Publications and patents are also listed on Google Scholar
If you have difficulty obtaining any of the papers listed here, email Jake.
Personalizing chemotherapy drug selection using a novel transcriptomic chemogram Preprint: https://www.biorxiv.org/content/10.1101/2024.12.17.628754v1 |
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Maintaining, masking, and mimicking selection: the interplay of cell-intrinsic and cell-extrinsic effects upon eco-evolutionary dynamics Preprint: https://www.biorxiv.org/content/10.1101/2023.03.15.532871v2 |
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A low-footprint, fluorescence-based bacterial time-kill assay for estimating dose-dependent cell death dynamics Preprint: https://www.biorxiv.org/content/10.1101/2024.03.08.584154v3 |
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Evolution under vancomycin selection drives divergent collateral sensitivity patterns in Staphylococcus aureus Preprint: https://www.biorxiv.org/content/10.1101/2023.11.30.569373v3 |
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A clinicogenomic model including GARD predicts outcome for radiation treated patients with HPV+ oropharyngeal squamous cell carcinoma Preprint: https://www.medrxiv.org/content/10.1101/2023.09.14.23295538v1 |
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Fitness seascapes facilitate the prediction of therapy resistance under time-varying selection Preprint: https://www.biorxiv.org/content/10.1101/2022.06.10.495696.abstract |
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TP53 mutations in endometrial cancer contribute to clinically-relevant radiation resistance and highlight the potential for biomarker-driven radiosensitization strategies Preprint: https://www.biorxiv.org/content/10.1101/2022.09.06.505009v2 |
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Range expansion shifts clonal interference patterns in evolving populations Preprint: https://www.biorxiv.org/content/10.1101/794867v2 |
Optimal timing of organs-at-risk-sparing adaptive radiation therapy for head-and-neck cancer under re-planning resource constraints. Physics and Imaging in Radiation Oncology |
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Gene signatures and oncology treatment implications. Hematology/Oncology Clinics |
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Alamar Blue assay optimization to minimize drug interference and inter-assay viability. MethodsX |
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Quantitative evaluation of DNA damage repair dynamics to elucidate predictors of autism vs. cancer in individuals with germline PTEN variants. PLOS Computational Biology |
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An LLM-based framework for zero-shot de-identifying flexible text data in protected health information enabling potential risk-informed patient safety. International Journal of Radiation Oncology, Biology, Physics |
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Spatially fractionated radiotherapy (SFRT) for large tumors: A single institutional experience of dosimetry and clinical outcomes. International Journal of Radiation Oncology, Biology, Physics |
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Matched cohort analysis of ultra-hypofractionated preoperative radiation therapy vs. standard fractionation for soft tissue sarcoma. International Journal of Radiation Oncology, Biology, Physics |
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Temporally corrected dose accumulation: Standardizing analysis and documentation of re-irradiation. International Journal of Radiation Oncology, Biology, Physics |
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Stereotactic body radiation therapy (SBRT) for metastatic osteosarcoma: Local control outcomes with local failure dosimetric analysis. International Journal of Radiation Oncology, Biology, Physics |
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Meta-analysis of 5-fraction preoperative radiotherapy for soft tissue sarcoma. American Journal of Clinical Oncology |
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Cell-cell fusion in cancer: The next cancer hallmark? The International Journal of Biochemistry & Cell Biology |
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Threshold-awareness in adaptive cancer therapy PLOS Computational Biology |
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Habitat escalated adaptive therapy (HEAT): A phase 2 trial utilizing radiomic habitat-directed and genomic-adjusted radiation dose (GARD) optimization for high-grade soft tissue sarcoma BMC Cancer |
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Frequency-dependent ecological interactions increase the prevalence and shape the distribution of pre-existing drug resistance PRX Life Preprint: https://www.biorxiv.org/content/10.1101/2023.03.16.533001v1 |
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Diverse mutant selection windows shape spatial heterogeneity in evolving populations PLOS Computational Biology Preprint: https://www.biorxiv.org/content/10.1101/2023.03.09.531899v3 |
