M. Jacobs

发表

Dynamic contrast-enhanced MRI of the breast: quantitative method for kinetic curve type assessment.

D. Bluemke, R. E. El Khouli, K. Macura, 2009, AJR. American journal of roentgenology.

Registration and warping of magnetic resonance images to histological sections.

D. Peck, M. Jacobs, R. Knight, 1999, Medical physics.

Diffusion- and Perfusion-Weighted Magnetic Resonance Imaging of the Brain Before and After Coronary Artery Bypass Grafting Surgery

A. Hillis, G. Mckhann, M. Jacobs, 2002, Stroke.

Multiparametric iterative self-organizing MR imaging data analysis technique for assessment of tissue viability in acute cerebral ischemia.

M. Chopp, M. Jacobs, J. Ewing, 2004, AJNR. American journal of neuroradiology.

Diffusion-weighted Imaging Improves the Diagnostic Accuracy of Conventional 3.0-T

David A. Bluemke, Katarzyna J. Macura, Michael A. Jacobs, 2010 .

Radiomics: a new application from established techniques

Vishwa Parekh, Michael A Jacobs, M. Jacobs, 2016, Expert review of precision medicine and drug development.

Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI

Michael A Jacobs, Vishwa S Parekh, M. Jacobs, 2017, npj Breast Cancer.

Multiparametric and Multinuclear Magnetic Resonance Imaging of Human Breast Cancer: Current Applications

D. Bluemke, P. Argani, M. Jacobs, 2004, Technology in cancer research & treatment.

Radiomic features of the pancreas on CT imaging accurately differentiate functional abdominal pain, recurrent acute pancreatitis, and chronic pancreatitis.

Vikesh K. Singh, A. Zaheer, M. Jacobs, 2019, European journal of radiology.

Distinguishing True Progression From Radionecrosis After Stereotactic Radiation Therapy for Brain Metastases With Machine Learning and Radiomics.

P. Huang, Junghoon Lee, M. Jacobs, 2018, International journal of radiation oncology, biology, physics.

A model to predict the histopathology of human stroke using diffusion and T2-weighted magnetic resonance imaging.

P. Booker, K. Welch, S. Levine, 1995, Stroke.

Re-examining the brain regions crucial for orchestrating speech articulation.

A. Hillis, M. Jacobs, P. Barker, 2004, Brain : a journal of neurology.

Choline metabolism in cancer: implications for diagnosis and therapy

M. Jacobs, Z. Bhujwalla, K. Glunde, 2006, Expert review of molecular diagnostics.

Proton magnetic resonance spectroscopic imaging of human breast cancer: A preliminary study

D. Bluemke, M. Jacobs, P. Barker, 2004, Journal of magnetic resonance imaging : JMRI.

Benign and malignant breast lesions: diagnosis with multiparametric MR imaging.

Peter B Barker, David A Bluemke, Edward H Herskovits, 2003, Radiology.

Advancements in MR imaging of the prostate: from diagnosis to interventions.

Dan Stoianovici, Katarzyna J Macura, David Bonekamp, 2011, Radiographics : a review publication of the Radiological Society of North America, Inc.

The Use of Quantitative Imaging in Radiation Oncology: A Quantitative Imaging Network (QIN) Perspective.

Paul Kinahan, P. Lambin, D. Mankoff, 2018, International journal of radiation oncology, biology, physics.

Relationship of temporal resolution to diagnostic performance for dynamic contrast enhanced MRI of the breast

D. Bluemke, R. E. El Khouli, K. Macura, 2009, Journal of magnetic resonance imaging : JMRI.

An Alternating-Constraints Algorithm for Volume-Preserving Non-rigid Registration of Contrast-Enhanced MR Breast Images

Torsten Rohlfing, Calvin R. Maurer, Michael A. Jacobs, 2003, WBIR.

The treatment of osteoarthritis of the knee with pulsed electrical stimulation.

