Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL

by Samek, W., Schaeffter, T., Strodthoff, N., Wagner, P.
Published 2021

A New Dataset for Facial Motion Analysis in Individuals with Neurological Disorders

by Bandini, A., Boulos, M.I, Guarin, D.L, Kulkarni, M., Lim, D., Rezaei, S., Taati, B., Yunusova, Y., Zinman, L.
Published 2021

Ensemble learning based automatic detection of tuberculosis in chest X-ray images using hybrid feature descriptors

by Ayaz, M., Raja, G., Shaukat, F.
Published 2021

Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019

by Chen, H., Chen, Y.-C, Hong, Y., Jiang, Y., Jung, H., Khanagha, V., Ko, J., Lee, B., Li, D., Li, N., Li, Y., Li, Z., Litjens, G., Liu, L., Liu, Y., Liu, Z., Maevskikh, P., Schuffler, P.J, Sun, S., Sun, X., Tan, T., Tang, Y., Teng, X., Wang, C.-W, Xiao, Y., Yan, J., Yu, L., Yu, Q., Yurovskiy, V., Zhang, J., Zhang, Q., Zhao, H., Zheng, Y.
Published 2021

Generalized Fixation Invariant Nuclei Detection through Domain Adaptation Based Deep Learning

by Bova, G.S, Hognas, G., Ruusuvuori, P., Valkonen, M.
Published 2021

Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study

by Alilou, M., Armitage, K., Bera, K., Fu, P., Furin, J., Gilkeson, R., Gupta, A., Hiremath, A., Ji, M., Lu, C., Madabhushi, A., Vaidya, P., Yuan, L.
Published 2021

A Lightweight CNN Model for Detecting Respiratory Diseases from Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram

by Ali, S.N, Bhuiyan, M.I.H, Hasan, T., Shuvo, S.B, Swapnil, S.I
Published 2021

Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis

by Grange, B., Jallades, L., Maurin, E., Paragios, N., Sahasrabudhe, M., Sujobert, P., Vakalopoulou, M., Zacharaki, E.I
Published 2021

Measuring Domain Shift for Deep Learning in Histopathology

by Eilertsen, G., Lundstrom, C., Stacke, K., Unger, J.
Published 2021

CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection

by McLoughlin, I., Mertins, A., Palaniappan, R., Pham, L., Phan, H.
Published 2021

Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images

by Jin, Q., Li, J., Liu, J., Sun, L., Wang, J., Wang, S., Wang, Y.
Published 2021

Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma

by Arola, J., Bychkov, D., Haglund, C., Kucukel, H., Linder, N., Lundin, J., Stenman, S.
Published 2021

Integration of CNN, CBMIR, and Visualization Techniques for Diagnosis and Quantification of Covid-19 Disease

by Alizadeh, M., Chen, Y.-W, Foruzan, A.H, Mohagheghi, S., Safavi, S.M
Published 2021

A Spatio-Temporal Attention-Based Model for Infant Movement Assessment from Videos

by Badawi, N., Le, V., Morgan, C., Nguyen-Thai, B., Tran, T., Venkatesh, S.
Published 2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video

by Akbarzadeh, S., Awais, M., Chen, W., Dudink, J., Farooq Abbasi, S., Long, X., Lu, C., Wang, L., Wang, X., Yin, B., Zhang, J.
Published 2021

Distant Domain Transfer Learning for Medical Imaging

by Liu, M., Liu, Y., Niu, S., Song, H., Wang, J.
Published 2021

Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning

by Bonnington, P., Ge, Z., Ju, L., Lu, H., Mahapatra, D., Wang, X., Zhao, X.
Published 2021

Limitations of Transformers on Clinical Text Classification

by Alawad, M., Coyle, L., Doherty, J., Durbin, E.B, Gao, S., Gounley, J., Schaefferkoetter, N., Stroup, A., Tourassi, G., Wu, X.-C, Yoon, H.J, Young, M.T
Published 2021