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Reinforcement Learning informs optimal treatment strategies to limit antibiotic resistance PNAS Preprint: https://www.biorxiv.org/content/10.1101/2023.01.12.523765v1 |
Radio-immune response modelling for spatially fractionated radiotherapy Physics in Medicine & Biology |
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Towards Data Driven RT Prescription: Integrating Genomics into RT Clinical Practice Seminars in Radiation Oncology |
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Graph 'texture' features as novel metrics that can summarize complex biological graphs Physics in Medicine & Biology Preprint: https://www.biorxiv.org/content/10.1101/2022.11.21.517417v2 |
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Clinical Nomogram Using Novel Computed Tomography–Based Radiomics Predicts Survival in Patients With Non–Small-Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy JCO Clinical Cancer Informatics Preprint: https://www.medrxiv.org/content/10.1101/2022.06.21.22276718v1 |
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Molecular patterns identify distinct subclasses of myeloid neoplasia Nature Communications |
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Exploiting convergent evolution to derive a pan-cancer cisplatin sensitivity gene expression signature NPJ Precision Oncology Preprint: https://www.medrxiv.org/content/10.1101/2021.11.10.21265799v1 |
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Evolution-Informed Strategies for Combating Drug Resistance in Cancer International Journal of Molecular Sciences |
Translation of Precision Medicine Research Into Biomarker-Informed Care in Radiation Oncology Seminars in Radiation Oncology |
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Network potential identifies therapeutic miRNA cocktails in Ewings Sarcoma Plos Computational Biology Preprint: https://www.biorxiv.org/content/10.1101/854695v1 |
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Modeling of collaterally sensitive drug cycles, and optimization of the drug effect in the spirit of adaptive therapy Journal of Mathematical Biology Preprint: https://www.biorxiv.org/content/10.1101/2020.07.02.184952v1 |
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Persistent Homology of Tumor CT Scans Predicts Survival In Lung Cancer Medical Physics Preprint: https://www.medrxiv.org/content/10.1101/2020.12.06.20244863v1 |
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GARD is a pan-cancer predictor of clinical outcome in radiation treated patients Lancet Oncology Preprint: https://www.medrxiv.org/content/10.1101/2020.12.19.20248484v1 |
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Revisiting a null hypothesis: Exploring the parameters of oligometastasis treatment International Journal of Radiation Oncology*Biology*Physics Preprint: https://www.medrxiv.org/content/10.1101/2020.08.10.20172098v1 |
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In vivo assessment of the safety of standard fractionation temporally feathered radiation therapy (TFRT) for head and neck squamous cell carcinoma: An R-IDEAL stage I/2a first-in-humans/feasibility demonstration of new technology implementation Radiotherapy and Oncology Preprint: https://www.medrxiv.org/content/10.1101/2021.01.05.21249232v1 |
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UV decontamination of personal protective equipment with idle laboratory biosafety cabinets during the COVID-19 pandemic Plos One Preprint: https://www.medrxiv.org/content/10.1101/2020.03.25.20043489v2 |
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UV-C Tower for point-of-care decontamination of filtering facepiece respirators American Journal of Infection Control Preprint: https://www.medrxiv.org/content/10.1101/2020.03.25.20043489v2 |
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Benchmarking R packages for Calculation of Persistent Homology The R journal |
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Machine Learning Integrates Genomic Signatures for Subclassification beyond Primary and Secondary Acute Myeloid Leukemia Blood |
Technical Note: A step-by-step guide to temporally feathered radiation therapy planning for head and neck cancer Journal of Applied Clinical Medical Physics |
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Personalizing Radiotherapy Prescription Dose Using Genomic Markers of Radiosensitivity and Normal Tissue Toxicity in Non-Small Cell Lung Cancer Journal of Thoracic Oncology Preprint: https://www.medrxiv.org/content/10.1101/2020.01.09.20017046v2 |
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Machine learning demonstrates that somatic mutations imprint invariant morphologic features in myelodysplastic features Blood |
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Evidence for hypoxia increasing the tempo of evolution in glioblastoma British Journal of Cancer Preprint: https://www.biorxiv.org/content/10.1101/293712 |
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Controlling the speed and trajectory of evolution with counterdiabatic driving Nature Physics Preprint: https://www.biorxiv.org/content/10.1101/867143v1 |