D. Hungerford, M. Jacobs, S. Free, 1995, The Journal of rheumatology.

Multiparametric radiomics methods for breast cancer tissue characterization using radiological imaging

M. Jacobs, V. Parekh, 2020, Breast Cancer Research and Treatment.

Integrated Multiparametric Radiomics and Informatics System for Characterizing Breast Tumor Characteristics with the OncotypeDX Gene Assay

L. Cope, R. E. El Khouli, K. Macura, 2020, Cancers.

Comparison between diffusion-weighted imaging, T2-weighted, and postcontrast T1-weighted imaging after MR-guided, high intensity, focused ultrasound treatment of uterine leiomyomata: preliminary results.

M. Jacobs, H. S. Kim, D. Gultekin, 2010, Medical physics.

Multiparametric Whole-body MRI with Diffusion-weighted Imaging and ADC Mapping for the Identification of Visceral and Osseous Metastases From Solid Tumors.

A. Zaheer, R. Wahl, K. Macura, 2018, Academic radiology.

Multiparametric MRI Tissue Characterization in Clinical Stroke With Correlation to Clinical Outcome: Part 2

M. Chopp, D. Peck, M. Jacobs, 2001, Stroke.

Diffusion-Weighted Imaging With Apparent Diffusion Coefficient Mapping and Spectroscopy in Prostate Cancer

K. Macura, M. Jacobs, R. Ouwerkerk, 2008, Topics in magnetic resonance imaging : TMRI.

Uterine fibroids: diffusion-weighted MR imaging for monitoring therapy with focused ultrasound surgery--preliminary study.

M. Jacobs, E. Herskovits, H. S. Kim, 2005, Radiology.

A Model for Multiparametric MRI Tissue Characterization in Experimental Cerebral Ischemia With Histological Validation in Rat: Part 1

H Soltanian-Zadeh, R A Knight, M Chopp, 2001, Stroke.

QIN DAWG Validation of Gradient Nonlinearity Bias Correction Workflow for Quantitative Diffusion-Weighted Imaging in Multicenter Trials

Thomas E. Yankeelov, Wei Huang, Karl G. Helmer, 2016, Tomography.

Multiparametric deep learning tissue signatures for a radiological biomarker of breast cancer: Preliminary results

D. Bluemke, K. Macura, M. Jacobs, 2018, Medical physics.

MR Imaging: Brief Overview and Emerging Applications1

Tamer S. Ibrahim, Michael A. Jacobs, Ronald Ouwerkerk, 2008 .

Longitudinal functional and imaging outcome measures in FKRP limb-girdle muscular dystrophy

Alex E. Bocchieri, V. Braverman, M. Jacobs, 2020, BMC Neurology.

Breast mri for diagnosis and staging of breast cancer

K. Macura, M. Jacobs, R. Khouli, 2015 .

Whole-body diffusion-weighted and proton imaging: a review of this emerging technology for monitoring metastatic cancer.

K. Macura, M. Jacobs, L. Pan, 2009, Seminars in roentgenology.

Musculoskeletal tumors: Use of proton MR spectroscopic imaging for characterization

L. Fayad, D. Bluemke, M. Jacobs, 2006, Journal of magnetic resonance imaging : JMRI.

Radiomic Analysis: Study Design, Statistical Analysis, and Other Bias Mitigation Strategies.

Amber L. Simpson, M. Jacobs, B. Kurland, 2022, Radiology.

Brain metabolites in cholinergic and glutamatergic pathways are altered by pancreatic cancer cachexia

K. Horton, B. Krishnamachary, A. Maitra, 2020, Journal of cachexia, sarcopenia and muscle.

Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array

L. Cope, K. Macura, M. Jacobs, 2018, ArXiv.

AAPM/RSNA Physics Tutorial for Residents

M. Jacobs, T. Ibrahim, R. Ouwerkerk, 2007 .

Multiparametric Magnetic Resonance Imaging, Spectroscopy and Multinuclear ( 23 Na) Imaging Monitoring of Preoperative Chemotherapy for Locally Advanced Breast Cancer

Katarzyna, P. Argani, M. Jacobs, 2012 .

