ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1707.03237
  4. Cited By
Generalised Dice overlap as a deep learning loss function for highly
  unbalanced segmentations

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations

11 July 2017
Carole H Sudre
Wenqi Li
Tom Kamiel Magda Vercauteren
Sébastien Ourselin
M. Jorge Cardoso
    SSeg
ArXivPDFHTML

Papers citing "Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations"

50 / 609 papers shown
Title
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
Tobias Clement
Truong Thanh Hung Nguyen
Mohamed Abdelaal
Hung Cao
20
1
0
18 Jan 2024
Seeing the Unseen: Visual Common Sense for Semantic Placement
Seeing the Unseen: Visual Common Sense for Semantic Placement
Ram Ramrakhya
Aniruddha Kembhavi
Dhruv Batra
Z. Kira
Kuo-Hao Zeng
Luca Weihs
VLM
46
5
0
15 Jan 2024
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
Marina Ruiz-Perez
Sergio Morell-Ortega
Marien Gadea
Roberto Vivó Hernando
Gregorio Rubio
F. Aparici-Robles
M. Iglesia-Vayá
T. Tourdias
Pierrick Coupé
J. V. Manjón
22
0
0
15 Jan 2024
A Study on Self-Supervised Pretraining for Vision Problems in
  Gastrointestinal Endoscopy
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy
Edward Sanderson
B. Matuszewski
25
2
0
11 Jan 2024
Automatic UAV-based Airport Pavement Inspection Using Mixed Real and
  Virtual Scenarios
Automatic UAV-based Airport Pavement Inspection Using Mixed Real and Virtual Scenarios
Pablo Alonso
Jon Ander Iñiguez de Gordoa
J. Ortega
Sara García
Francisco Javier Iriarte
Marcos Nieto
19
2
0
11 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action
  Recognition on Robot-Assisted Radical Prostatectomy Challenge
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
Dimitrios Psychogyios
Emanuele Colleoni
Beatrice van Amsterdam
Chih-Yang Li
Shu-Yu Huang
...
Santiago Rodriguez
Juanita Puentes
Pablo Arbelaez
Omid Mohareri
Danail Stoyanov
48
24
0
31 Dec 2023
SoftCTM: Cell detection by soft instance segmentation and consideration
  of cell-tissue interaction
SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction
Lydia A. Schoenpflug
V. Koelzer
24
2
0
19 Dec 2023
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework
  on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous
  Modalities
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities
Runwei Guan
Haocheng Zhao
Shanliang Yao
Ka Lok Man
Xiaohui Zhu
...
Yong Yue
Jeremy S. Smith
Eng Gee Lim
Weiping Ding
Yutao Yue
25
4
0
14 Dec 2023
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM
Chong Zhou
Xiangtai Li
Chen Change Loy
Bo Dai
VLM
30
44
0
11 Dec 2023
A dynamic interactive learning framework for automated 3D medical image
  segmentation
A dynamic interactive learning framework for automated 3D medical image segmentation
Mu Tian
Xiaohui Chen
Yi Gao
25
0
0
11 Dec 2023
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic
  Segmentation
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation
Hui Xie
Weiyu Xu
Ya Xing Wang
John Buatti
Xiaodong Wu
SSeg
26
1
0
07 Dec 2023
MEDPSeg: Hierarchical polymorphic multitask learning for the
  segmentation of ground-glass opacities, consolidation, and pulmonary
  structures on computed tomography
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography
Diedre S. Carmo
Jean Ribeiro
A. Comellas
Joseph M. Reinhardt
S. Gerard
Letícia Rittner
R.A. Lotufo
37
2
0
04 Dec 2023
Open-vocabulary object 6D pose estimation
Open-vocabulary object 6D pose estimation
Jaime Corsetti
Davide Boscaini
Changjae Oh
Andrea Cavallaro
Fabio Poiesi
28
10
0
01 Dec 2023
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing
Natalia Soboleva
Olga Gorbunova
Maria Ivanova
Evgeny Burnaev
Matthias Nießner
Denis Zorin
Alexey Artemov
23
0
0
30 Nov 2023
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation
Lu Han
Xu-Yang Chen
Han-Jia Ye
De-Chuan Zhan
50
0
0
30 Nov 2023
Semi-supervised Segmentation of Histopathology Images with Noise-Aware
  Topological Consistency
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
Meilong Xu