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Identifying states of collateral sensitivity during the evolution of therapeutic resistance in Ewing’s sarcoma iScience Preprint: https://www.biorxiv.org/content/10.1101/2020.02.11.943936v2 |
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Early Outcomes of Preoperative 5-fraction Radiation Therapy for Soft Tissue Sarcoma Followed by Immediate Surgical Resection Advances in Radiation Oncology Preprint: https://www.medrxiv.org/content/10.1101/2020.03.20.20038885v1.full |
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Resistance to ALK targeting therapies as a gradual Darwinian adaptation to inhibitor specific selective pressures. Nature Communications Preprint: https://www.biorxiv.org/content/10.1101/504837v2 |
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Optimizing adaptive cancer therapy: dynamic programming and evolutionary game theory. Proceedings of the Royal Society, B Preprint: https://www.biorxiv.org/content/10.1101/491829v1.full |
Inferring Tumour Proliferative Organisation from Phylogenetic Tree Measures in a Computational Model. Systematic Biology Preprint: https://www.biorxiv.org/content/10.1101/334946v2 |
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Utilizing the genomically adjusted radiation dose (GARD) to personalize adjuvant radiotherapy in triple negative breast cancer management. EBioMedicine Preprint: https://www.biorxiv.org/content/10.1101/334946v2 |
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The 2019 Mathematical Oncology Roadmap. Physical Biology |
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Guidelines for using sigQC for systematic evaluation of gene signatures. Nature Protocols |
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Nature Ecology and Evolution Preprint: https://www.biorxiv.org/content/early/2018/08/07/179259 |
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Nature Communications Preprint: https://www.biorxiv.org/content/10.1101/185892v4 |
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Current Stem Cell Reports Preprint: https://www.biorxiv.org/content/10.1101/169615v2 |
eLife Preprint: https://www.biorxiv.org/content/10.1101/144139v1 |
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American Journal of Neuroradiology |
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American Journal of Clinical Oncology |
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Practical Radiation Oncology |
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Brachytherapy |
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Physical Review E |
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Biochimica et Biophysica Acta (BBA)-Reviews on Cancer |
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British Journal of Cancer Preprint: https://www.biorxiv.org/content/10.1101/067488v1 |
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Journal of contemporary brachytherapy |
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Cancer Research |
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International Journal of Radiation Oncology*Biology*Physics |
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Scientific Reports |
Oral oncology |
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2016 IEEE International Conference on Systems, Man, and Cybernetics |
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Oncotarget |
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Brachytherapy |
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Cancer Research |
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Proceedings of the SPIE, Medical Imaging |
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Proceedings of the SPIE, Medical Imaging |
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PLoS Computational Biology |
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The Lancet Oncology |
PLoS Computational Biology |
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Proceedings of the Royal Society: Interface |
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Breast cancer research and treatment |
Clinical and experimental metastasis |
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European Journal of Cancer |
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Neuro Oncology |
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PLoS Computational Biology |
Journal of Theoretical Biology |
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Proceedings of the Royal Society: Interface |
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Surgical Neurology International |
Nature Reviews Cancer |
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Cancer |
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Immunotherapy |
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The Lancet Oncology |
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British Journal of Cancer |
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International Journal of Radiation Oncology*Biology*Physics |
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Neuro Oncology |
Physical Biology |
Teaching and Learning in Medicine |
Medical Physics |
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Journal of Oral and Maxillofacial Surgery |
Journal of Knee Surgery |
Journal of anatomy (2007) |