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2011.08065
Cited By
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
Conference on Multimedia Modeling (MMM), 2020
23 October 2020
Debesh Jha
Sharib Ali
Krister Emanuelsen
Steven A. Hicks
VajiraThambawita
Enrique Garcia-Ceja
Michael A. Riegler
Thomas de Lange
P. Schmidt
H. Johansen
Dag Johansen
Pål Halvorsen
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Papers citing
"Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy"
48 / 48 papers shown
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Jingyi Liu
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Multi-Task Learning for Visually Grounded Reasoning in Gastrointestinal VQA
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Muhammad Annas Shaikh
Muhammad Haaris
Ramail Khan
Muhammad Atif Tahir
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284
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0
06 Nov 2025
Improved Segmentation of Polyps and Visual Explainability Analysis
Akwasi Asare
Ulas Bagci
Ulas Bagci
195
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0
17 Sep 2025
Medico 2025: Visual Question Answering for Gastrointestinal Imaging
Sushant Gautam
Vajira Thambawita
Michael A. Riegler
Pål Halvorsen
Steven A. Hicks
113
1
0
14 Aug 2025
MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
Wuyang Li
W. Pan
Xiaoyuan Liu
Zhendong Luo
Chenxin Li
Hengyu Liu
Din Ping Tsai
Mu Ku Chen
Yixuan Yuan
257
1
0
05 Aug 2025
Querying GI Endoscopy Images: A VQA Approach
Gaurav Parajuli
LM&MA
145
1
0
25 Jul 2025
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy
Sushant Gautam
Pål Halvorsen
Pål Halvorsen
354
8
0
11 Jun 2025
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
Shengyuan Liu
Boyun Zheng
Wenting Chen
Zhihao Peng
Zhenfei Yin
Jing Shao
Jiancong Hu
Yixuan Yuan
ELM
432
14
0
29 May 2025
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
Niccolo Avogaro
Thomas Frick
Yagmur G. Cinar
Daniel Caraballo
Cezary Skura
...
Cristiano Malossi
Konrad Schindler
Andrea Bartezzaghi
Roy Assaf
Mattia Rigotti
VLM
303
0
0
21 May 2025
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
Jingkun Yue
Siqi Zhang
Zinan Jia
Huihuan Xu
Zongbo Han
Xiaohong Liu
Guangyu Wang
VLM
375
6
0
17 May 2025
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Bidur Khanal
Sandesh Pokhrel
Sanjay Bhandari
Ramesh Rana
Nikesh Shrestha
Ram Bahadur Gurung
Cristian A. Linte
Angus Watson
Yash Raj Shrestha
Binod Bhattarai
VLM
387
5
0
11 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models
Mikhail Chaichuk
Sushant Gautam
Steven A. Hicks
Elena Tutubalina
DiffM
MedIm
528
0
0
08 May 2025
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
Niccolo Avogaro
Thomas Frick
Mattia Rigotti
Andrea Bartezzaghi
Filip M. Janicki
Cristiano Malossi
Konrad Schindler
Roy Assaf
MLLM
VLM
332
4
0
25 Mar 2025
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA
Conference and Labs of the Evaluation Forum (CLEF), 2025
Ojonugwa Oluwafemi Ejiga Peter
Md Mahmudur Rahman
Fahmi Khalifa
DiffM
MedIm
260
7
0
28 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review
Ufaq Khan
Umair Nawaz
A. Qayyum
Shazad Ashraf
Yutong Xie
Muhammad Haris Khan
Muhammad Bilal
Junaid Qadir
559
8
0
16 Feb 2025
Frontiers in Intelligent Colonoscopy
Ge-Peng Ji
Jingyi Liu
Peng Xu
Nick Barnes
Fahad Shahbaz Khan
Salman Khan
Deng-Ping Fan
484
15
0
22 Oct 2024
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks
Adrian Galdran
MedIm
228
3
0
06 Jun 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey
ICT express (IE), 2024
Rokas Gipiškis
Chun-Wei Tsai
Olga Kurasova
405
42
0
02 May 2024
MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model
Rajat Sahay
Andreas E. Savakis
MoE
278
6
0
01 May 2024
Adapting the Segment Anything Model During Usage in Novel Situations
Robin Schon
Julian Lorenz
K. Ludwig
Rainer Lienhart
VLM
274
11
0
12 Apr 2024
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Ege Özsoy
Chantal Pellegrini
Matthias Keicher
Nassir Navab
VLM
363
11
0
10 Apr 2024
Generative Medical Segmentation
Jiayu Huo
Ouyang Xi
Sébastien Ourselin
Rachel Sparks
MedIm
242
6
0
27 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation
Hao Tang
Lianglun Cheng
Guoheng Huang
Zhengguang Tan
Junhao Lu
Kaihong Wu
Mamba
395
16
0
26 Mar 2024
A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models
Wenxuan Yang
Weimin Tan
Yuqi Sun
Bo Yan
172
4
0
31 Jan 2024
Stable Segment Anything Model
International Conference on Learning Representations (ICLR), 2023
Qi Fan
Xin Tao
Lei Ke
Mingqiao Ye
Yuanhui Zhang
Pengfei Wan
Zhong-ming Wang
Yu-Wing Tai
Chi-Keung Tang
VLM
371
13
0
27 Nov 2023
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
Frontiers in Bioengineering and Biotechnology (Front. Bioeng. Biotechnol.), 2023
Guanqun Sun
Yizhi Pan
Weikun Kong
Zichang Xu
Jianhua Ma
Teeradaj Racharak
Le-Minh Nguyen
Junyi Xin
ViT
MedIm
290
214
0
19 Oct 2023
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
Debesh Jha
Vanshali Sharma
Debapriya Banik
Debayan Bhattacharya
K. Roy
...
