A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation

18 October 2018

Papers citing "A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation"

50 / 150 papers shown

Title
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT S. Das Sushmita Mitra B. Uma Shankar 12 3 0 23 Dec 2022
MM811 Project Report: Cloud Detection and Removal in Satellite Images D. Chen-Song E. Khalaji Vaishali Rani 19 0 0 21 Dec 2022
Audio Denoising for Robust Audio Fingerprinting Kamil Akesbi 21 3 0 21 Dec 2022
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time Elena Burceanu Marius Leordeanu VOS 34 0 0 15 Dec 2022
Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images Daria Frolova A. Vasiliuk Mikhail Belyaev B. Shirokikh OOD 29 1 0 13 Dec 2022
Performance evaluation of deep segmentation models for Contrails detection Akshat Bhandari Sriya Rallabandi Sanchit Singhal Aditya Kasliwal Pratinav Seth 22 0 0 27 Nov 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 28 265 0 27 Nov 2022
Feature-aggregated spatiotemporal spine surface estimation for wearable patch ultrasound volumetric imaging Baichuan Jiang Keshuai Xu A. Moghekar Peter Kazanzides Emad M. Boctor 23 3 0 11 Nov 2022
Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images Jianye Yi Xiaopin Zhong Weixiang Liu Zongze Wu Yuanlong Deng Zhengguang Wu 34 0 0 10 Nov 2022
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model K. Mantha Ramanakumar Sankar Yu-Bang Zheng Lucy Fortson T. Pengo ... L. Trouille Jarrett E. K. Byrnes I. Rosenthal H. Houskeeper K. Cavanaugh 64 3 0 08 Nov 2022
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation Gongping Chen Lu Zhou Jianxun Zhang Xiaotao Yin Liang Cui Yu Dai 19 19 0 05 Nov 2022
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation P. M. Kazaj MohammadHossein Koosheshi Alireza Shahedi A. V. Sadr SSeg 18 7 0 28 Oct 2022
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Chang-Tien Lu OOD BDL CML MedIm 26 0 0 28 Oct 2022
Full-scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions Pallab Dutta S. Mitra MedIm 20 3 0 27 Oct 2022
Masked Supervised Learning for Semantic Segmentation H. Zunair A. Ben Hamza 24 6 0 03 Oct 2022
Online pseudo labeling for polyp segmentation with momentum networks Toan Pham Van Linh Doan Bao Thanh-Tung Nguyen Duc Trung Tran Quan Nguyen D. V. Sang 36 5 0 29 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 35 11 0 21 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 21 66 0 15 Sep 2022
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain Mostafa Mehdipour-Ghazi Mads Nielsen OOD 30 11 0 30 Aug 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 33 18 0 27 Aug 2022
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging Hana Haseljić S. Chatterjee R. Frysch V. Kulvait V. Semshchikov ... Inga Brüsch T. Werncke Oliver Speck A. Nürnberger G. Rose OOD 35 2 0 20 Jul 2022
Segmenting white matter hyperintensities on isotropic three-dimensional Fluid Attenuated Inversion Recovery magnetic resonance images: Assessing deep learning tools on norwegian imaging database M. Røvang P. Selnes B. MacIntosh I. Groote Lene Paalhaugen Sudre Carole T. Fladby A. Bjørnerud 24 1 0 18 Jul 2022
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN R. V. Bergen Jean-Francois Rajotte F. Yousefirizi Arman Rahmim R. Ng MedIm 25 1 0 13 Jun 2022
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs S. Rajaraman Feng Yang Ghada Zamzmi Peng Guo Z. Xue Sameer Kiran Antani 17 2 0 13 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 39 82 0 01 Jun 2022
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data E. M. Thompson A. Ranieri S. Biasotti Miguel Chicchon I. Sipiran Minh Pham Thang-Long Nguyen-Ho Hai-Dang Nguyen M. Tran 20 20 0 26 May 2022
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 33 142 0 26 Apr 2022
Autonomous crater detection on asteroids using a fully-convolutional neural network F. Latorre D. Spiller F. Curti 11 18 0 01 Apr 2022
Category Guided Attention Network for Brain Tumor Segmentation in MRI Jiangyun Li Hong Yu Chen Chen Meng Ding Sen Zha 17 13 0 29 Mar 2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation Hritam Basak Rohit Kundu R. Sarkar 27 67 0 27 Mar 2022
Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection Luca Tomasetti M. Khanmohammadi K. Engan Liv Jorunn Høllesli K. D. Kurz 20 5 0 18 Mar 2022
Nuclei instance segmentation and classification in histopathology images with StarDist Martin Weigert Uwe Schmidt 21 49 0 03 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 24 30 0 28 Feb 2022
A Graphical Approach For Brain Haemorrhage Segmentation N. Mehendale Pragya Gupta Nishant Rajadhyaksha Ansh Dagha Mihir Hundiwala Aditi Paretkar Sakshi Chavan Tanmay Mishra 8 2 0 14 Feb 2022
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Dominik Muller Iñaki Soto Rey Frank Kramer 40 278 0 10 Feb 2022
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 18 8 0 24 Dec 2021
Distribution-aware Margin Calibration for Semantic Segmentation in Images Litao Yu Zhibin Li Min Xu Yongsheng Gao Jiebo Luo Jian Zhang 12 15 0 21 Dec 2021
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Sun-Beom Hong A. Bonkhoff Andrew Hoopes Martin Bretzner M. Schirmer A. Giese Adrian V. Dalca Polina Golland N. Rost UQCV 30 7 0 13 Dec 2021
Interactive segmentation using U-Net with weight map and dynamic user interactions Ragavie Pirabaharan N. Khan 14 2 0 18 Nov 2021
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism G. Jignesh Chowdary Ganesh V S N Durga Yathisha G. Suganya M. Premalatha MedIm 36 6 0 16 Nov 2021
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention Emmanuelle Bourigault Daniel R. McGowan A. Mehranian Bartlomiej W. Papie.z 46 22 0 06 Nov 2021
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation Michael Yeung L. Rundo Yang Nan Evis Sala Carola-Bibiane Schönlieb Guang Yang UQCV 25 30 0 31 Oct 2021
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning Priyam Mehta 18 0 0 12 Oct 2021
Multi-loss ensemble deep learning for chest X-ray classification S. Rajaraman Ghada Zamzmi Sameer Kiran Antani 24 1 0 29 Sep 2021
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation A. Makarevich Azade Farshad Vasileios Belagiannis Nassir Navab 49 10 0 18 Sep 2021
SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation R. Ammu N. Sinha 11 1 0 08 Sep 2021
High-speed object detection with a single-photon time-of-flight image sensor Germán Mora-Martín A. Turpin Alice Ruget Abderrahim Halimi R. K. Henderson Jonathan Leach I. Gyongy 16 21 0 28 Jul 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 15 224 0 26 Jul 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 133 69 0 11 Jul 2021
COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans Nastaran Enshaei A. Oikonomou M. Rafiee Parnian Afshar Shahin Heidarian Arash Mohammadi Konstantinos N. Plataniotis F. Naderkhani 24 4 0 04 Jul 2021