Deep Learning with Conformal Prediction for Hierarchical Analysis of Large-Scale Whole-Slide Tissue Images

by Friden, M., Harrison, P.J, Jackson, S., Karlsson, J., Skogberg, G., Spjuth, O., Wahlby, C., Wieslander, H.
Published 2021

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

Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks

by Ahn, S., Bae, H., Paek, Y., Yi, H., Yoon, S.
Published 2022

Inferring Respiratory and Circulatory Parameters from Electrical Impedance Tomography with Deep Recurrent Models

by Becher, T., Frerichs, I., Strodthoff, C., Strodthoff, N., Weiler, N.
Published 2021

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network

by Chen, H., Jiang, Y., Ko, H., Loew, M.
Published 2021

Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation

by Liao, Q., Xing, J., Yuan, L., Zhang, J., Zhang, Y., Zhu, H.
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 Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients with Underlying Health Conditions: A Multicenter Study

by Bai, Y., Dong, D., Hu, Y., Huang, Y., Li, H., Li, L., Liu, S., Lu, L., Qiu, X., Tian, J., Wang, M., Wang, S., Yu, X., Zha, Y.
Published 2021

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

by Antani, S., Jaeger, S., Kassim, Y.M, Maude, R.J, Palaniappan, K., Palaniappan, N., Poostchi, M., Yang, F.
Published 2021

Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation

by Bi, L., Fu, X., Fulham, M., Kim, J., Kumar, A.
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

Category guided attention network for brain tumor segmentation in MRI

by Chen, C., Ding, M., Li, J., Yu, H., Zha, S.
Published 2022

COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring

by Amer, R., Frid-Adar, M., Gozes, O., Greenspan, H., Nassar, J.
Published 2021

A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection without Segmentation

by Denman, S., Dissanayake, T., Fernando, T., Fookes, C., Ghaemmaghami, H., Sridharan, S.
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