medical image analysis

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1
Classification of white blood cells using capsule networks.
Baydilli, Yusuf Yargı;Atila, Ümit;
2020 computerized medical imaging and graphics : the of... DOI: S0895-6111(20)30002-... 229 views
2
Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables.
Niemann, Uli;Boecking, Benjamin;Brueggemann, Petra;Mebus, Wilhelm;Mazurek, Birgit;Spiliopoulou, Myra...
2020 PloS one DOI: 10.1371/journal.pone... 266 views
3
Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses.
Ellmann, Stephan;Wenkel, Evelyn;Dietzel, Matthias;Bielowski, Christian;Vesal, Sulaiman;Maier, Andrea...
2020 PloS one DOI: 10.1371/journal.pone... 195 views
4
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios.
Pereira, Rodolfo M;Bertolini, Diego;Teixeira, Lucas O;Silla, Carlos N;Costa, Yandre M G;
2020 computer methods and programs in biomedicine DOI: S0169-2607(20)30966-... 180 views
5
Biophotonics for pandemic control: large-area infection monitoring and microbial inactivation of COVID-19.
Marcelo, Saito Nogueira;
2020 Photodiagnosis and photodynamic therapy DOI: S1572-1000(20)30177-... 188 views
6
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.
Dov, David;Kovalsky, Shahar Z;Assaad, Serge;Cohen, Jonathan;Range, Danielle Elliott;Pendse, Avani A;...
2020 Medical image analysis DOI: S1361-8415(20)30178-... 304 views
7
TOP-GAN: Stain-free cancer cell classification using deep learning with a small training set.
Rubin, Moran;Stein, Omer;Turko, Nir A;Nygate, Yoav;Roitshtain, Darina;Karako, Lidor;Barnea, Itay;Gir...
2019 Medical image analysis DOI: S1361-8415(19)30056-... 219 views

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Deep learning classification capsule networks white blood cells (wbc) pneumonia texture chest x-ray covid-19 healthcare pathology thyroid ai human level multiple instance learning generative adversarial networks Transfer learning Cancer cell classification quantitative phase imaging Holographic microscopy Small training set