Lisanne V Van Dijk, PhD - Publications

Affiliations: 
2014- Radiation Oncology University Medical Center Groningen, Groningen, Netherlands 
 2019-2021 Radiation Oncology MD Anderson Cancer Center, Houston, TX, United States 
Area:
Artificial Intelligence, Normal tissue toxicity, MAchine LEarning, PRediction modeling

45 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Hosseinian S, Hemmati M, Dede C, Salzillo TC, van Dijk LV, Mohamed ASR, Lai SY, Schaefer AJ, Fuller CD. Cluster-Based Toxicity Estimation of Osteoradionecrosis via Unsupervised Machine Learning: Moving Beyond Single Dose-Parameter Normal Tissue Complication Probability by Using Whole Dose-Volume Histograms for Cohort Risk Stratification. Medrxiv : the Preprint Server For Health Sciences. PMID 37034700 DOI: 10.1101/2023.03.24.23287710  0.708
2023 De Biase A, Sijtsema NM, van Dijk LV, Langendijk JA, van Ooijen PMA. Deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for predicted tumor probability in FDG PET and CT images. Physics in Medicine and Biology. 68. PMID 36749988 DOI: 10.1088/1361-6560/acb9cf  0.394
2023 Wang JH, Salama V, McCoy L, Dede C, Ajayi T, Moreno A, Mohamed ASR, Hutcheson KA, David Fuller C, van Dijk LV. Dysphagia and shortness-of-breath as markers for treatment failure and survival in oropharyngeal cancer after radiation. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 109465. PMID 36640945 DOI: 10.1016/j.radonc.2023.109465  0.762
2023 Li Y, Sijtsema NM, de Vette SPM, Steenbakkers RJHM, Zhang F, Noordzij W, Van den Bosch L, Langendijk JA, van Dijk LV. Validation of the F-FDG PET image biomarker model predicting late xerostomia after head and neck cancer radiotherapy. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 180: 109458. PMID 36608769 DOI: 10.1016/j.radonc.2022.109458  0.333
2022 van Dijk LV, Mohamed AS, Ahmed S, Nipu N, Marai GE, Wahid K, Sijtsema NM, Gunn B, Garden AS, Moreno A, Hope AJ, Langendijk JA, Fuller CD. Head and neck cancer predictive risk estimator to determine control and therapeutic outcomes of radiotherapy (HNC-PREDICTOR): development, international multi-institutional validation, and web implementation of clinic-ready model-based risk stratification for head and neck cancer. European Journal of Cancer (Oxford, England : 1990). 178: 150-161. PMID 36442460 DOI: 10.1016/j.ejca.2022.10.011  0.795
2022 Hemmati M, Barbon C, Mohamed ASR, van Dijk LV, Moreno AC, Gross ND, Goepfert RP, Lai SY, Hutcheson KA, Schaefer AJ, Fuller CD. Optimized decision support for selection of transoral robotic surgery or (chemo)radiation therapy based on posttreatment swallowing toxicity. Cancer Medicine. PMID 36229990 DOI: 10.1002/cam4.5253  0.57
2022 Taku N, Wahid KA, van Dijk LV, Sahlsten J, Jaskari J, Kaski K, Fuller CD, Naser MA. Auto-detection and segmentation of involved lymph nodes in HPV-associated oropharyngeal cancer using a convolutional deep learning neural network. Clinical and Translational Radiation Oncology. 36: 47-55. PMID 35782963 DOI: 10.1016/j.ctro.2022.06.007  0.7
2022 Mulder SL, Heukelom J, McDonald BA, Van Dijk L, Wahid KA, Sanders K, Salzillo TC, Hemmati M, Schaefer A, Fuller CD. MR-Guided Adaptive Radiotherapy for OAR Sparing in Head and Neck Cancers. Cancers. 14. PMID 35454816 DOI: 10.3390/cancers14081909  0.721
