosevic, Jelena Sopta, Igor Boric, Sinisa Ducic, Milan Apostolovic(2021). Computational analysis of MRIs predicts osteosarcoma chemoresponsiveness . Biomarkers in Medicine. 15. (12). p. 929--940. Future Medicine Ltd

Marko Radulovic, Goran J Djuričić, Nemanja Rajković, Nebojša Milošević, Jelena P Sopta, Igor Borić, Siniša Dučić, Milan Apostolović (2021). Computational analysis of MRIs predicts osteosarcoma chemoresponsiveness . Biomarkers in Medicine.

(2021). The significance of HOXB7 and IL17RB serum levels in prognosis of hormonally dependent breast cancer: A pilot study . Advances in medical sciences.

(2021). Computational analysis of MRIs predicts osteosarcoma chemoresponsiveness . Biomarkers in medicine.

(2021). Computational analysis of MRIs predicts osteosarcoma chemoresponsiveness . Biomarkers in medicine.

Marko Radulovic, Natasa Todorovic-Rakovic, Jelena Milovanović, Durosaro, Samuel Olutunde(2021). The prognostic value of cyclin D1 in breast cancer patients treated with hormonal therapy: A pilot study . Pathology - Research and Practice. 222. p. 153430. Elsevier {BV}

Marko Radulovic, Nataša Todorović-Raković, Jelena Milovanović, Samuel Olutunde Durosaro (2021). The prognostic value of cyclin D1 in breast cancer patients treated with hormonal therapy: A pilot study . Pathology - Research and Practice.

(2021). The prognostic value of cyclin D1 in breast cancer patients treated with hormonal therapy: A pilot study . Pathology, research and practice.

Marko Radulovic, Velicko Vranes, Tijana Vujasinović, Nemanja Rajković, Ksenija Kanjer, Nebojša T. Milošević (2020). Analysis of Spatial Distribution and Prognostic Value of Different Pan Cytokeratin Immunostaining Intensities in Breast Tumor Tissue Sections . International Journal of Molecular Sciences.

Marko Radulovic, Velicko Vranes Obradovic, Tijana Vujasinović, Nemanja Rajković, Ksenija Kanjer, Nebojša T. Milošević (2020). Analysis of Spatial Distribution and Prognostic Value of Different Pan Cytokeratin Immunostaining Intensities in Breast Tumor Tissue Sections . International Journal of Molecular Sciences.

Marko Radulovic, Ana-Maria Ciobotaru, Ion Andronache, Helmut Ahammer, Daniel Peptenatu, Radu-Daniel Pintilii, Cristian-Constantin Drăghici, Marian Marin, Donatella Carboni, Gavino Mariotti, et al. (2019). Application of Fractal and Gray-Level Co-Occurrence Matrix Indices to Assess the Forest Dynamics in the Curvature Carpathians—Romania . Sustainability.

Marko Radulovic, Ciobotaru Ana-Maria, Ion Andronache, Helmut Ahammer, Daniel Peptenatu, Radu-Daniel Pintilii, Cristian-Constantin Drăghici, Marian Marin, Donatella Carboni, Gavino Mariotti, et al. (2019). Application of Fractal and Gray-Level Co-Occurrence Matrix Indices to Assess the Forest Dynamics in the Curvature Carpathians—Romania . Sustainability.

Marko Radulovic, Velicko Vranes, Nemanja Rajković, Xingyu Li, Konstantinos N. Plataniotis, Nataša Todorović Raković, Jelena Milovanović, Ksenija Kanjer, Nebojša T. Milošević (2019). Size and Shape Filtering of Malignant Cell Clusters within Breast Tumors Identifies Scattered Individual Epithelial Cells as the Most Valuable Histomorphological Clue in the Prognosis of Distant Metastasis Risk . Cancers.

Marko Radulovic, Velicko Vranes Obradovic, Nemanja Rajković, Xingyu Li, Konstantinos N. Plataniotis, Natasa Todorovic-Rakovic, Jelena Milovanović, Ksenija Kanjer, Nebojša T. Milošević (2019). Size and Shape Filtering of Malignant Cell Clusters within Breast Tumors Identifies Scattered Individual Epithelial Cells as the Most Valuable Histomorphological Clue in the Prognosis of Distant Metastasis Risk . Cancers.

Marko Radulovic, Jelena Milovanović, Nataša Todorović-Raković (2019). Interleukin-6 and interleukin-8 serum levels in prognosis of hormone-dependent breast cancer . Cytokine.