Multiparametric whole‐body anatomic, functional, and metabolic imaging characteristics of peripheral lesions in patients with schwannomatosis

L. Fayad, M. Jacobs, J. Blakeley, 2016, Journal of magnetic resonance imaging : JMRI.

Whole Body MRI at 3T with Quantitative Diffusion Weighted Imaging and Contrast-Enhanced Sequences for the Characterization of Peripheral Lesions in Patients with Neurofibromatosis Type 2 and Schwannomatosis

L. Fayad, M. Jacobs, B. Widemann, 2013, ISRN radiology.

Multiparametric MRI ISODATA Ischemic Lesion Analysis: Correlation With the Clinical Neurological Deficit and Single-Parameter MRI Techniques

Hamid Soltanian-Zadeh, Rabih Hammoud, Michael Chopp, 2002, Stroke.

Efficacy and Biomarker Study of Bevacizumab for Hearing Loss Resulting From Neurofibromatosis Type 2-Associated Vestibular Schwannomas.

L. Fayad, R. Jain, M. Jacobs, 2016, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Assessment of Response of Uterine Fibroids and Myometrium to Embolization Using Diffusion-Weighted Echoplanar MR Imaging

David A Bluemke, Michael A Jacobs, Eleni Liapi, 2005, Journal of computer assisted tomography.

Quantification of muscle choline concentrations by proton MR spectroscopy at 3 T: technical feasibility.

Peter B Barker, Nouha Salibi, Xin Wang, 2010, AJR. American journal of roentgenology.

A feasibility study of quantitative molecular characterization of musculoskeletal lesions by proton MR spectroscopy at 3 T.

L. Fayad, D. Bluemke, M. Jacobs, 2010, AJR. American journal of roentgenology.

Multiparametric and Multimodality Functional Radiological Imaging for Breast Cancer Diagnosis and Early Treatment Response Assessment.

Katarzyna J Macura, Ronald Ouwerkerk, David A Bluemke, 2015, Journal of the National Cancer Institute. Monographs.

Combined dynamic contrast enhanced breast MR and proton spectroscopic imaging: A feasibility study

Peter B Barker, Ronald Ouwerkerk, David A Bluemke, 2005, Journal of magnetic resonance imaging : JMRI.

Etiology of Perfusion‐Diffusion Magnetic Resonance Imaging Mismatch Patterns

M. Jacobs, P. Barker, R. Wityk, 2005 .

Multiparametric assessment of Treatment r esponse in high- grade s oft-Tissue s arcomas with anatomic and Functional

L. Fayad, E. Montgomery, M. Jacobs, 2016 .

Prediction of impending hemorrhagic transformation in ischemic stroke using magnetic resonance imaging in rats.

K. Welch, M. Jacobs, R. Knight, 1998, Stroke.

Diagnosis of Medical Images Using Cloud-Deep Learning System

M. Jacobs, A. Arfan, A. Sheta, 2021, International Journal of Engineering & Technology.

Assessment of transient ischemic attack with diffusion- and perfusion-weighted imaging.

M. Jacobs, P. Barker, R. Wityk, 2004, AJNR. American journal of neuroradiology.

Understanding cancer-induced cachexia: imaging the flame and its fuel

M. Jacobs, Z. Bhujwalla, Marie-France Penet, 2011, Current opinion in supportive and palliative care.

Magnetic resonance imaging of the breast.

D. Bluemke, R. E. El Khouli, M. Jacobs, 2008, Seminars in roentgenology.

Insights into quantitative diffusion-weighted MRI for musculoskeletal tumor imaging.

L. Fayad, M. Jacobs, T. Subhawong, 2014, AJR. American journal of roentgenology.

Volume-preserving nonrigid registration of MR breast images using free-form deformation with an incompressibility constraint

Torsten Rohlfing, Calvin R. Maurer, Michael A. Jacobs, 2003, IEEE Transactions on Medical Imaging.