2022 Wahid KA, He R, Dede C, Mohamed ASR, Abdelaal MA, van Dijk LV, Fuller CD, Naser MA. Combining Tumor Segmentation Masks with PET/CT Images and Clinical Data in a Deep Learning Framework for Improved Prognostic Prediction in Head and Neck Squamous Cell Carcinoma. Head and Neck Tumor Segmentation and Outcome Prediction : Second Challenge, Hecktor 2021, Held in Conjunction With Miccai 2021, Strasbourg, France, September 27, 2021, Proceedings. Head and Neck Tumor Segmentation Challenge (2nd : 2021 .... 13209: 300-307. PMID 35399870 DOI: 10.1007/978-3-030-98253-9_28  0.794
2022 Naser MA, Wahid KA, van Dijk LV, He R, Abdelaal MA, Dede C, Mohamed ASR, Fuller CD. Head and Neck Cancer Primary Tumor Auto Segmentation Using Model Ensembling of Deep Learning in PET/CT Images. Head and Neck Tumor Segmentation and Outcome Prediction : Second Challenge, Hecktor 2021, Held in Conjunction With Miccai 2021, Strasbourg, France, September 27, 2021, Proceedings. Head and Neck Tumor Segmentation Challenge (2nd : 2021 .... 13209: 121-132. PMID 35399869 DOI: 10.1007/978-3-030-98253-9_11  0.782
2022 Naser MA, Wahid KA, Mohamed ASR, Abdelaal MA, He R, Dede C, van Dijk LV, Fuller CD. Progression Free Survival Prediction for Head and Neck Cancer Using Deep Learning Based on Clinical and PET/CT Imaging Data. Head and Neck Tumor Segmentation and Outcome Prediction : Second Challenge, Hecktor 2021, Held in Conjunction With Miccai 2021, Strasbourg, France, September 27, 2021, Proceedings. Head and Neck Tumor Segmentation Challenge (2nd : 2021 .... 13209: 287-299. PMID 35399868 DOI: 10.1007/978-3-030-98253-9_27  0.788
2022 van Dijk LV, Frank SJ, Yuan Y, Gunn B, Moreno AC, Mohamed ASR, Preston KE, Qing Y, Spiotto MT, Morrison WH, Lee A, Phan J, Garden AS, Rosenthal DI, Langendijk JA, et al. Proton Image-guided Radiation Assignment for Therapeutic Escalation via Selection of locally advanced head and neck cancer patients [PIRATES]: A Phase I safety and feasibility trial of MRI-guided adaptive particle radiotherapy. Clinical and Translational Radiation Oncology. 32: 35-40. PMID 34841093 DOI: 10.1016/j.ctro.2021.11.003  0.674
2022 Wahid KA, Ahmed S, He R, van Dijk LV, Teuwen J, McDonald BA, Salama V, Mohamed ASR, Salzillo T, Dede C, Taku N, Lai SY, Fuller CD, Naser MA. Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry. Clinical and Translational Radiation Oncology. 32: 6-14. PMID 34765748 DOI: 10.1016/j.ctro.2021.10.003  0.74
2021 Wahid KA, He R, McDonald BA, Anderson BM, Salzillo T, Mulder S, Wang J, Sharafi CS, McCoy LA, Naser MA, Ahmed S, Sanders KL, Mohamed ASR, Ding Y, Wang J, ... ... van Dijk LV, et al. Intensity standardization methods in magnetic resonance imaging of head and neck cancer. Physics and Imaging in Radiation Oncology. 20: 88-93. PMID 34849414 DOI: 10.1016/j.phro.2021.11.001  0.748
2021 Salzillo TC, Taku N, Wahid KA, McDonald BA, Wang J, van Dijk LV, Rigert JM, Mohamed ASR, Wang J, Lai SY, Fuller CD. Advances in Imaging for HPV-Related Oropharyngeal Cancer: Applications to Radiation Oncology. Seminars in Radiation Oncology. 31: 371-388. PMID 34455992 DOI: 10.1016/j.semradonc.2021.05.001  0.762
2021 Stieb S, Lee A, van Dijk LV, Frank S, Fuller CD, Blanchard P. NTCP Modeling of Late Effects for Head and Neck Cancer: A Systematic Review. International Journal of Particle Therapy. 8: 95-107. PMID 34285939 DOI: 10.14338/20-00092  0.66