Marko Radulovic, Ana-Maria Ciobotaru, Ion Andronache, Nilanjan Dey, Martina Petralli, Mohammad Reza Mansouri Daneshvar, Qianfeng Wang, Radu-Daniel Pintilii(2019). Temperature-Humidity Index described by fractal Higuchi Dimension affects tourism activity in the urban environment of Focşani City (Romania) . Theoretical and Applied Climatology. 136. (3-4). p. 1009--1019. Springer Science and Business Media {LLC}

Marko Radulovic, Ana-Maria Ciobotaru, Ion Andronache, Helmut Ahammer, Herbert F. Jelinek, Radu-Daniel Pintilii, Daniel Peptenatu, Cristian-Constantin Drăghici, Adrian-Gabriel Simion, Răzvan-Mihail Papuc, et al.(2019). Recent Deforestation Pattern Changes (2000–2017) in the Central Carpathians: A Gray-Level Co-Occurrence Matrix and Fractal Analysis Approach . Forests. 10. (4). p. 308. {MDPI} {AG}

Ciobotaru, A.-M., Andronache, I., Ahammer, H., Jelinek, H.F., Radulovic, M., Pintilii, R.-D., Peptenatu, D., Draghici, C.-C., Simion, A.-G., Papuc, R.-M., et al.(2019). Recent deforestation pattern changes (2000-2017) in the Central Carpathians: A gray-level co-occurrence matrix and fractal analysis approach . Forests. 10. (4).

Li, X., Radulovic, M., Kanjer, K., Plataniotis, K.N.(2019). Discriminative Pattern Mining for Breast Cancer Histopathology Image Classification via Fully Convolutional Autoencoder . IEEE Access. 7. p. 36433-36445.

Andronache, I., Marin, M., Fischer, R., Ahammer, H., Radulovic, M., Ciobotaru, A.-M., Jelinek, H.F., Di Ieva, A., Pintilii, R.-D., Drăghici, C.-C., et al.(2019). Dynamics of Forest Fragmentation and Connectivity Using Particle and Fractal Analysis . Scientific Reports. 9. (1).

Milovanović, J., Todorović-Raković, N., Radulovic, M.(2019). Interleukin-6 and interleukin-8 serum levels in prognosis of hormone-dependent breast cancer . Cytokine. 118. p. 93-98.

Ciobotaru, A.-M., Andronache, I., Dey, N., Petralli, M., Daneshvar, M.R.M., Wang, Q., Radulovic, M., Pintilii, R.-D.(2019). Temperature-Humidity Index described by fractal Higuchi Dimension affects tourism activity in the urban environment of Focşani City (Romania) . Theoretical and Applied Climatology. 136. (3-4). p. 1009-1019.

Vranes, V., Rajković, N., Li, X., Plataniotis, K.N., Raković, N.T., Milovanović, J., Kanjer, K., Radulovic, M., Milošević, N.T.(2019). Size and shape filtering of malignant cell clusters within breast tumors identifies scattered individual epithelial cells as the most valuable histomorphological clue in the prognosis of distant metastasis risk . Cancers. 11. (10).

Ciobotaru, A.-M., Andronache, I., Ahammer, H., Radulovic, M., Peptenatu, D., Pintilii, R.-D., Draghici, C.-C., Marin, M., Carboni, D., Mariotti, G., et al.(2019). Application of fractal and gray-level co-occurrence matrix indices to assess the forest dynamics in the curvature Carpathians-Romania . Sustainability (Switzerland). 11. (24).

Djuričić, G., Milošević, Z., Radović, T., Milčanović, N., Djukić, P., Radulovic, M., Sopta, J.(2018). Atypical localization of intraosseous angioleiomyoma in the rib of a pediatric patient: A case report . BMC Medical Imaging. 18. (1).

Djuričić, G.J., Vasiljević, J.S., Ristić, D.J., Kovačević, R.Z., Ristić, D.V., Milosević, N.T., Radulovic, M., Sopta, J.P.(2018). Prediction of chemotherapy response in primary osteosarcoma by use of the multifractal analysis of magnetic resonance images . Iranian Journal of Radiology. 15. (2).