Xiaoling Hu
Saumya Gupta
Shahira Abousamra
Chao Chen
35
6
0
28 Nov 2023
Small and Dim Target Detection in IR Imagery: A Review
Small and Dim Target Detection in IR Imagery: A Review
Nikhil Kumar
Pravendra Singh
ObjD
35
4
0
27 Nov 2023
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer
  Detection
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection
Reza Basiri
M. Popovic
Shehroz S. Khan
21
3
0
27 Nov 2023
SEGIC: Unleashing the Emergent Correspondence for In-Context
  Segmentation
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation
Lingchen Meng
Shiyi Lan
Hengduo Li
Jose M. Alvarez
Zuxuan Wu
Yu-Gang Jiang
VLM
ISeg
MLLM
28
6
0
24 Nov 2023
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on
  Segmentation Models
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models
Francesco Croce
Matthias Hein
VLM
35
3
0
24 Nov 2023
Shape-Sensitive Loss for Catheter and Guidewire Segmentation
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
Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment
  Anything Model
Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model
Zhaoyang Ma
Xupeng He
Shuyu Sun
Bicheng Yan
Hyung Kwak
Jun Gao
33
5
0
17 Nov 2023
Multi-task learning for joint weakly-supervised segmentation and aortic
  arch anomaly classification in fetal cardiac MRI
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI
Paula Ramirez Gilliland
A. Uus
Milou P. M. van Poppel
I. Grigorescu
J. Steinweg
David F. A. Lloyd
K. Pushparajah
Andrew P. King
Maria Deprez
23
1
0
13 Nov 2023
PerceptionGPT: Effectively Fusing Visual Perception into LLM
PerceptionGPT: Effectively Fusing Visual Perception into LLM
Renjie Pi
Lewei Yao
Jiahui Gao
Jipeng Zhang
Tong Zhang
MLLM
28
31
0
11 Nov 2023
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain
  Generalization in Medical Image Segmentation
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation
Zanting Ye
24
2
0
05 Nov 2023
Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint
  Extraction from LiDAR Data with Limited Annotations
Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations
Anuja Vats
David Völgyes
Martijn Vermeer
Marius Pedersen
Kiran Raja
D. Fantin
Jacob Alexander Hay
SSL
38
3
0
02 Nov 2023
ProcNet: Deep Predictive Coding Model for Robust-to-occlusion Visual
  Segmentation and Pose Estimation
ProcNet: Deep Predictive Coding Model for Robust-to-occlusion Visual Segmentation and Pose Estimation
Michael Zechmair
Alban Bornet
Yannick Morel
19
0
0
27 Oct 2023
Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type
  Segmentation
Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation
Rafael Pires de Lima
Behzad Vahedi
Morteza Karimzadeh
11
0
0
26 Oct 2023
Online Detection of AI-Generated Images
Online Detection of AI-Generated Images
David C. Epstein
Ishan Jain
Oliver Wang
Richard Y. Zhang
35
53
0
23 Oct 2023
BiomedJourney: Counterfactual Biomedical Image Generation by
  Instruction-Learning from Multimodal Patient Journeys
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys
Yu Gu
Jianwei Yang
Naoto Usuyama
Chun-yue Li
Sheng Zhang
M. Lungren
Jianfeng Gao
Hoifung Poon
MedIm
30
22
0
16 Oct 2023
Automatic segmentation of lung findings in CT and application to Long
  COVID
Automatic segmentation of lung findings in CT and application to Long COVID
Diedre S. Carmo
R. Tudas
A. Comellas
Letícia Rittner
R.A. Lotufo
Joseph M. Reinhardt
S. Gerard
32
1
0
13 Oct 2023
A Deep Learning Framework for Spatiotemporal Ultrasound Localization
  Microscopy
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy
Léo Milecki
Jonathan Porée
H. Belgharbi
Chloé Bourquin
R. Damseh
P. Delafontaine-Martel
F. Lesage
Maxime Gasse
Jean Provost
29
62
0
12 Oct 2023
Combining Datasets with Different Label Sets for Improved Nucleus
  Segmentation and Classification
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
37
1
0
05 Oct 2023
Joint inversion of Time-Lapse Surface Gravity and Seismic Data for
  Monitoring of 3D CO$_2$ Plumes via Deep Learning
Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO2_22​ Plumes via Deep Learning
A. Celaya
Mauricio Araya-Polo
44
1
0
24 Sep 2023
Generalized Dice Focal Loss trained 3D Residual UNet for Automated
  Lesion Segmentation in Whole-Body FDG PET/CT Images
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images
Shadab Ahamed
Arman Rahmim
3DPC
MedIm
24
2
0
24 Sep 2023
Detect Everything with Few Examples
Detect Everything with Few Examples
Xinyu Zhang
Yuting Wang
Abdeslam Boularias
ObjD
VLM
32
13
0
22 Sep 2023
URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground
  Traversability Estimation for Off-road Environments
URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road Environments
Charles Moore
Shaswata Mitra
Nisha Pillai
Marc Moore
Sudip Mittal
Cindy Bethel
Jingdao Chen
49
4
0
15 Sep 2023
Morphologically-Aware Consensus Computation via Heuristics-based
  IterATive Optimization (MACCHIatO)
Morphologically-Aware Consensus Computation via Heuristics-based IterATive Optimization (MACCHIatO)
Dimitri Hamzaoui
S. Montagne
R. Renard-Penna
N. Ayache
H. Delingette
29
0
0
14 Sep 2023
Building Footprint Extraction in Dense Areas using Super Resolution and
  Frame Field Learning
Building Footprint Extraction in Dense Areas using Super Resolution and Frame Field Learning
Vuong Nguyen
Anh Ho
Duc Anh Vu
Nguyen Thi Ngoc Anh
Tran Ngoc Thang
27
3
0
04 Sep 2023
AB2CD: AI for Building Climate Damage Classification and Detection
AB2CD: AI for Building Climate Damage Classification and Detection
Maximilian Nitsche
S. K. Mukkavilli
Niklas Kühl
Thomas Brunschwiler
16
0
0
03 Sep 2023
dacl10k: Benchmark for Semantic Bridge Damage Segmentation
dacl10k: Benchmark for Semantic Bridge Damage Segmentation
Johannes Flotzinger
Philipp J. Rösch
T. Braml
15
7
0
01 Sep 2023
Affordance segmentation of hand-occluded containers from exocentric
  images
Affordance segmentation of hand-occluded containers from exocentric images
Tommaso Apicella
Alessio Xompero
E. Ragusa
Riccardo Berta
Andrea Cavallaro
Paolo Gastaldo
38
1
0
22 Aug 2023
Prediction of post-radiotherapy recurrence volumes in head and neck
  squamous cell carcinoma using 3D U-Net segmentation
Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation
Denis Kutnár
I. Vogelius
K. Håkansson
Jens Petersen
J. Friborg
L. Specht
M. Bernsdorf
A. Gothelf
C. Kristensen
Abraham George Smith
8
0
0
16 Aug 2023
Automated ensemble method for pediatric brain tumor segmentation
Automated ensemble method for pediatric brain tumor segmentation
Shashidhar Reddy Javaji
Sovesh Mohapatra
Advait Gosai
G. Schlaug
26
0
0
14 Aug 2023
Weakly supervised segmentation of intracranial aneurysms using a novel
  3D focal modulation UNet
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet
Amir Rasoulian
Arash Harirpoush
Soorena Salari
Yiming Xiao
29
1
0
06 Aug 2023
Local-Global Temporal Fusion Network with an Attention Mechanism for
  Multiple and Multiclass Arrhythmia Classification
Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification
Y. Kim
Minji Lee
Kunwook Jo
Hee Seok Song
Seong-Whan Lee
21
0
0
03 Aug 2023
Multi-task learning for classification, segmentation, reconstruction,
  and detection on chest CT scans
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans
Weronika Hryniewska-Guzik
Maria Kkedzierska
P. Biecek
21
1
0
02 Aug 2023
Boundary Difference Over Union Loss For Medical Image Segmentation
Boundary Difference Over Union Loss For Medical Image Segmentation
F. Sun
Zhiming Luo
Shaozi Li
29
22
0
01 Aug 2023
Deepfake Image Generation for Improved Brain Tumor Segmentation
Deepfake Image Generation for Improved Brain Tumor Segmentation
Roaá Al-Emaryeen
Sara Al-Nahhas
Fatima Himour
W. Mahafza
Omar Sultan Al-Kadi
MedIm
16
2
0
26 Jul 2023
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for
  Deep Learning in Microscopy
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy
L. Clissa
A. Macaluso
R. Morelli
A. Occhinegro
E. Piscitiello
...
R. Amici
M. Cerri
T. Hitrec
L. Rinaldi
A. Zoccoli
3DV
27
3
0
26 Jul 2023
Previous
12345...111213
Next