2021 Wentzel A, Luciani T, van Dijk LV, Taku N, Elgohari B, Mohamed ASR, Canahuate G, Fuller CD, Vock DM, Elisabeta Marai G. Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 34126138 DOI: 10.1016/j.radonc.2021.06.016  0.656
2021 van Dijk LV, Abusaif AA, Rigert J, Naser MA, Hutcheson KA, Lai SY, Fuller CD, Mohamed ASR. Normal Tissue Complication Probability (NTCP) prediction model for osteoradionecrosis of the mandible in head and neck cancer patients following radiotherapy: Large-scale observational cohort. International Journal of Radiation Oncology, Biology, Physics. PMID 33965514 DOI: 10.1016/j.ijrobp.2021.04.042  0.516
2021 Wang JH, Wahid KA, van Dijk LV, Farahani K, Thompson RF, Fuller CD. Radiomic biomarkers of tumor immune biology and immunotherapy response. Clinical and Translational Radiation Oncology. 28: 97-115. PMID 33937530 DOI: 10.1016/j.ctro.2021.03.006  0.735
2021 van Dijk LV, Fuller CD. Artificial Intelligence and Radiomics in Head and Neck Cancer Care: Opportunities, Mechanics, and Challenges. American Society of Clinical Oncology Educational Book. American Society of Clinical Oncology. Annual Meeting. 41: 1-11. PMID 33929877 DOI: 10.1200/EDBK_320951  0.51
2021 van Dijk LV, Mohamed ASR, Ferrarotto R, McCoy LA, Sharafi CS, Jones E, Steele K, Moreno AC, Lai SY, Garden AS, Myers JN, Rosenthal DI, Fuller CD, Hutcheson KA. The impact of induction and/or concurrent chemoradiotherapy on acute and late patient-reported symptoms in oropharyngeal cancer: Application of a mixed-model analysis of a prospective observational cohort registry. Cancer. PMID 33788956 DOI: 10.1002/cncr.33501  0.649
2021 Naser MA, van Dijk LV, He R, Wahid KA, Fuller CD. Tumor Segmentation in Patients with Head and Neck Cancers Using Deep Learning Based-on Multi-modality PET/CT Images. Head and Neck Tumor Segmentation : First Challenge, Hecktor 2020, Held in Conjunction With Miccai 2020, Lima, Peru, October 4, 2020, Proceedings. 12603: 85-98. PMID 33724743 DOI: 10.1007/978-3-030-67194-5_10  0.76
2020 Stieb S, Mohamed ASR, He R, Zhu LL, McDonald BA, Wahid K, van Dijk LV, Ventura J, Ahmed S, McCoy L, Deshpande TS, Grant S, Reddy JP, Phan J, Garden AS, et al. Development and Validation of a Contouring Guideline for the Taste Bud Bearing Tongue Mucosa. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 33217499 DOI: 10.1016/j.radonc.2020.11.012  0.724
2020 Liu W, Qdaisat A, Zhou S, Fuller CD, Ferrarotto R, Guo M, Lai SY, Cardoso R, Mohamed ASR, Lopez G, Narayanan S, van Dijk LV, Cohen L, Bruera E, Yeung SJ, et al. Hypomagnesemia and incidence of osteoradionecrosis in patients with head and neck cancers. Head & Neck. PMID 33094893 DOI: 10.1002/hed.26510  0.471
2020 Fuller CD, van Dijk LV, Thompson RF, Scott JG, Ludmir EB, Thomas CR. Meeting the Challenge of Scientific Dissemination in the Era of COVID-19: Toward a Modular Approach to Knowledge-Sharing for Radiation Oncology. International Journal of Radiation Oncology, Biology, Physics. 108: 496-505. PMID 32890543 DOI: 10.1016/J.Ijrobp.2020.06.066  0.597
2020 Beukema JC, Kawaguchi Y, Sijtsema NM, Zhai TT, Langendijk JA, van Dijk LV, van Luijk P, Teshima T, Muijs CT. Can we safely reduce the radiation dose to the heart while compromising the dose to the lungs in oesophageal cancer patients? Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 32445862 DOI: 10.1016/J.Radonc.2020.05.033  0.437
