Can Machine Learning Be Better than Biased Readers? by Atsuhiro Hibi, Rui Zhu, Pascal N. Tyrrell

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Diffusion-Based Image Synthesis or Traditional Augmentation for Enriching Musculoskeletal Ultrasound Datasets by Benedek Balla, Atsuhiro Hibi, Pascal N. Tyrrell

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Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics by Jacob Levman, Bryan Ewenson, Joe Apaloo, Derek Berger, Pascal N. Tyrrell

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Analyzing Barriers and Enablers for the Acceptance of Artificial Intelligence Innovations into Radiology Practice: A Scoping Review by Fatma A. Eltawil, Michael Atalla, Emily Boulos, Afsaneh Amirabadi, Pascal N. Tyrrell

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Out-of-distribution generalization for segmentation of lymph node metastasis in breast cancer by Yiannis Varnava, Kiran Jakate, Richard Garnett, Dimitrios Androutsos, Pascal N. Tyrrell, April Khademi

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Survival analysis in lung cancer patients with interstitial lung disease. by Hassan Alomaish, Yee Ung, Stella Wang, Pascal N Tyrrell, Saly Abo Zahra, Anastasia Oikonomou

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Causal Forest Machine Learning Analysis of Parkinson’s Disease in Resting-State Functional Magnetic Resonance Imaging by Gabriel Solana-Lavalle, Michael D. Cusimano, Thomas Steeves, Roberto Rosas-Romero, Pascal N. Tyrrell

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α2-fraction and haptoglobin as biomarkers for disease activity in oligo- and polyarticular juvenile idiopathic arthritis by Ludwig Zeller, Pascal N. Tyrrell, Stella Wang, Nadine Fischer, Johannes-Peter Haas, Boris Hügle

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Neuroimaging Scoring Tools to Differentiate Inflammatory Central Nervous System Small-Vessel Vasculitis: A Need for Artificial Intelligence/Machine Learning?—A Scoping Review by Alameen Damer, Emaan Chaudry, Daniel Eftekhari, Susanne M. Benseler, Frozan Safi, Richard I. Aviv, Pascal N. Tyrrell

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Missed Breast Cancers on MRI in High-Risk Patients: A Retrospective Case–Control Study by Julie Bilocq-Lacoste, Romuald Ferre, Grey Kuling, Anne L. Martel, Pascal N. Tyrrell, Siying Li, Guan Wang, Belinda Curpen

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Detection of solid and subsolid pulmonary nodules with lung MRI: performance of UTE, T1 gradient-echo, and single-shot T2 fast spin echo by Felipe Sanchez, Pascal N. Tyrrell, Patrick Cheung, Chinthaka Heyn, Simon Graham, Ian Poon, Yee Ung, Alexander Louie, May Tsao, Anastasia Oikonomou

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Utilizing artificial intelligence for the detection of hemarthrosis in hemophilia using point-of-care ultrasonography by Pascal N. Tyrrell, María Teresa Alvarez-Román, Nihal Bakeer, Brigitte Brand-Staufer, Victor Jiménez-Yuste, Susan Kras, Carlo Martinoli, Mauro Mendez, Azusa Nagao, Margareth Ozelo, Janaina B.S. Ricciardi, Marek Zak, Johannes Roth

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Towards a histological diagnosis of childhood small vessel CNS vasculitis by Maryam Nabavi Nouri, Anastasia Dropol, Pascal N. Tyrrell, Sheila Sheikh, Marinka Twilt, Jean Michaud, Benjamin Ellezam, Harvey B. Sarnat, Christopher Dunham, Peter W. Schutz, Julia Keith, David G. Munoz, Harry V. Vinters, Cynthia Hawkins, Susanne M. Benseler

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Health-related quality of life in children with inflammatory brain disease by Elina Liu, Marinka Twilt, Pascal N. Tyrrell, Anastasia Dropol, Shehla Sheikh, Mark Gorman, Susan Kim, David A. Cabral, Rob Forsyth, Heather Van Mater, Suzanne Li, Adam M. Huber, Elizabeth Stringer, Eyal Muscal, Dawn Wahezi, Mary Toth, Pavla Dolezalova, Katerina Kobrova, Goran Ristic, Susanne M. Benseler

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Musculoskeletal ultrasound in hemophilia: Results and recommendations from a global survey and consensus meeting by Nihal Bakeer, Saunya Dover, Paul Babyn, Brian M. Feldman, Annette vonDrygalski, Andrea S. Doria, Danial M. Ignas, Audrey Abad, Cindy Bailey, Ian Beggs, Eric Y. Chang, Amy Dunn, Sharon Funk, Sridhar Gibikote, Nicholas Goddard, Pamela Hilliard, Shyamkumar N. Keshava, Rebecca Kruse‐Jarres, Yingjia Li, Sébastien Lobet, Marilyn Manco‐Johnson, Carlo Martinoli, James S. O’Donnell, Olympia Papakonstantinou, Helen Pergantou, Pradeep Poonnoose, Felipe Querol, Alok Srivastava, Bruno Steiner, Karen Strike, Merel Timmer, Pascal N. Tyrrell, Logi Vidarsson, Victor S. Blanchette

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