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  4. Cited By
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable
  End-to-End Clinical Workflows in Medical Imaging
v1v2v3v4 (latest)

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging

Communications Engineer (CE), 2021
26 February 2021
Sarthak Pati
Siddhesh P. Thakur
İbrahim Ethem Hamamcı
Ujjwal Baid
Bhakti Baheti
M. Bhalerao
Orhun Güley
Sofia Mouchtaris
David Lang
Spyridon Thermos
Karol Gotkowski
Camila González
Caleb M. Grenko
Alexander Getka
Brandon Edwards
Micah J. Sheller
Junwen Wu
J. Agraz
Ravi Panchumarthy
Vinayak Ahluwalia
Chunrui Zou
V. Bashyam
Yuemeng Li
Babak Haghighi
Rhea Chitalia
Shahira Abousamra
Tahsin M. Kurc
A. Gastounioti
Sezgin Er
M. Bergman
Joel H. Saltz
Yong-Xian Fan
Parth Sharma
Anirban Mukhopadhyay
Sotirios A. Tsaftaris
Bjoern Menze
Christos Davatzikos
D. Kontos
Alexandros Karargyris
Renato Umeton
Peter Mattson
Spyridon Bakas
    LM&MAMedIm
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging"

21 / 21 papers shown
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
Ibrahim Ethem Hamamci
Sezgin Er
Antonio Terpin
Hadrien Reynaud
Dong Yang
Pengfei Guo
Marc Edgar
Daguang Xu
Bernhard Kainz
Bjoern Menze
MedIm
208
4
0
23 Oct 2025
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal EmbeddingPacific-Rim Symposium on Image and Video Technology (PSIVT), 2025
Tuan-Luc Huynh
Thanh-Danh Le
Tam V. Nguyen
Trung-Truc Huynh-Le
Minh-Triet Tran
133
1
0
31 May 2025
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models
Paul Calle
Averi Bates
Justin C Reynolds
Yunlong Liu
Haoyang Cui
...
Alberto J. de Armendi
Shashank S. Shettar
Kar Ming Fung
Qinggong Tang
Chongle Pan
345
10
0
11 Mar 2025
Groningen: Spatial Prediction of Rock Gas Saturation by Leveraging Selected and Augmented Well and Seismic Data with Classifier Ensembles
Groningen: Spatial Prediction of Rock Gas Saturation by Leveraging Selected and Augmented Well and Seismic Data with Classifier Ensembles
Dmitry Ivlev
292
0
0
14 Oct 2024
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical
  Imaging
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging
Sarthak Pati
Szymon Mazurek
Spyridon Bakas
MedIm
152
0
0
30 Sep 2024
BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain
  Tumor Sub-regions
BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain Tumor Sub-regions
Spyridon Bakas
Siddhesh P. Thakur
S. Faghani
Mana Moassefi
Ujjwal Baid
...
Calixto-Hope G. Lucas
Michael L. Miller
Lee A. D. Cooper
Jason T. Huse
William R. Bell
186
5
0
17 May 2024
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation ChallengeMachine Learning for Biomedical Imaging (MLBI), 2024
D. Labella
Ujjwal Baid
O. Khanna
Shan McBurney-Lin
Ryan McLean
...
A. Abouelatta
Tanvir Rizvi
Klara Willms
Dann C. Martin
Abdullah Okar
262
23
0
16 May 2024
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
CT2Rep: Automated Radiology Report Generation for 3D Medical ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Ibrahim Ethem Hamamci
Sezgin Er
Bjoern Menze
MedIm
429
87
0
11 Mar 2024
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for
  Predicting Blood Glucose Levels via Multivariate Time Series
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series
Chengzhe Piao
Taiyu Zhu
S. Baldeweg
Paul Taylor
Pantelis Georgiou
Jiahao Sun
Jun Wang
Kezhi Li
AI4TS
274
13
0
26 Feb 2024
Synthesizing Missing MRI Sequences from Available Modalities using Generative Adversarial Networks in BraTS Dataset
