Debesh Jha
Debesh Jha
Simula, SimulaMet and UiT The Arctic University of Norway
Bestätigte E-Mail-Adresse bei simula.no - Startseite
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Zitiert von
Zitiert von
Jahr
Kvasir-seg: A segmented polyp dataset
D Jha, PH Smedsrud, MA Riegler, P Halvorsen, T de Lange, D Johansen, ...
International Conference on Multimedia Modeling, 451-462, 2020
622020
Diagnosis of Alzheimer’s Disease Using Dual-tree Complex Wavelet Transform, PCA, and Feed-forward Neural Network
D Jha, JI Kim, GR Kwon
Journal of Healthcare Engineering 2017, 13 pages, 2017
462017
Resunet++: An advanced architecture for medical image segmentation
D Jha, PH Smedsrud, MA Riegler, D Johansen, T De Lange, P Halvorsen, ...
2019 IEEE International Symposium on Multimedia (ISM), 225-2255, 2019
412019
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
H Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha, SL Eskeland, ...
Scientific Data 7 (1), 1-14, 2020
302020
Doubleu-net: A deep convolutional neural network for medical image segmentation
D Jha, MA Riegler, D Johansen, P Halvorsen, HD Johansen
2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020
292020
Alzheimer's Disease Detection Using Sparse Autoencoder, Scale Conjugate Gradient and Softmax Output Layer with Fine Tuning
D Jha, K Goo-Rak
International Journal of Machine Learning and Computing 7 (1), 13-17, 2017
192017
The medico-task 2018: Disease detection in the gastrointestinal tract using global features and deep learning
V Thambawita, D Jha, M Riegler, P Halvorsen, HL Hammer, ...
arXiv preprint arXiv:1810.13278, 2018
142018
Alzheimer disease detection in MRI using curvelet transform with KNN
D Jha, GR Kwon
Journal of Korean Institute of Information Technology 14 (8), 121-129, 2016
132016
An extensive study on cross-dataset bias and evaluation metrics interpretation for machine learning applied to gastrointestinal tract abnormality classification
V Thambawita, D Jha, HL Hammer, HD Johansen, D Johansen, ...
ACM Transactions on Computing for Healthcare 1 (3), 1-29, 2020
122020
Pathological Brain Detection Using Weiner Filtering, 2D-Discrete Wavelet Transform, Probabilistic PCA, and Random Subspace Ensemble Classifier
D Jha, JI Kim, MR Choi, GR Kwon
Computational Intelligence and Neuroscience 2017, 11, 2017
122017
Robust medical instrument segmentation challenge 2019
T Ross, A Reinke, PM Full, M Wagner, H Kenngott, M Apitz, H Hempe, ...
arXiv preprint arXiv:2003.10299, 2020
112020
Alzheimer’s Disease Detection Using Extreme Learning Machine, Complex Dual Tree Wavelet Principal Coefficients and Linear Discriminant Analysis
D Jha, S Alam, JY Pyun, KH Lee, GR Kwon
Journal of Medical Imaging and Health informatics 8 (5), 881-890, 2018
112018
Real-time polyp detection, localization and segmentation in colonoscopy using deep learning
D Jha, S Ali, NK Tomar, HD Johansen, D Johansen, J Rittscher, ...
Ieee Access 9, 40496-40510, 2021
102021
Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge
T Roß, A Reinke, PM Full, M Wagner, H Kenngott, M Apitz, H Hempe, ...
Medical image analysis 70, 101920, 2021
82021
Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation
D Jha, SA Hicks, K Emanuelsen, H Johansen, D Johansen, T de Lange, ...
arXiv preprint arXiv:2012.15244, 2020
82020
The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy.
SA Hicks, D Jha, V Thambawita, P Halvorsen, HL Hammer, MA Riegler
ICPR Workshops (8), 263-274, 2020
62020
Kvasir-Capsule, a video capsule endoscopy dataset
PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...
Scientific Data 8 (1), 1-10, 2021
52021
A comprehensive study on colorectal polyp segmentation with ResUNet++, conditional random field and test-time augmentation
D Jha, PH Smedsrud, D Johansen, T de Lange, HD Johansen, ...
IEEE journal of biomedical and health informatics 25 (6), 2029-2040, 2021
52021
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
D Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ...
International Conference on Multimedia Modeling, 218-229, 2021
42021
DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation
NK Tomar, D Jha, S Ali, HD Johansen, D Johansen, MA Riegler, ...
arXiv preprint arXiv:2012.15245, 2020
32020
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