Unsupervised segmentation of multiparameter MRI in experimental cerebral ischemia with comparison to T2, diffusion, and ADC MRI parameters and histopathological validation

R A Knight, M A Jacobs, H Soltanian-Zadeh, 2000, Journal of magnetic resonance imaging : JMRI.

The effects of applying breast compression in dynamic contrast material-enhanced MR imaging.

D. Bluemke, R. E. El Khouli, K. Macura, 2014, Radiology.

Patterns of enhancement on breast MR images: interpretation and imaging pitfalls.

Katarzyna J Macura, Ronald Ouwerkerk, David A Bluemke, 2006, Radiographics : a review publication of the Radiological Society of North America, Inc.

DreamNLP: Novel NLP System for Clinical Report Metadata Extraction using Count Sketch Data Streaming Algorithm: Preliminary Results pdf

Vladimir Braverman, Nikita Ivkin, Michael A. Jacobs, 2018, ArXiv.

Molecular and Functional MRI of the Tumor Microenvironment

M. Jacobs, A. Pathak, Z. Bhujwalla, 2008, Journal of Nuclear Medicine.

Elevated tissue sodium concentration in malignant breast lesions detected with non-invasive 23Na MRI

Paul A. Bottomley, David A. Bluemke, Katarzyna J. Macura, 2007, Breast Cancer Research and Treatment.

Musculoskeletal tumors: how to use anatomic, functional, and metabolic MR techniques.

L. Fayad, D. Bluemke, M. Jacobs, 2012, Radiology.

Trainable High Resolution Melt Curve Machine Learning Classifier for Large-Scale Reliable Genotyping of Sequence Variants

Tza-Huei Wang, Stephanie I. Fraley, Pornpat Athamanolap, 2014, PloS one.

Current whole-body MRI applications in the neurofibromatoses

L. Fayad, A. Chhabra, M. Jacobs, 2016, Neurology.

Whole‐body magnetic resonance imaging evaluation of facioscapulohumeral muscular dystrophy

M. Jacobs, J. Carrino, K. Wagner, 2015, Muscle & nerve.

Multiparametric magnetic resonance imaging to characterize cabotegravir long‐acting formulation depot kinetics in healthy adult volunteers

M. Solaiyappan, K. Macura, M. Jacobs, 2021, British journal of clinical pharmacology.

Deep learning and radiomics in precision medicine

Vishwa S. Parekh, Michael A. Jacobs, M. Jacobs, 2019, Expert review of precision medicine and drug development.

Multiparametric Deep Learning and Radiomics for Tumor Grading and Treatment Response Assessment of Brain Cancer: Preliminary Results pdf

Vishwa S. Parekh, Michael A. Jacobs, Jay J. Pillai, 2019, ArXiv.

Multiparametric Assessment of Treatment Response in High-Grade Soft-Tissue Sarcomas with Anatomic and Functional MR Imaging Sequences.

Theodoros Soldatos, Shivani Ahlawat, Michael A Jacobs, 2016, Radiology.

Choline metabolism-based molecular diagnosis of cancer: an update

Kristine Glunde, Michael A Jacobs, Zaver M Bhujwalla, 2015, Expert review of molecular diagnostics.

Diffusion-weighted MR imaging for characterizing musculoskeletal lesions.

L. Fayad, M. Jacobs, T. Subhawong, 2014, Radiographics : a review publication of the Radiological Society of North America, Inc.

Characterization of soft tissue masses: can quantitative diffusion weighted imaging reliably distinguish cysts from solid masses?

L. Fayad, M. Jacobs, G. Thawait, 2013, Skeletal Radiology.

Principles and applications of diffusion-weighted imaging in cancer detection, staging, and treatment follow-up.

Katarzyna J Macura, Celia P. Corona-Villalobos, Michael A Jacobs, 2011, Radiographics : a review publication of the Radiological Society of North America, Inc.

Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers

Meiyappan Solaiyappan, Michael A. Jacobs, Alireza Akhbardeh, 2016, Neoplasia.