2020 Wentzel A, Hanula P, van Dijk LV, Elgohari B, S R Mohamed A, Cardenas CE, Fuller CD, Vock DM, Canahuate G, Elisabeta Marai G. Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 32422303 DOI: 10.1016/J.Radonc.2020.05.023  0.732
2020 Zhai TT, Langendijk JA, van Dijk LV, van der Schaaf A, Sommers L, Vemer-van den Hoek JGM, Bijl HP, Halmos GB, Witjes MJH, Oosting SF, Noordzij W, Sijtsema NM, Steenbakkers RJHM. Pre-treatment radiomic features predict individual lymph node failure for head and neck cancer patients. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 146: 58-65. PMID 32114267 DOI: 10.1016/J.Radonc.2020.02.005  0.455
2020 Stieb S, Kiser K, van Dijk L, Livingstone NR, Elhalawani H, Elgohari B, McDonald B, Ventura J, Mohamed ASR, Fuller CD. Imaging for Response Assessment in Radiation Oncology: Current and Emerging Techniques. Hematology/Oncology Clinics of North America. 34: 293-306. PMID 31739950 DOI: 10.1016/J.Hoc.2019.09.010  0.739
2019 van Dijk LV, Van den Bosch L, Aljabar P, Peressutti D, Both S, J H M Steenbakkers R, Langendijk JA, Gooding MJ, Brouwer CL. Improving automatic delineation for head and neck organs at risk by Deep Learning Contouring. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 31653573 DOI: 10.1016/J.Radonc.2019.09.022  0.493
2019 van Dijk LV, Langendijk JA, Zhai TT, Vedelaar TA, Noordzij W, Steenbakkers RJHM, Sijtsema NM. Delta-radiomics features during radiotherapy improve the prediction of late xerostomia. Scientific Reports. 9: 12483. PMID 31462719 DOI: 10.1038/S41598-019-48184-3  0.452
2019 Zhai TT, Langendijk JA, van Dijk LV, Halmos GB, Witjes MJH, Oosting SF, Noordzij W, Sijtsema NM, Steenbakkers RJHM. The prognostic value of CT-based image-biomarkers for head and neck cancer patients treated with definitive (chemo-)radiation. Oral Oncology. 95: 178-186. PMID 31345388 DOI: 10.1016/J.Oraloncology.2019.06.020  0.548
2019 van den Bogaard VAB, van Dijk LV, Vliegenthart R, Sijtsema NM, Langendijk JA, Maduro JH, Crijns APG. Development and evaluation of an auto-segmentation tool for the left anterior descending coronary artery of breast cancer patients based on anatomical landmarks. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 136: 15-20. PMID 31015118 DOI: 10.1016/J.Radonc.2019.03.013  0.409
2018 Schaake W, van der Schaaf A, van Dijk LV, van den Bergh ACM, Langendijk JA. Development of a prediction model for late urinary incontinence, hematuria, pain and voiding frequency among irradiated prostate cancer patients. Plos One. 13: e0197757. PMID 30016325 DOI: 10.1371/Journal.Pone.0197757  0.396
2018 van Dijk LV, Thor M, Steenbakkers RJHM, Apte A, Zhai TT, Borra R, Noordzij W, Estilo C, Lee N, Langendijk JA, Deasy JO, Sijtsema NM. Parotid gland fat related Magnetic Resonance image biomarkers improve prediction of late radiation-induced xerostomia. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 29958772 DOI: 10.1016/J.Radonc.2018.06.012  0.485
2018 van Dijk LV, Noordzij W, Brouwer CL, Boellaard R, Burgerhof JGM, Langendijk JA, Sijtsema NM, Steenbakkers RJHM. F-FDG PET image biomarkers improve prediction of late radiation-induced xerostomia. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 126: 89-95. PMID 28951007 DOI: 10.1016/J.Radonc.2017.08.024  0.478
