Search Results - "Maxwell, Aaron"

Implementation of machine-learning classification in remote sensing: an applied review by Maxwell, Aaron E., Warner, Timothy A., Fang, Fang

“…Machine learning offers the potential for effective and efficient classification of remotely sensed imagery. The strengths of machine learning include the…”
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Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification by Ramezan, Christopher A, Warner, Timothy A, Maxwell, Aaron E

“…High spatial resolution (1–5 m) remotely sensed datasets are increasingly being used to map land covers over large geographic areas using supervised machine…”
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Coherent injection locking of quantum cascade laser frequency combs by Hillbrand, Johannes, Andrews, Aaron Maxwell, Detz, Hermann, Strasser, Gottfried, Schwarz, Benedikt

“…Quantum cascade laser (QCL) frequency combs are a promising candidate for chemical sensing and biomedical diagnostics 1 – 4 . They are electrically pumped and…”
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Beyond Mean Tumor Dose: The Importance of Particle Density in Radioembolization by Boas, Franz Edward, Maxwell, Aaron W.P.

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Can incorrect artificial intelligence (AI) results impact radiologists, and if so, what can we do about it? A multi-reader pilot study of lung cancer detection with chest radiography by Bernstein, Michael H., Atalay, Michael K., Dibble, Elizabeth H., Maxwell, Aaron W. P., Karam, Adib R., Agarwal, Saurabh, Ward, Robert C., Healey, Terrance T., Baird, Grayson L.

“…Objective To examine whether incorrect AI results impact radiologist performance, and if so, whether human factors can be optimized to reduce error. Methods…”
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Induction and characterization of pancreatic cancer in a transgenic pig model by Boas, F Edward, Nurili, Fuad, Bendet, Achiude, Cheleuitte-Nieves, Christopher, Basturk, Olca, Askan, Gokce, Michel, Adam O, Monette, Sebastien, Ziv, Etay, Sofocleous, Constantinos T, Maxwell, Aaron W P, Schook, Lawrence B, Solomon, Stephen B, Kelsen, David P, Scherz, Avigdor, Yarmohammadi, Hooman

“…Preclinical testing of new locoregional therapies for pancreatic cancer has been challenging, due to the lack of a suitable large animal model. To develop and…”
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Microcavity-Integrated Graphene Photodetector by Furchi, Marco, Urich, Alexander, Pospischil, Andreas, Lilley, Govinda, Unterrainer, Karl, Detz, Hermann, Klang, Pavel, Andrews, Aaron Maxwell, Schrenk, Werner, Strasser, Gottfried, Mueller, Thomas

“…There is an increasing interest in using graphene , for optoelectronic applications. − However, because graphene is an inherently weak optical absorber (only…”
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Thematic Classification Accuracy Assessment with Inherently Uncertain Boundaries: An Argument for Center-Weighted Accuracy Assessment Metrics by Maxwell, Aaron E., Warner, Timothy A.

“…Accuracy assessment is one of the most important components of both applied and research-oriented remote sensing projects. For mapped classes that have sharp…”
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Using Machine Learning to Predict Response to Image-guided Therapies for Hepatocellular Carcinoma by Hsieh, Celina, Laguna, Amanda, Ikeda, Ian, Maxwell, Aaron W. P., Chapiro, Julius, Nadolski, Gregory, Jiao, Zhicheng, Bai, Harrison X.

“…Interventional oncology is a rapidly growing field with advances in minimally invasive image-guided local-regional treatments for hepatocellular carcinoma…”
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Explainable Boosting Machines for Slope Failure Spatial Predictive Modeling by Maxwell, Aaron E., Sharma, Maneesh, Donaldson, Kurt A.

“…Machine learning (ML) methods, such as artificial neural networks (ANN), k-nearest neighbors (kNN), random forests (RF), support vector machines (SVM), and…”
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Prospective Margin Estimates Predict Local Tumor Progression Following Microwave Ablation of Small Renal Masses by Iheanacho, Franklin, Rex, Nathaniel, Oueidat, Karim, Collins, Scott, Baird, Grayson L., Kim, DaeHee, Dubel, Gregory J., Jay, Bryan S., Maxwell, Aaron W. P.

