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
G-MSGINet: A Grouped Multi-Scale Graph-Involution Network for Contactless Fingerprint Recognition Santhoshkumar Peddi Soham Bandyopadhyay Debasis Samanta 37 0 0 13 May 2025
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation Rayan Merghani Ahmed Adnan Iltaf Mohamed Elmanna Gang Zhao Hongliang Li Yue Du Bin Li Shoujun Zhou 170 0 0 07 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation Bashir Alam Masa Cirkovic Mete Harun Akcay Md Kaf Shahrier S. Lafond Hergys Rexha Kurt Benke Sepinoud Azimi J. Arslan 30 0 0 06 Apr 2025
Semantic segmentation of forest stands using deep learning Håkon Næss Sandum Hans Ole Ørka Oliver Tomic E. Næsset T. Gobakken 36 0 0 03 Apr 2025
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification Yang Yang Xijie Xu Yixun Zhou Jie Zheng ViT 38 0 0 01 Apr 2025
Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure F. Brooks Rucha Deshpande MedIm 42 0 0 28 Mar 2025
Boundary-Emphasized Weight Maps for Distal Airway Segmentation Ali Keshavarzi Elsa Angelini 29 0 0 28 Feb 2025
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation Huiyu Li Xiabi Liu Said Boumaraf Xiaopeng Gong Donghai Liao Xiaohong Ma 3DV MedIm 73 9 0 17 Jan 2025
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications R. Hussain Mohsen Amini Salehi FedML 33 0 0 24 Sep 2024
PaveSAM Segment Anything for Pavement Distress Neema Jakisa Owor Y. Adu-Gyamfi Armstrong Aboah M. Amo-Boateng VLM 46 5 0 11 Sep 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Shehan Perera Yunus Erzurumlu Deepak Gulati Alper Yilmaz ViT MedIm 37 0 0 04 Sep 2024
Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images Subin Sahayam John Michael Sujay Zakkam Yoga Sri Varshan V Umarani Jayaraman 27 0 0 21 Aug 2024
Beat this! Accurate beat tracking without DBN postprocessing Francesco Foscarin Jan Schluter Gerhard Widmer 49 5 0 31 Jul 2024
SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss Chethan Radhakrishna K. Chintalapati Sri Chandana Hudukula Ram Kumar Raviteja Sutrave Hendrik Mattern Oliver Speck Andreas Nürnberger S. Chatterjee 27 0 0 11 Jul 2024
NMGrad: Advancing Histopathological Bladder Cancer Grading with Weakly Supervised Deep Learning Saul Fuster Umay Kiraz T. Eftestøl Emiel A. M. Janssen K. Engan 34 1 0 24 May 2024
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images Saul Fuster Farbod Khoraminia Julio Silva-Rodríguez Umay Kiraz Geert J.L.H. Leenders T. Eftestøl Valery Naranjo Emiel A. M. Janssen T. Zuiverloon K. Engan MedIm 26 0 0 24 May 2024
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation P. Singh Jacopo Cirrone 16 0 0 04 Feb 2024
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets Lei Xu Moncef Gabbouj GAN 32 1 0 03 Feb 2024
Datacube segmentation via Deep Spectral Clustering A. Bombini Fernando García-Avello Bofías Caterina Bracci Michele Ginolfi Chiara Ruberto 90 1 0 31 Jan 2024
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Michael R. H. Vorndran Bernhard F. Roeck VLM ISeg UQCV 39 3 0 25 Jan 2024
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation S. Chatterjee Franziska Gaidzik Alessandro Sciarra Hendrik Mattern G. Janiga Oliver Speck Andreas Nürnberger S. Pathiraja 52 0 0 25 Dec 2023
SLP-Net:An efficient lightweight network for segmentation of skin lesions Bo Yang Hong Peng Chenggang Guo Xiaohui Luo Jun Wang Xianzhong Long 18 0 0 20 Dec 2023
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net Arnela Hadzic B. Kirnbauer Darko Štern M. Urschler 29 2 0 19 Dec 2023
All Attention U-NET for Semantic Segmentation of Intracranial Hemorrhages In Head CT Images Chia Shuo Chang T. Chang Jiun-Lin Yan L. Ko 19 3 0 16 Dec 2023
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Reza Azad Moein Heidary Kadir Yilmaz Michael Huttemann Sanaz Karimijafarbigloo Yuli Wu Anke Schmeink Dorit Merhof VLM SSeg 44 18 0 08 Dec 2023