Ibrahim Ethem Hamamci
MedIm
231
2
0
11 Oct 2023
Tumor-Centered Patching for Enhanced Medical Image Segmentation
Tumor-Centered Patching for Enhanced Medical Image Segmentation
Mutyyba Asghar
A. R. Shahid
Akhtar Jamil
K. Aftab
S. Enam
171
2
0
23 Aug 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation
  in Sub-Saharan Africa Patient Population (BraTS-Africa)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)
Maruf Adewole
J. Rudie
A. Gbadamosi
O. Toyobo
Confidence Raymond
...
Ujjwal Baid
Spyridon Bakas
Farouk Dako
A. Fatade
U. Anazodo
159
96
0
30 May 2023
DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray
DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray
Ibrahim Ethem Hamamci
Sezgin Er
Omer Faruk Durugol
Atif Emre Yuksel
Ezequiel de la Rosa
...
B. Stadlinger
A. Mehl
M. K. Özdemir
M. Gundogar
Bjoern Menze
267
30
0
30 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics
  (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
A. Kazerooni
Nastaran Khalili
Xinyang Liu
Debanjan Haldar
Zhifan Jiang
...
Adam C. Resnick
B. Rood
A. Vossough
Spyridon Bakas
M. Linguraru
388
84
0
26 May 2023
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze
  Panoramic Dental X-rays
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-raysInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ibrahim Ethem Hamamci
Sezgin Er
Enis Simsar
Anjany Sekuboyina
M. Gundogar
B. Stadlinger
A. Mehl
Bjoern Menze
DiffMMedIm
262
45
0
11 Mar 2023
An overview of open source Deep Learning-based libraries for
  Neuroscience
An overview of open source Deep Learning-based libraries for NeuroscienceApplied Sciences (AS), 2022
Louis Fabrice Tshimanga
Manfredo Atzori
Federico Del Pup
M. Corbetta
OOD
171
5
0
19 Dec 2022
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Federated Learning Enables Big Data for Rare Cancer Boundary DetectionNature Communications (Nat Commun), 2022
Sarthak Pati
Ujjwal Baid
Brandon Edwards
Micah J. Sheller
Shih-Han Wang
...
Prashant Shah
Bjoern Menze
J. Barnholtz-Sloan
Jason Martin
Spyridon Bakas
FedMLAI4CE
270
304
0
22 Apr 2022
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence
  using Federated Evaluation
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
Alexandros Karargyris
Renato Umeton
Micah J. Sheller
Alejandro Aristizabal
Johnu George
...
Poonam Yadav
Michael Rosenthal
M. Loda
Jason M. Johnson
Peter Mattson
FedML
311
135
0
29 Sep 2021
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation
  and Radiogenomic Classification
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification
Ujjwal Baid
S. Ghodasara
S. Mohan
Michel Bilello
Evan Calabrese
...
M. Weber
A. Mahajan
Bjoern Menze
Adam Flanders
Spyridon Bakas
424
957
0
05 Jul 2021
OpenFL: An open-source framework for Federated Learning
OpenFL: An open-source framework for Federated LearningPhysics in Medicine and Biology (PMB), 2021
G. A. Reina
Alexey Gruzdev
Patrick Foley
O. Perepelkina
Mansi Sharma
...
Sarthak Pati
Prakash Narayana Moorthy
Shih-Han Wang
Prashant Shah
Spyridon Bakas
FedMLAIFin
417
144
0
13 May 2021
The Federated Tumor Segmentation (FeTS) Challenge
The Federated Tumor Segmentation (FeTS) Challenge
Sarthak Pati
Ujjwal Baid
M. Zenk
Brandon Edwards
Micah J. Sheller
...
Lena Maier-Hein
Jens Kleesiek
Bjoern Menze
Klaus Maier-Hein
Spyridon Bakas
FedMLOOD
245
95
0
12 May 2021
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