A phase Ib/IIa, open‐label, multiple ascending‐dose trial of domagrozumab in fukutin‐related protein limb‐girdle muscular dystrophy

Alex E. Bocchieri, V. Braverman, M. Jacobs, 2021, Muscle & nerve.

Monitoring of neoadjuvant chemotherapy using multiparametric, 23Na sodium MR, and multimodality (PET/CT/MRI) imaging in locally advanced breast cancer

David A. Bluemke, Michael A. Jacobs, Antonio C. Wolff, 2011, Breast Cancer Research and Treatment.

Choline phospholipid metabolism in cancer: consequences for molecular pharmaceutical interventions.

Ellen Ackerstaff, Kristine Glunde, Noriko Mori, 2006, Molecular pharmaceutics.

Integrated Radiological Informatics System with comparison to Oncotype DX gene array pdf

Vishwa S. Parekh, Michael A. Jacobs, Katarzyna J. Macura, 2018 .

Diffusion-weighted imaging improves the diagnostic accuracy of conventional 3.0-T breast MR imaging.

Katarzyna J Macura, David A Bluemke, Michael A Jacobs, 2010, Radiology.

6808 Collagen fibers mediate water diffusion and anisotropy in breast tumors

Kristine, M. Solaiyappan, Jiangyang Zhang, 2013 .

Molecular and functional imaging of breast cancer

M A Jacobs, A P Pathak, D Artemov, 2009, NMR in biomedicine.

A Deep Learning System for Synthetic Knee Magnetic Resonance Imaging: Is Artificial Intelligence-Based Fat-Suppressed Imaging Feasible?

L. Fayad, M. Jacobs, V. Parekh, 2020, Investigative radiology.

MR-guided high-intensity focused ultrasound treatment for symptomatic uterine leiomyomata: long-term outcomes.

Michael A Jacobs, M. Jacobs, Hyun S Kim, 2011, Academic radiology.

Proton MR spectroscopy in metabolic assessment of musculoskeletal lesions.

L. Fayad, M. Jacobs, J. Carrino, 2012, AJR. American journal of roentgenology.

AAPM/RSNA physics tutorials for residents: MR imaging: brief overview and emerging applications.

Ronald Ouwerkerk, Tamer S Ibrahim, Michael A Jacobs, 2007, Radiographics : a review publication of the Radiological Society of North America, Inc.

Strain-encoded breast MRI in phantom and ex vivo specimens with histological validation: preliminary results.

D. Bluemke, N. Osman, R. E. El Khouli, 2012, Medical physics.

Change in Perfusion in Acute Nondominant Hemisphere Stroke May Be Better Estimated by Tests of Hemispatial Neglect Than by the National Institutes of Health Stroke Scale

Peter B Barker, Michael A Jacobs, Argye E Hillis, 2003, Stroke.

Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI

M. Jacobs, V. Parekh, 2017, npj Breast Cancer.

Identification of cerebral ischemic lesions in rat using eigenimage filtered magnetic resonance imaging

Hamid Soltanian-Zadeh, Michael Chopp, Donald J. Peck, 1999, Brain Research.

Perfusion-weighted MRI as a marker of response to treatment in acute and subacute stroke

M. A. Jacobs, J. Ulatowski, A. Hillis, 2004, Neuroradiology.

Multi‐Site Concordance of Diffusion‐Weighted Imaging Quantification for Assessing Prostate Cancer Aggressiveness

K. Iczkowski, T. Yankeelov, Wei Huang, 2021, Journal of magnetic resonance imaging : JMRI.

Lung Cancer Recurrence Risk Prediction through Integrated Deep Learning Evaluation

A. Rahmim, K. Pienta, Rongkai Yan, 2022, Cancers.

Cross-Domain Federated Learning in Medical Imaging pdf

Vladimir Braverman, Jay J Pillai, Michael A Jacobs, 2021, ArXiv.

Percutaneous image-guided radiofrequency thermal ablation for large symptomatic uterine leiomyomata after uterine artery embolization: a feasibility and safety study.

