3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT von Pezeshk, Aria, Hamidian, Sardar, Petrick, Nicholas, Sahiner, Berkman

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Deep learning in medical imaging and radiation therapy von Sahiner, Berkman, Pezeshk, Aria, Hadjiiski, Lubomir M., Wang, Xiaosong, Drukker, Karen, Cha, Kenny H., Summers, Ronald M., Giger, Maryellen L.

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Calibration of medical diagnostic classifier scores to the probability of disease von Chen, Weijie, Sahiner, Berkman, Samuelson, Frank, Pezeshk, Aria, Petrick, Nicholas

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Discussion on “Approval policies for modifications to machine learning‐based software as a medical device: A study of bio‐creep” by Jean Feng, Scott Emerson, and Noah Simon von Pennello, Gene, Sahiner, Berkman, Gossmann, Alexej, Petrick, Nicholas

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Recurrent attention network for false positive reduction in the detection of pulmonary nodules in thoracic CT scans von Farhangi, M. Mehdi, Petrick, Nicholas, Sahiner, Berkman, Frigui, Hichem, Amini, Amir A., Pezeshk, Aria

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Optimized generation of high-resolution phantom images using cGAN: Application to quantification of Ki67 breast cancer images von Senaras, Caglar, Niazi, Muhammad Khalid Khan, Sahiner, Berkman, Pennell, Michael P, Tozbikian, Gary, Lozanski, Gerard, Gurcan, Metin N

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Recommendations towards standards for quantitative MRI (qMRI) and outstanding needs von Keenan, Kathryn E., Biller, Joshua R., Delfino, Jana G., Boss, Michael A., Does, Mark D., Evelhoch, Jeffrey L., Griswold, Mark A., Gunter, Jeffrey L., Hinks, R. Scott, Hoffman, Stuart W., Kim, Geena, Lattanzi, Riccardo, Li, Xiaojuan, Marinelli, Luca, Metzger, Gregory J., Mukherjee, Pratik, Nordstrom, Robert J., Peskin, Adele P., Perez, Elena, Russek, Stephen E., Sahiner, Berkman, Serkova, Natalie, Shukla‐Dave, Amita, Steckner, Michael, Stupic, Karl F., Wilmes, Lisa J., Wu, Holden H., Zhang, Huiming, Jackson, Edward F., Sullivan, Daniel C.

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Classifier performance prediction for computer-aided diagnosis using a limited dataset von Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir

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Seamless Lesion Insertion for Data Augmentation in CAD Training von Pezeshk, Aria, Petrick, Nicholas, Chen, Weijie, Sahiner, Berkman

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A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis von Zhang, Yiheng, Chan, Heang-Ping, Sahiner, Berkman, Wei, Jun, Goodsitt, Mitchell M., Hadjiiski, Lubomir M., Ge, Jun, Zhou, Chuan

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A data-driven framework for identifying patient subgroups on which an AI/machine learning model may underperform von Subbaswamy, Adarsh, Sahiner, Berkman, Petrick, Nicholas, Pai, Vinay, Adams, Roy, Diamond, Matthew C., Saria, Suchi

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Effect of CAD on Radiologists' Detection of Lung Nodules on Thoracic CT Scans: Analysis of an Observer Performance Study by Nodule Size von Sahiner, Berkman, PhD, Chan, Heang-Ping, PhD, Hadjiiski, Lubomir M., PhD, Cascade, Philip N., MD, Kazerooni, Ella A., MD, Chughtai, Aamer R., MD, Poopat, Chad, MD, Song, Thomas, MD, Frank, Luba, MD, Stojanovska, Jadranka, MD, Attili, Anil, MD

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Computer-aided diagnosis of pulmonary nodules on CT scans: Segmentation and classification using 3D active contours von Way, Ted W., Hadjiiski, Lubomir M., Sahiner, Berkman, Chan, Heang-Ping, Cascade, Philip N., Kazerooni, Ella A., Bogot, Naama, Zhou, Chuan

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Computer-Aided Diagnosis of Lung Cancer and Pulmonary Embolism in Computed Tomography—A Review von Chan, Heang-Ping, PhD, Hadjiiski, Lubomir, PhD, Zhou, Chuan, PhD, Sahiner, Berkman, PhD

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Hypothesis Testing in Noninferiority and Equivalence MRMC ROC Studies von Chen, Weijie, PhD, Petrick, Nicholas A., PhD, Sahiner, Berkman, PhD

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Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology von Niazi, Muhammad Khalid Khan, Abas, Fazly Salleh, Senaras, Caglar, Pennell, Michael, Sahiner, Berkman, Chen, Weijie, Opfer, John, Hasserjian, Robert, Louissaint, Jr, Abner, Shana'ah, Arwa, Lozanski, Gerard, Gurcan, Metin N

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Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer-aided diagnosis system von Gurcan, Metin N., Sahiner, Berkman, Petrick, Nicholas, Chan, Heang-Ping, Kazerooni, Ella A., Cascade, Philip N., Hadjiiski, Lubomir

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On the assessment of the added value of new predictive biomarkers von Chen, Weijie, Samuelson, Frank W, Gallas, Brandon D, Kang, Le, Sahiner, Berkman, Petrick, Nicholas

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Classification of follicular lymphoma: the effect of computer aid on pathologists grading von Fauzi, Mohammad Faizal Ahmad, Pennell, Michael, Sahiner, Berkman, Chen, Weijie, Shana'ah, Arwa, Hemminger, Jessica, Gru, Alejandro, Kurt, Habibe, Losos, Michael, Joehlin-Price, Amy, Kavran, Christina, Smith, Stephen M, Nowacki, Nicholas, Mansor, Sharmeen, Lozanski, Gerard, Gurcan, Metin N

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Benefit of Overlapping Reconstruction for Improving the Quantitative Assessment of CT Lung Nodule Volume von Gavrielides, Marios A., PhD, Zeng, Rongping, PhD, Myers, Kyle J., PhD, Sahiner, Berkman, PhD, Petrick, Nicholas, PhD

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