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Pixels to Prognosis: Harmonized Multi-Region CT-Radiomics and Foundation-Model Signatures Across Multicentre NSCLC Data
23 May 2025
Shruti Atul Mali
Zohaib Salahuddin
Danial Khan
Yumeng Zhang
Henry C. Woodruff
Eduardo Ibor-Crespo
Ana Pastor
L. Martí-Bonmatí
Philippe Lambin
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Papers citing
"Pixels to Prognosis: Harmonized Multi-Region CT-Radiomics and Foundation-Model Signatures Across Multicentre NSCLC Data"
6 / 6 papers shown
Title
Foundation Models in Radiology: What, How, When, Why and Why Not
Magdalini Paschali
Zhihong Chen
Louis Blankemeier
Maya Varma
Alaa Youssef
Christian Bluethgen
C. Langlotz
S. Gatidis
Akshay S. Chaudhari
LM&MA
MedIm
AI4CE
124
6
0
27 Nov 2024
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
Bobby Azad
Reza Azad
Sania Eskandari
Afshin Bozorgpour
Amirhossein Kazerouni
I. Rekik
Dorit Merhof
VLM
MedIm
114
62
0
28 Oct 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis
Shaoting Zhang
Dimitris N. Metaxas
LM&MA
VLM
MedIm
AI4CE
73
135
0
09 Jun 2023
TotalSegmentator: robust segmentation of 104 anatomical structures in CT images
Jakob Wasserthal
H. Breit
Manfred T. Meyer
M. Pradella
Daniel Hinck
...
Daniel Boll
Joshy Cyriac
Shan Yang
M. Bach
Martin Segeroth
OOD
60
708
0
11 Aug 2022
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis
Zongwei Zhou
V. Sodha
M. R. Siddiquee
Ruibin Feng
Nima Tajbakhsh
Michael B. Gotway
Jianming Liang
MedIm
57
305
0
19 Aug 2019
Image biomarker standardisation initiative
A. Zwanenburg
S. Leger
Fabian Isensee
Steffen Löck
36
2,023
0
21 Dec 2016
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