Vyzkoušejte nový nástroj s podporou AI
Summon Research Assistant
BETA
Estimation of foveal avascular zone area from a B-scan OCT image using machine learning algorithms
Toyama, Taku, Maruko, Ichiro, Zhou, Han Peng, Ikeda, Miki, Hasegawa, Taiji, Iida, Tomohiro, Aihara, Makoto, Ueta, Takashi
Published in PloS one (16.12.2024)
Published in PloS one (16.12.2024)
Get full text
Journal Article
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
Akçakaya, Mehmet, Moeller, Steen, Weingärtner, Sebastian, Uğurbil, Kâmil
Published in Magnetic resonance in medicine (01.01.2019)
Published in Magnetic resonance in medicine (01.01.2019)
Get full text
Journal Article
Proof of principle study: diagnostic accuracy of a novel algorithm for the estimation of sleep stages and disease severity in patients with sleep-disordered breathing based on actigraphy and respiratory inductance plethysmography
Dietz-Terjung, Sarah, Martin, Amelie Ricarda, Finnsson, Eysteinn, Ágústsson, Jón Skínir, Helgason, Snorri, Helgadóttir, Halla, Welsner, Matthias, Taube, Christian, Weinreich, Gerhard, Schöbel, Christoph
Published in Sleep & breathing (01.12.2021)
Published in Sleep & breathing (01.12.2021)
Get full text
Journal Article
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)
Published in PloS one (16.05.2018)
Get full text
Journal Article
Learning normalized inputs for iterative estimation in medical image segmentation
Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
Get full text
Journal Article
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography
Leclerc, Sarah, Smistad, Erik, Pedrosa, Joao, Ostvik, Andreas, Cervenansky, Frederic, Espinosa, Florian, Espeland, Torvald, Berg, Erik Andreas Rye, Jodoin, Pierre-Marc, Grenier, Thomas, Lartizien, Carole, Dhooge, Jan, Lovstakken, Lasse, Bernard, Olivier
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
Get full text
Journal Article
Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections
Chlebus, Grzegorz, Meine, Hans, Thoduka, Smita, Abolmaali, Nasreddin, van Ginneken, Bram, Hahn, Horst Karl, Schenk, Andrea
Published in PloS one (20.05.2019)
Published in PloS one (20.05.2019)
Get full text
Journal Article
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
Haenssle, H.A., Fink, C., Schneiderbauer, R., Toberer, F., Buhl, T., Blum, A., Kalloo, A., Hassen, A. Ben Hadj, Thomas, L., Enk, A., Uhlmann, L., Alt, Christina, Arenbergerova, Monika, Bakos, Renato, Baltzer, Anne, Bertlich, Ines, Blum, Andreas, Bokor-Billmann, Therezia, Bowling, Jonathan, Braghiroli, Naira, Braun, Ralph, Buder-Bakhaya, Kristina, Buhl, Timo, Cabo, Horacio, Cabrijan, Leo, Cevic, Naciye, Classen, Anna, Deltgen, David, Fink, Christine, Georgieva, Ivelina, Hakim-Meibodi, Lara-Elena, Hanner, Susanne, Hartmann, Franziska, Hartmann, Julia, Haus, Georg, Hoxha, Elti, Karls, Raimonds, Koga, Hiroshi, Kreusch, Jürgen, Lallas, Aimilios, Majenka, Pawel, Marghoob, Ash, Massone, Cesare, Mekokishvili, Lali, Mestel, Dominik, Meyer, Volker, Neuberger, Anna, Nielsen, Kari, Oliviero, Margaret, Pampena, Riccardo, Paoli, John, Pawlik, Erika, Rao, Barbar, Rendon, Adriana, Russo, Teresa, Sadek, Ahmed, Samhaber, Kinga, Schneiderbauer, Roland, Schweizer, Anissa, Toberer, Ferdinand, Trennheuser, Lukas, Vlahova, Lyobomira, Wald, Alexander, Winkler, Julia, Wölbing, Priscila, Zalaudek, Iris
Published in Annals of oncology (01.08.2018)
Published in Annals of oncology (01.08.2018)
Get full text
Journal Article
Acquisition-independent deep learning for quantitative MRI parameter estimation using neural controlled differential equations
Kuppens, Daan, Barbieri, Sebastiano, van den Berg, Daisy, Schouten, Pepijn, Thoeny, Harriet C., van Laarhoven, Hanneke W.M., Wennen, Myrte, Gurney-Champion, Oliver J.
Published in Medical image analysis (01.01.2026)
Published in Medical image analysis (01.01.2026)
Get full text
Journal Article
Explainable AI identifies diagnostic cells of genetic AML subtypes
Hehr, Matthias, Sadafi, Ario, Matek, Christian, Lienemann, Peter, Pohlkamp, Christian, Haferlach, Torsten, Spiekermann, Karsten, Marr, Carsten
Published in PLOS digital health (01.03.2023)
Published in PLOS digital health (01.03.2023)
Get full text
Journal Article
Genetic algorithm pruning of probabilistic neural networks in medical disease estimation
Mantzaris, Dimitrios, Anastassopoulos, George, Adamopoulos, Adam
Published in Neural networks (01.10.2011)
Published in Neural networks (01.10.2011)
Get full text
Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
Get full text
Journal Article
Automatic Vertebral Body Segmentation Based on Deep Learning of Dixon Images for Bone Marrow Fat Fraction Quantification
Zhou, Jiamin, Damasceno, Pablo F., Chachad, Ravi, Cheung, Justin R., Ballatori, Alexander, Lotz, Jeffrey C., Lazar, Ann A., Link, Thomas M., Fields, Aaron J., Krug, Roland
Published in Frontiers in endocrinology (Lausanne) (02.09.2020)
Published in Frontiers in endocrinology (Lausanne) (02.09.2020)
Get full text
Journal Article