Measuring Domain Shift for Deep Learning in Histopathology

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

A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images

by Azghadi, M.R, Flavell, C.A, Lammie, C., Laradji, I.H, Saleh, A., Vazquez, D.
Published 2021

Single-Phase Grounding Fault Types Identification Based on Multi-Feature Transformation and Fusion

by Fan, M., Meng, X., Xia, J., Zhang, K.
Published 2022

Unobtrusive Pain Monitoring in Older Adults with Dementia Using Pairwise and Contrastive Training

by Hadjistavropoulos, T., Moturu, A., Prkachin, K.M, Rezaei, S., Taati, B., Zhao, S.
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

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

R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method

by Kadam, P., Kuo, C.-C.J, Liu, S., Zhang, M.
Published 2022

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

by Jenssen, R., Kampffmeyer, M., Mikalsen, K.O, Revhaug, A., Wickstrom, K.
Published 2021

Forecasting the Total South African Unplanned Capability Loss Factor Using an Ensemble of Deep Learning Techniques

by Hasan, A.N, Motepe, S., Shongwe, T.
Published 2022

Forecasting the Total South African Unplanned Capability Loss Factor Using an Ensemble of Deep Learning Techniques

by Hasan, A.N, Motepe, S., Shongwe, T.
Published 2022

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

Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head

by Li, Y., Li, Y., Tian, H.
Published 2021

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning

by Cabon, S., Carrault, G., Poree, F., Simon, A., Weber, R.
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

Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification

by Gu, M., Maier, A., Ravikumar, N., Vesal, S.
Published 2021

Cascaded Static and Dynamic Local Feature Extractions for Face Sketch to Photo Matching

by Setumin, S., Suandi, S.A
Published 2019

FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning

by Hussain, A., Scardapane, S., Spinelli, I., Uncini, A.
Published 2022

A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation from EEG Signals

by Afshar, S., Boostani, R., Sanei, S.
Published 2021

Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-Ray Images

by Bhowal, P., Geem, Z.W, Sarkar, R., Sen, S., Yoon, J.H
Published 2021

Estimation of Apnea-Hypopnea Index Using Deep Learning on 3-D Craniofacial Scans

by Blackman, A., Hanif, U., Jennum, P., Kushida, C.A, Leary, E., Liu, S., Mignot, E., Morse, A.M, Paulsen, R., Schneider, L., Schweitzer, P., Sorensen, H.
Published 2021