2017 van Dijk LV, Brouwer CL, van der Laan HP, Burgerhof JGM, Langendijk JA, Steenbakkers RJHM, Sijtsema NM. Geometric Image Biomarker Changes of the Parotid Gland Are Associated With Late Xerostomia. International Journal of Radiation Oncology, Biology, Physics. 99: 1101-1110. PMID 28939226 DOI: 10.1016/J.Ijrobp.2017.08.003  0.468
2017 Zhai TT, van Dijk LV, Huang BT, Lin ZX, Ribeiro CO, Brouwer CL, Oosting SF, Halmos GB, Witjes MJH, Langendijk JA, Steenbakkers RJHM, Sijtsema NM. Improving the prediction of overall survival for head and neck cancer patients using image biomarkers in combination with clinical parameters. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 28764926 DOI: 10.1016/J.Radonc.2017.07.013  0.545
2017 van den Bogaard VA, Ta BD, van der Schaaf A, Bouma AB, Middag AM, Bantema-Joppe EJ, van Dijk LV, van Dijk-Peters FB, Marteijn LA, de Bock GH, Burgerhof JG, Gietema JA, Langendijk JA, Maduro JH, Crijns AP. Validation and Modification of a Prediction Model for Acute Cardiac Events in Patients With Breast Cancer Treated With Radiotherapy Based on Three-Dimensional Dose Distributions to Cardiac Substructures. Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology. 35: 1171-1178. PMID 28095159 DOI: 10.1200/Jco.2016.69.8480  0.42
2017 van Dijk LV, Langendijk JA, Sijtsema NM, Steenbakkers RJHM. Reply letter to "Texture analysis of parotid gland as a predictive factor of radiation induced xerostomia: A subset analysis". Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 122: 322. PMID 27894600 DOI: 10.1016/J.Radonc.2016.11.002  0.399
2016 Inoue T, Widder J, van Dijk LV, Takegawa H, Koizumi M, Takashina M, Usui K, Kurokawa C, Sugimoto S, Saito AI, Sasai K, Van't Veld AA, Langendijk JA, Korevaar EW. Limited Impact of Setup and Range Uncertainties, Breathing Motion, and Interplay Effects in Robustly Optimized Intensity Modulated Proton Therapy for Stage III Non-small Cell Lung Cancer. International Journal of Radiation Oncology, Biology, Physics. 96: 661-9. PMID 27681763 DOI: 10.1016/J.Ijrobp.2016.06.2454  0.381
2016 van Dijk LV, Brouwer CL, van der Schaaf A, Burgerhof JG, Beukinga RJ, Langendijk JA, Sijtsema NM, Steenbakkers RJ. CT image biomarkers to improve patient-specific prediction of radiation-induced xerostomia and sticky saliva. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 27459902 DOI: 10.1016/J.Radonc.2016.07.007  0.51
2016 Brouwer CL, Steenbakkers RJ, van der Schaaf A, Sopacua CT, van Dijk LV, Kierkels RG, Bijl HP, Burgerhof JG, Langendijk JA, Sijtsema NM. Selection of head and neck cancer patients for adaptive radiotherapy to decrease xerostomia. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 27345591 DOI: 10.1016/J.Radonc.2016.05.025  0.495
2016 Schaake W, van der Schaaf A, van Dijk LV, Bongaerts AH, van den Bergh AC, Langendijk JA. Normal tissue complication probability (NTCP) models for late rectal bleeding, stool frequency and fecal incontinence after radiotherapy in prostate cancer patients. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 27157889 DOI: 10.1016/J.Radonc.2016.04.005  0.403
2016 van Dijk LV, Steenbakkers RJ, Ten Haken B, van der Laan HP, van 't Veld AA, Langendijk JA, Korevaar EW. Robust Intensity Modulated Proton Therapy (IMPT) Increases Estimated Clinical Benefit in Head and Neck Cancer Patients. Plos One. 11: e0152477. PMID 27030987 DOI: 10.1371/Journal.Pone.0152477  0.485
Show low-probability matches.