M. Jacobs, I. Kamel, H. S. Kim, 2007, Journal of vascular and interventional radiology : JVIR.

Tumor Connectomics: Mapping the Intra-Tumoral Complex Interaction Network Using Machine Learning pdf

Vishwa S. Parekh, Michael A. Jacobs, M. Jacobs, 2019, Cancers.

Multisite concordance of apparent diffusion coefficient measurements across the NCI Quantitative Imaging Network

Thomas E. Yankeelov, Wei Huang, Jayashree Kalpathy-Cramer, 2017, Journal of medical imaging.

Therapeutic response in musculoskeletal soft tissue sarcomas: evaluation by MRI

L. Fayad, M. Jacobs, Xin Wang, 2011, NMR in biomedicine.

Physics Tutorial for Residents MR Imaging : Brief Overview and Emerging Applications 1

M. Jacobs, T. Ibrahim, R. Ouwerkerk, 2007 .

Multiparametric radiomics methods for breast cancer tissue characterization using radiological imaging pdf

Vishwa S. Parekh, Michael A. Jacobs, M. Jacobs, 2018, Breast Cancer Research and Treatment.

Neural substrates of the cognitive processes underlying spelling: Evidence from MR diffusion and perfusion imaging

Argye E. Hillis, Peter B. Barker, Michael A. Jacobs, 2002 .

Proton, diffusion‐weighted imaging, and sodium (23Na) MRI of uterine leiomyomata after MR‐guided high‐intensity focused ultrasound: A preliminary study

D. Bluemke, M. Jacobs, I. Kamel, 2009, Journal of magnetic resonance imaging : JMRI.

A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments

V. Braverman, M. Jacobs, Shuhao Lai, 2023, ArXiv.

Demonstration of nonlinearity bias in the measurement of the apparent diffusion coefficient in multicenter trials

Wei Huang, Thomas E Yankeelov, Bachir Taouli, 2016, Magnetic resonance in medicine.

3-T dynamic contrast-enhanced MRI of the breast: pharmacokinetic parameters versus conventional kinetic curve analysis.

D. Bluemke, R. E. El Khouli, K. Macura, 2011, AJR. American journal of roentgenology.

Combined PET/CT/MRI of the pelvis using software registration

Steve Y. Cho, R. Wahl, K. Macura, 2013 .

Radiomic Synthesis Using Deep Convolutional Neural Networks

Vishwa S. Parekh, Michael A. Jacobs, M. Jacobs, 2018, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Letter to cancer center directors: Progress in quantitative imaging as a means to predict and/or measure tumor response in cancer therapy trials.

Paul E Kinahan, Thomas E Yankeelov, John M Buatti, 2014, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

NEURO/MEDICAL ONCOLOGY

Scott N. Hwang, Katrina H. Smith, Susan M. Chang, 2013 .

The role of parallel diffusion-weighted imaging and apparent diffusion coefficient (ADC) map values for evaluating breast lesions: preliminary results.

Kuncheng Li, Ningyu An, Michael A Jacobs, 2010, Academic radiology.

Multiparametric magnetic resonance imaging, spectroscopy and multinuclear (²³Na) imaging monitoring of preoperative chemotherapy for locally advanced breast cancer.

D. Bluemke, P. Argani, K. Macura, 2010, Academic radiology.

Multiparametric radiomic tissue signature and machine learning for distinguishing radiation necrosis from tumor progression after stereotactic radiosurgery

M. Jacobs, V. Parekh, L. Kleinberg, 2021, Neuro-oncology Advances.

Characterization of musculoskeletal lesions on 3-T proton MR spectroscopy.

L. Fayad, D. Bluemke, M. Jacobs, 2007, AJR. American journal of roentgenology.

MultiparametricMagnetic Resonance Imaging , Spectroscopy and Multinuclear ( 23 Na ) Imaging Monitoring of Preoperative Chemotherapy for Locally Advanced Breast Cancer

D. Bluemke, P. Argani, K. Macura, 2010 .