KolareviĆ, D., VujasinoviĆ, T., Kanjer, K., MilovanoviĆ, J., TodoroviĆ-rakoviĆ, N., NikoliĆ-VukosavljeviĆ, D., Radulovic, M.(2018). Effects of different preprocessing algorithms on the prognostic value of breast tumour microscopic images . Journal of Microscopy. 270. (1). p. 17-26.

Pinto, G., Radulovic, M., Godovac-Zimmermann, J.(2018). Spatial perspectives in the redox code—Mass spectrometric proteomics studies of moonlighting proteins . Mass Spectrometry Reviews. 37. (1). p. 81-100.

Rajkovic, N., Li, X., Plataniotis, K.N., Kanjer, K., Radulovic, M., Miloševic, N.T.(2018). The Pan-Cytokeratin staining intensity and fractal computational analysis of breast tumor malignant growth patterns prognosticate the occurrence of distant metastasis . Frontiers in Oncology. 8. (AUG).

Todorović-Raković, N., Radulovic, M., Vujasinović, T., Milovanović, J., Nikolić-Vukosavljević, D.(2018). The time-dependent prognostic value of intratumoral cytokine expression profiles in a natural course of primary breast cancer with a long-term follow-up . Cytokine. 102. p. 12-17.

(2017). Assessment of Textural Differentiations in Forest Resources in Romania Using Fractal Analysis . Forests.

Andronache, I., Fensholt, R., Ahammer, H., Ciobotaru, A.-M., Pintilii, R.-D., Peptenatu, D., Draghici, C.-C., Diaconu, D.C., Radulović, M., Pulighe, G., et al.(2017). Assessment of textural differentiations in forest resources in Romania using fractal analysis . Forests. 8. (3).

Todorović-Raković, N., Radulovic, M., Vujasinović, T., Rabi, Z.A., Milovanović, J., Nikolić-Vukosavljević, D.(2017). BFGF in tumor tissue independently prognosticates disease outcome of a natural course of invasive breast cancer . Cancer Biomarkers. 20. (2). p. 151-158.

Djuričić, G.J., Radulovic, M., Sopta, J.P., Nikitović, M., Milošević, N.T.(2017). Fractal and gray level cooccurrence matrix computational analysis of primary osteosarcoma magnetic resonance images predicts the chemotherapy response . Frontiers in Oncology. 7. (OCT).

Todorović-Raković, N., Radulovic, M., Vujasinović, T., Milovanović, J., Nikolić-Vukosavljević, D.(2017). The prognostic time dependence of intra-tumoural IFNγ mRNA and protein in patients with breast cancer followed for 14 years after surgery and radiotherapy, without subsequent systemic therapy . European Cytokine Network. 28. (4). p. 151-156.

Marko Radulovic, Nemanja Rajković, Daniela Kolarević, Ksenija Kanjer, Nebojša T. Milošević, Dragica Nikolić-Vukosavljević (2016). Comparison of Monofractal, Multifractal and gray level Co-occurrence matrix algorithms in analysis of Breast tumor microscopic images for prognosis of distant metastasis risk . Biomedical Microdevices.

Rajković, N., Vujasinović, T., Kanjer, K., Milošević, N.T., Nikolić-Vukosavljević, D., Radulovic, M.(2016). Prognostic biomarker value of binary and grayscale breast tumor histopathology images . Biomarkers in Medicine. 10. (10). p. 1049-1059.

Radulovic, M., Baqader, N.O., Stoeber, K., Godovac-Zimmermann, J.(2016). Spatial cross-talk between oxidative stress and DNA replication in human fibroblasts . Journal of Proteome Research. 15. (6). p. 1907-1938.

Rajković, N., Kolarević, D., Kanjer, K., Milošević, N.T., Nikolić-Vukosavljević, D., Radulovic, M.(2016). Comparison of Monofractal, Multifractal and gray level Co-occurrence matrix algorithms in analysis of Breast tumor microscopic images for prognosis of distant metastasis risk . Biomedical Microdevices. 18. (5).

Kolarevic, D., Tomasevic, Z., Dzodic, R., Kanjer, K., Vukosavljevic, D.N., Radulovic, M.(2015). Early prognosis of metastasis risk in inflammatory breast cancer by texture analysis of tumour microscopic images . Biomedical Microdevices. 17. (5). p. 1-8.

Pribic, J., Vasiljevic, J., Kanjer, K., Konstantinovic, Z.N., Milosevic, N.T., Vukosavljevic, D.N., Radulovic, M.(2015). Fractal dimension and lacunarity of tumor microscopic images as prognostic indicators of clinical outcome in early breast cancer . Biomarkers in Medicine. 9. (12). p. 1279-1290.