“…Purpose To evaluate the relationship between prospectively generated ablative margin estimates and local tumor progression (LTP) among patients undergoing…”
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Functional Imaging of Hypoxia: PET and MRI by Perez, Ryan C, Kim, DaeHee, Maxwell, Aaron W P, Camacho, Juan C

“…Molecular and functional imaging have critical roles in cancer care. Existing evidence suggests that noninvasive detection of hypoxia within a particular type…”
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Renal Cell Carcinoma: Comparison of RENAL Nephrometry and PADUA Scores with Maximum Tumor Diameter for Prediction of Local Recurrence after Thermal Ablation by Maxwell, Aaron W P, Baird, Grayson L, Iannuccilli, Jason D, Mayo-Smith, William W, Dupuy, Damian E

“…Purpose To evaluate the performance of the radius, exophytic or endophytic, nearness to collecting system or sinus, anterior or posterior, and location…”
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Monolithically integrated mid-infrared lab-on-a-chip using plasmonics and quantum cascade structures by Schwarz, Benedikt, Reininger, Peter, Ristanić, Daniela, Detz, Hermann, Andrews, Aaron Maxwell, Schrenk, Werner, Strasser, Gottfried

“…The increasing demand of rapid sensing and diagnosis in remote areas requires the development of compact and cost-effective mid-infrared sensing devices. So…”
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Discriminating tree species at different taxonomic levels using multi-temporal WorldView-3 imagery in Washington D.C., USA by Fang, Fang, McNeil, Brenden E., Warner, Timothy A., Maxwell, Aaron E., Dahle, Gregory A., Eutsler, Earl, Li, Junli

“…With the promise of transformative changes for the management of rural and urban forests, the discrimination of tree species from satellite imagery has been a…”
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Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations by Maxwell, Aaron E., Strager, Michael P., Warner, Timothy A., Ramezan, Christopher A., Morgan, Alice N., Pauley, Cameron E.

“…Despite the need for quality land cover information, large-area, high spatial resolution land cover mapping has proven to be a difficult task for a variety of…”
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Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices by Farhadpour, Sarah, Warner, Timothy A., Maxwell, Aaron E.

“…Evaluating classification accuracy is a key component of the training and validation stages of thematic map production, and the choice of metric has profound…”
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Transarterial Embolization of Liver Cancer in a Transgenic Pig Model by Nurili, Fuad, Monette, Sebastien, Michel, Adam O., Bendet, Achiude, Basturk, Olca, Askan, Gokce, Cheleuitte-Nieves, Christopher, Yarmohammadi, Hooman, Maxwell, Aaron W.P., Ziv, Etay, Schachtschneider, Kyle M., Gaba, Ron C., Schook, Lawrence B., Solomon, Stephen B., Boas, F. Edward

“…To develop and characterize a porcine model of liver cancer that could be used to test new locoregional therapies. Liver tumors were induced in 18 Oncopigs…”
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Using ChatGPT to Improve Readability of Interventional Radiology Procedure Descriptions by Zaki, Hossam A., Mai, Michelle, Abdel-Megid, Hazem, Liew, Sabrina Q. R., Kidanemariam, Simon, Omar, Abdifatah S., Tiwari, Urvi, Hamze, Jad, Ahn, Sun Ho, Maxwell, Aaron W. P.

“…Purpose This project examines ChatGPT's potential to enhance the readability of patient educational materials about interventional radiology (IR) procedures…”
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Shot noise in a strange metal by Chen, Liyang, Lowder, Dale T, Bakali, Emine, Andrews, Aaron Maxwell, Schrenk, Werner, Waas, Monika, Svagera, Robert, Eguchi, Gaku, Prochaska, Lukas, Wang, Yiming, Setty, Chandan, Sur, Shouvik, Si, Qimiao, Paschen, Silke, Natelson, Douglas

“…Strange-metal behavior has been observed in materials ranging from high-temperature superconductors to heavy fermion metals. In conventional metals, current is…”
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