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pro vyhledávání: '"Matthews, Thomas"'
Deep-learning-based object detection methods show promise for improving screening mammography, but high rates of false positives can hinder their effectiveness in clinical practice. To reduce false positives, we identify three challenges: (1) unlike
Externí odkaz:
http://arxiv.org/abs/2308.06420
Autor:
Tsue, Trevor, Mombourquette, Brent, Taha, Ahmed, Matthews, Thomas Paul, Vu, Yen Nhi Truong, Su, Jason
This work reveals undiscovered challenges in the performance and generalizability of deep learning models. We (1) identify spurious shortcuts and evaluation issues that can inflate performance and (2) propose training and analysis methods to address
Externí odkaz:
http://arxiv.org/abs/2303.16417
Autor:
Matthews, Thomas J.1,2 txm676@gmail.com, Triantis, Kostas A.3, Wayman, Joseph P.4, Martin, Thomas E.5,6, Hume, Julian P.7, Cardoso, Pedro8,9, Faurby, Søren10,11, Mendenhall, Chase D.12, Dufour, Paul13,14, Rigal, François14,15, Cooke, Rob16, Whittaker, Robert J.17,18, Pigot, Alex L.19, Thébaud, Christophe20, Jørgensen, Maria Wagner4, Benavides, Eva4, Soares, Filipa C.21, Ulrich, Werner22, Kubota, Yasuhiro23, Sadler, Jon P.4
Publikováno v:
Science. 10/4/2024, Vol. 386 Issue 6717, p55-60. 6p. 1 Color Photograph, 3 Diagrams.
Autor:
Taha, Ahmed, Vu, Yen Nhi Truong, Mombourquette, Brent, Matthews, Thomas Paul, Su, Jason, Singh, Sadanand
Medical images come in high resolutions. A high resolution is vital for finding malignant tissues at an early stage. Yet, this resolution presents a challenge in terms of modeling long range dependencies. Shallow transformers eliminate this problem,
Externí odkaz:
http://arxiv.org/abs/2208.06066
Autor:
Pedemonte, Stefano, Tsue, Trevor, Mombourquette, Brent, Vu, Yen Nhi Truong, Matthews, Thomas, Hoil, Rodrigo Morales, Shah, Meet, Ghare, Nikita, Zingman-Daniels, Naomi, Holley, Susan, Appleton, Catherine M., Su, Jason, Wahl, Richard L.
Screening mammography improves breast cancer outcomes by enabling early detection and treatment. However, false positive callbacks for additional imaging from screening exams cause unnecessary procedures, patient anxiety, and financial burden. This w
Externí odkaz:
http://arxiv.org/abs/2204.06671
Publikováno v:
In Fisheries Research November 2024 279
Publikováno v:
In Fisheries Research November 2024 279
Publikováno v:
In Fisheries Research October 2024 278
Autor:
Garlock, Taryn, Asche, Frank, Butler, Casey B., Larkin, Sherry, Matthews, Thomas R., Ross, Erica
Publikováno v:
In Aquaculture 15 February 2025 596 Part 2