TCuPGAN: A novel framework developed for optimizing human-machine interactions in citizen science Ramanakumar Sankar K. Mantha Lucy Fortson Helen Spiers T. Pengo ... Myat Mo Mark Sanders Trace Christensen Jeffrey L. Salisbury L. Trouille 25 2 0 23 Nov 2023
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation Guoqing Liu Yu Guo Caiying Wu Guoqing Chen Barintag Saheya Qiyu Jin SSeg 25 4 0 21 Nov 2023
Shape-Sensitive Loss for Catheter and Guidewire Segmentation Chayun Kongtongvattana Baoru Huang Jingxuan Kang Hoan Nguyen Olajide Olufemi Anh Nguyen MedIm 19 4 0 19 Nov 2023
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification Amruta Parulekar Utkarsh Kanwat R. Gupta Medha Chippa Thomas Jacob Tripti Bameta Swapnil Rane Amit Sethi AI4CE 35 1 0 05 Oct 2023
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds Matthias Zeller Vardeep S. Sandhu Benedikt Mersch D. Hristopulos Michael Heidingsfeld Cyrill Stachniss 29 9 0 28 Sep 2023
Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissue Amaya Gallagher-Syed Abbas Khan F. Rivellese C. Pitzalis M. Lewis Gregory Slabaugh Michael Barnes 13 2 0 13 Sep 2023
An FPGA smart camera implementation of segmentation models for drone wildfire imagery Eduardo Garduño J. Ciprián-Sánchez Miguel González-Mendoza Valente Vazquez-Garcia Gerardo Rodriguez-Hernandez Adriana Palacios-Rosas Lucile Rossi-Tisson Gilberto Ochoa-Ruiz 15 4 0 04 Sep 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 30 24 0 29 Jul 2023
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation Nhi Kieu Kien Nguyen Sridha Sridharan Clinton Fookes ViT 46 3 0 07 Jul 2023
Tomato Maturity Recognition with Convolutional Transformers Asim Khan Taimur Hassan Muhammad Shafay Israa Fahmy Naoufel Werghi Seneviratne Mudigansalage Irfan Hussain ViT 42 24 0 04 Jul 2023
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Fabian Horst Moritz Rempe Lukas Heine C. Seibold J. Keyl ... S. Ugurel J. Siveke Barbara Grünwald Jan Egger Jens Kleesiek MedIm ViT 20 89 0 27 Jun 2023
Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation Paolo Iacono N. Khan OOD MedIm 40 4 0 18 Apr 2023
Detection Transformer with Stable Matching Siyi Liu Tianhe Ren Jia-Yu Chen Zhaoyang Zeng Hao Zhang ... Hongyang Li Jun Huang Hang Su Jun Zhu Lei Zhang 33 34 0 10 Apr 2023
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Zifu Wang Teodora Popordanoska J. Bertels Robin Lemmens Matthew B. Blaschko 32 10 0 28 Mar 2023
CT Perfusion is All We Need: 4D CNN Segmentation of Penumbra and Core in Patients With Suspected Ischemic Stroke Luca Tomasetti K. Engan Liv Jorunn Høllesli K. D. Kurz M. Khanmohammadi 28 2 0 15 Mar 2023
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation Xiaoyu Liu Linhao Qu Ziyue Xie Jiayue Zhao Yonghong Shi Zhijian Song 31 7 0 01 Mar 2023
Cross Modal Distillation for Flood Extent Mapping Shubhika Garg Ben Feinstein Shahar Timnat Vishal Batchu G. Dror Adi Gerzi Rosenthal Varun Gulshan 27 12 0 16 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 32 12 0 11 Feb 2023
Lithium Metal Battery Quality Control via Transformer-CNN Segmentation Jerome Quenum I. Zenyuk D. Ushizima MedIm 22 1 0 09 Feb 2023
Liver Segmentation in Time-resolved C-arm CT Volumes Reconstructed from Dynamic Perfusion Scans using Time Separation Technique S. Chatterjee Hana Haseljić R. Frysch V. Kulvait V. Semshchikov ... Inga Brüsch T. Werncke Oliver Speck A. Nürnberger G. Rose 38 0 0 09 Feb 2023
Optimized Hybrid Focal Margin Loss for Crack Segmentation Jiajie Chen 19 1 0 09 Feb 2023
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes MedIm 28 8 0 08 Feb 2023
Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation Aliasghar Mortazi V. Çiçek Elif Keles Ulas Bagci 43 11 0 05 Feb 2023
Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT Pallab Dutta S. Mitra 39 0 0 17 Jan 2023
Building Segmentation on Satellite Images and Performance of Post-Processing Methods Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 18 1 0 28 Dec 2022