Vujasinovic, T., Pribic, J., Kanjer, K., Milosevic, N.T., Tomasevic, Z., Milovanovic, Z., Nikolic-Vukosavljevic, D., Radulovic, M.(2015). Gray-Level Co-Occurrence Matrix Texture Analysis of Breast Tumor Images in Prognosis of Distant Metastasis Risk . Microscopy and Microanalysis. 21. (3). p. 646-654.

Vasiljevic, J., Pribic, J., Kanjer, K., Jonakowski, W., Sopta, J., Nikolic-Vukosavljevic, D., Radulovic, M.(2015). Multifractal analysis of tumour microscopic images in the prediction of breast cancer chemotherapy response . Biomedical Microdevices. 17. (5).

Baqader, N.O., Radulovic, M., Crawford, M., Stoeber, K., Godovac-Zimmermann, J.(2014). Nuclear cytoplasmic trafficking of proteins is a major response of human fibroblasts to oxidative stress . Journal of Proteome Research. 13. (10). p. 4398-4423.

Pinto, G., Alhaiek, A.A.M., Amadi, S., Qattan, A.T., Crawford, M., Radulovic, M., Godovac-Zimmermann, J.(2014). Systematic nucleo-cytoplasmic trafficking of proteins following exposure of MCF7 breast cancer cells to estradiol . Journal of Proteome Research. 13. (2). p. 1112-1127.

Qattan, A.T., Radulovic, M., Crawford, M., Godovac-Zimmermann, J.(2012). Spatial distribution of cellular function: The partitioning of proteins between mitochondria and the nucleus in MCF7 breast cancer cells . Journal of Proteome Research. 11. (12). p. 6080-6101.

Radulovic, M., Godovac-Zimmermann, J.(2011). Proteomic approaches to understanding the role of the cytoskeleton in host-defense mechanisms . Expert Review of Proteomics. 8. (1). p. 117-126.

Radulovic, M., Crane, E., Crawford, M., Godovac-Zimmermann, J., Yu, V.P.C.C.(2010). CKS proteins protect mitochondrial genome integrity by interacting with mitochondrial single-stranded DNA-binding protein . Molecular and Cellular Proteomics. 9. (1). p. 145-152.

Xu, P., Crawford, M., Way, M., Godovac-Zimmermann, J., Segal, A.W., Radulovic, M.(2009). Subproteome analysis of the neutrophil cytoskeleton . Proteomics. 9. (7). p. 2037-2049.

Clyne, M., Offman, J., Shanley, S., Virgo, J.D., Radulovic, M., Wang, Y., Ardern-Jones, A., Eeles, R., Hoffmann, E., Yu, V.P.C.C.(2009). The G67E mutation in hMLH1 is associated with an unusual presentation of Lynch syndrome . British Journal of Cancer. 100. (2). p. 376-380.

Todorovic, C., Radulovic, J., Jahn, O., Radulovic, M., Sherrin, T., Hippel, C., Spiess, J.(2007). Differential activation of CRF receptor subtypes removes stress-induced memory deficit and anxiety . European Journal of Neuroscience. 25. (11). p. 3385-3397.

Fischer, A., Radulovic, M., Schrick, C., Sananbenesi, F., Godovac-Zimmermann, J., Radulovic, J.(2007). Hippocampal Mek/Erk signaling mediates extinction of contextual freezing behavior . Neurobiology of Learning and Memory. 87. (1). p. 149-158.

Marks, D.J.B., Radulovic, M., McCartney, S., Bloom, S., Segal, A.W.(2007). Modified skin window technique for the extended characterisation of acute inflammation in humans . Inflammation Research. 56. (4). p. 168-174.

Morgan, C.P., Allen-Baume, V., Radulovic, M., Li, M., Skippen, A., Cockcroft, S.(2006). Differential expression of a C-terminal splice variant of phosphatidylinositol transfer protein β lacking the constitutive- phosphorylated Ser²⁶² that localizes to the Golgi compartment . Biochemical Journal. 398. (3). p. 411-421.

Xu, P., Roes, J., Segal, A.W., Radulovic, M.(2006). The role of grancalcin in adhesion of neutrophils . Cellular Immunology. 240. (2). p. 116-121.