Sharib Ali
Michael A. Riegler
Pål Halvorsen
Thomas de Lange
Ulas Bagci
367
7
0
30 Jul 2023
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering
Conference and Labs of the Evaluation Forum (CLEF), 2023
T. M. Thai
A. T. Vo
Hao K. Tieu
Linh Bui
T. Nguyen
219
7
0
06 Jul 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Benedikt Blumenstiel
Johannes Jakubik
Hilde Kuhne
Michael Vossing
VLM
472
30
0
27 Jun 2023
Segment Anything Model for Medical Images?
Yuhao Huang
Yitian Zhao
Lei Mou
Huazhu Fu
Ao Chang
...
Lei Li
Vicente Grau
M. Akiba
Fajin Dong
Jiang-Dong Liu
VLM
331
312
0
28 Apr 2023
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art
Tobias Rueckert
Daniel Rueckert
Christoph Palm
423
40
0
25 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
...
Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
663
5
0
20 Apr 2023
Whether and When does Endoscopy Domain Pretraining Make Sense?
Dominik Batić
Felix Holm
Ege Özsoy
Tobias Czempiel
Nassir Navab
352
10
0
30 Mar 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ege Özsoy
Tobias Czempiel
Felix Holm
Chantal Pellegrini
Nassir Navab
172
17
0
23 Mar 2023
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Seokju Cho
Heeseong Shin
Sung‐Jin Hong
Anurag Arnab
Paul Hongsuck Seo
Seung Wook Kim
VLM
557
228
0
21 Mar 2023
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset)
Haoran Wang
Yan Zhu
W. Qin
Yizhe Zhang
Pinghong Zhou
Quanlin Li
Shuo Wang
Zhijian Song
266
2
0
23 Dec 2022
K-UNN: k-Space Interpolation With Untrained Neural Network
Zhuoxu Cui
Seng Jia
Qingyong Zhu
Congcong Liu
Zhilang Qiu
Yuanyuan Liu
Jing Cheng
Haifeng Wang
Yanjie Zhu
Dong Liang
172
1
0
11 Aug 2022
EndoMapper dataset of complete calibrated endoscopy procedures
Scientific Data (Sci Data), 2022
P. Azagra
C. Sostres
Ángel Ferrandez
L. Riazuelo
Clara Tomasini
...
Javier Civera
Juan D. Tardós
Ana C. Murillo
Á. Lanas
José M.M. Montiel
271
83
0
29 Apr 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training
Healthcare technology letters (HTL), 2022
Tugberk Erol
Duygu Sarikaya
232
3
0
06 Apr 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Ange Lou
Kareem O. Tawfik
Dan Si
Ziteng Liu
J. Noble
379
76
0
29 Mar 2022
Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging
Takashi Watanabe
Kensuke Tanioka
S. Hiwa
Tomoyuki Hiroyasu
3DPC
MedIm
119
2
0
01 Jan 2022
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation
Abhishek Srivastava
S. Chanda
Debesh Jha
Michael A. Riegler
Pål Halvorsen
Dag Johansen
Umapada Pal
SSeg
152
8
0
20 Nov 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
Xiangde Luo
Wenjun Liao
Jianghong Xiao
Jieneng Chen
Tao Song
Xiaofan Zhang
Kang Li
Dimitris N. Metaxas
Guotai Wang
Shaoting Zhang
380
167
0
03 Nov 2021
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation
Nordic Machine Intelligence (NMI), 2021
Awadelrahman M. A. Ahmed
Leen A. M. Ali
GAN
MedIm
116
8
0
02 Nov 2021
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation
Rabindra Khadka
Debesh Jha
Steven Hicks
Vajira Thambawita
Michael A. Riegler
Sharib Ali
Pål Halvorsen
252
65
0
06 Jun 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy
Debesh Jha
Nikhil Kumar Tomar
Sharib Ali
Michael A. Riegler
Haavard D. Johansen
Dag Johansen
Thomas de Lange
Pål Halvorsen
226
71
0
22 Apr 2021
Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation
MediaEval Benchmarking Initiative for Multimedia Evaluation (MediaEval), 2020
Debesh Jha
Steven A. Hicks
Krister Emanuelsen
Haavard D. Johansen
Dag Johansen
Thomas de Lange
Michael A. Riegler
Pål Halvorsen
181
38
0
30 Dec 2020
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy
Sharib Ali
Mariia Dmitrieva
N. Ghatwary
Sophia Bano
Gorkem Polat
...
Terry Tran-Nguyen
A. Bailey
B. Braden
J. East
J. Rittscher
339
10
0
12 Oct 2020
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