Dimitrijević, L.A., Stojanović, M., Ćirić, B., Radulović, M., Stojanović, R., Popović, Z., Inić-Kanada, A., Živković, I.(2004). Expression of Y7 Cross-Reactive Idiotope on Human IgM Molecules . Immunological Investigations. 33. (1). p. 1-14.

Radulovic, M., Hippel, C., Spiess, J.(2003). Corticotropin-releasing factor (CRF) rapidly suppresses apoptosis by acting upstream of the activation of caspases . Journal of Neurochemistry. 84. (5). p. 1074-1085.

Eckart, K., Jahn, O., Radulovic, J., Radulovic, M., Blank, T., Stiedl, O., Brauns, O., Tezval, H., Zeyda, T., Spiess, J.(2002). Pharmacology and biology of corticotropin-releasing factor (CRF) receptors . Receptors and Channels. 8. (3-4). p. 163-177.

Radulovic, M., Spiess, J.(2001). Immunomodulatory role of the corticotropin-releasing factor . Archivum Immunologiae et Therapiae Experimentalis. 49. (1). p. 33-38.

Kishimoto, T., Radulovic, J., Radulovic, M., Lin, C.R., Schrick, C., Hooshmand, F., Hermanson, O., Rosenfeld, M.G., Spiess, J.(2000). Deletion of Crhr2 reveals an anxiolytic role for corticotropin-releasing hormone receptor-2 . Nature Genetics. 24. (4). p. 415-419.

Radulovic, M., Weber, C., Spiess, J.(2000). The effect of acute immobilization stress on the abundance of corticotropin-releasing factor receptor in lymphoid organs . Journal of Neuroimmunology. 103. (2). p. 153-164.

Radulovic, J., Blank, T., Eckart, K., Radulovic, M., Stiedl, O., Spiess, J.(1999). CRF and CRF receptors . Results and problems in cell differentiation. 26. p. 67-90.

Eckart, K., Radulovic, J., Radulovic, M., Jahn, O., Blank, T., Stiedl, O., Spiess, J.(1999). Actions of CRF and its analogs . Current Medicinal Chemistry. 6. (11). p. 1035-1053.

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PREPRINT

Mladen Marinković, Suzana Stojanović-Rundić, Aleksandra Stanojevic, Aleksandar Tomašević, Radmila Janković, Jerome Zoidakis, Sergi Castellví-Bel, Remond J.A. Fijneman, Milena Čavić, Marko Radulović (2023). Performance and Dimensionality of Pretreatment MRI Radiomics in Rectal Carcinoma Chemoradiotherapy Prediction .

Marko Radulovic, Goran J. Djuričić, Helmut Ahammer, Jelena P. Sopta, Jelena Djokić Kovač, Zorica Milošević, Milan Apostolović(2021). An Adapted One-dimensional Computational Approach for Irregular ROI Analysis Improves Osteosarcoma Classification . Research Square Platform {LLC}

Marko Radulovic, Ana-Maria Ciobotaru, Ion Andronache, Helmut Ahammer, Herbert Jelinek, Radu-Daniel Pintilii, Daniel Peptenatu, Cristian Constantin Draghici, Razvan-Mihail Papuc, Roxana-Andreea Radu, et al. (2018). Using Multitemporal Landsat ETM+ Imagery to Determine a Sustainable Exploitation Patterns of the Forest Resources in the Moldo-Transylvanian Carpathians - Romania .

CONFERENCE PAPER

Rajkovic, N., Radulovic, M., Stojadinovic, B., Vukosavljevic, D.N., Kranjer, K., Milosevic, N.T.(2017). Analysis of Histopathology Images by the Use of Monofractal and Multifractal Algorithms . Proceedings - 2017 21st International Conference on Control Systems and Computer, CSCS 2017. p. 350-355.

Rajkovic, N., Stojadinovic, B., Radulovic, M., Miloevic, N.T.(2015). Histological images of malignant breast tumor: Mono and multifractal analysis . Proceedings - 2015 20th International Conference on Control Systems and Computer Science, CSCS 2015. p. 531-538.

WORKING PAPER

Performance and Dimensionality of Pretreatment MRI Radiomics in Rectal Carcinoma Chemoradiotherapy Prediction .

Using Multitemporal Landsat ETM+ Imagery to Determine a Sustainable Exploitation Patterns of the Forest Resources in the Moldo-Transylvanian Carpathians - Romania .