Del 15184 i serien Lecture Notes in Computer Science

Foundation Models for General Medical AI

Second International Workshop, MedAGI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

Häftad, Engelska, 2024

AvZhongying Deng,Yiqing Shen,Hyunwoo J. Kim,Won-Ki Jeong,Angelica I. Aviles-Rivero,Junjun He,Shaoting Zhang

819 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

749 kr

Skickas inom 5-8 vardagar

This book constitutes the refereed proceedings from the Second International Workshop on Foundation Models for General Medical AI, MedAGI 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.The 17 papers included in this book were carefully reviewed and selected from 26 submissions. These papers provide insights into the current landscape of medical AI and foundation models, that can pave the way for the evolution of task-specific medical AI systems into more generalized frameworks capable of tackling a diverse range of tasks, datasets, and domains.

Produktinformation

Utgivningsdatum2024-10-03
Mått155 x 235 x 11 mm
Vikt289 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor174
FörlagSpringer International Publishing AG
ISBN9783031734700

Tillhör följande kategorier

.- FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification..- The Importance of Downstream Networks in Digital Pathology Foundation Models..- Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation..- Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging..- AutoEncoder-Based Feature Transformation with Multiple Foundation Models in Computational Pathology..- OSATTA: One-Shot Automatic Test Time Augmentation for Domain Adaptation..- Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision..- SAT-Morph: Unsupervised Deformable Medical Image Registration using Vision Foundation Models with Anatomically Aware Text Prompt..- Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs..- D- Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions..- Optimal Prompting in SAM for Few-Shot and Weakly Supervised Medical Image Segmentation..- UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation..- TUMSyn: A Text-Guided Generalist model for Customized Multimodal MR Image Synthesis..- SAMU: An Efficient and Promptable Foundation Model for Medical Image Segmentation..- Anatomical Embedding-Based Training Method for Medical Image Segmentation Foundation Models..- Boosting Vision-Language Models for Histopathology Classification: Predict all at once..- MAGDA: Multi-agent guideline-driven diagnostic assistance.

Mer från samma författare

M. Emre Celebi, Md Sirajus Salekin, Hyunwoo Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu - Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops, Häftad

Del 14393

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops

M. Emre Celebi, Md Sirajus Salekin, Hyunwoo Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu

Häftad, 2023

1 119 kr

Mer från samma serie

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

749 kr

Del 15427

Internet of Things – ICIOT 2024

Shunli Zhang, Liang-Jie Zhang

Häftad, 2024

819 kr

COLOG-88

Per Martin-Löf, Grigori Mints

Häftad, 1990

729 kr

Compiler Construction

Albert Cohen

Häftad, 2014

719 kr

Del 16375

Interactive Storytelling

María Cecilia Reyes, Frank Nack

Häftad, 2025

729 kr

Theory of Cryptography

Yehuda Lindell

Häftad, 2014

749 kr

Computer Science Logic

Dirk van Dalen, Marc Bezem

Häftad, 1997

749 kr

Reliable Software Technology – Ada-Europe 2005

Tullio Vardanega, Andy Wellings

Häftad, 2005

749 kr

Spyridon Bakas, Emily Dennis, Mehdi Astaraki, Ujjwal Baid, Gian Marco Conte, Martha Foltyn-Dumitru, Zhifan Jiang, Dominic Labella, Marie-Christin Metz, Udunna Anazodo, Maria Correia de Verdier, Florian Kofler, Hongwei Bran Li, Marius George Linguraru, Nazanin Maleki - Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries, Häftad

Del 16376

Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries

Spyridon Bakas, Emily Dennis, Mehdi Astaraki, Ujjwal Baid, Gian Marco Conte, Martha Foltyn-Dumitru, Zhifan Jiang, Dominic Labella, Marie-Christin Metz, Udunna Anazodo, Maria Correia de Verdier, Florian Kofler, Hongwei Bran Li, Marius George Linguraru, Nazanin Maleki

Häftad, 2026

1 219 kr

Objects and Databases

Alan Dearle, Roberto V. Zicari

Häftad, 2010

749 kr

Du kanske också är intresserad av

Del 16112

Foundation Models for General Medical AI

Won-Ki Jeong, Hyunwoo J. Kim, Zhongying Deng, Yiqing Shen, Angelica I Aviles-Rivero, Shaoting Zhang

Häftad, 2025

749 kr

Del 14393

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops

Häftad, 2023

1 119 kr

Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong (Tom) Cai, Dimitris Metaxas - Medical Computer Vision: Algorithms for Big Data, Häftad

Del 8848

Medical Computer Vision: Algorithms for Big Data

Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong (Tom) Cai, Dimitris Metaxas

Häftad, 2014

719 kr

Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas - Medical Computer Vision: Algorithms for Big Data, Häftad

Del 9601

Medical Computer Vision: Algorithms for Big Data

Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas

Häftad, 2016

729 kr

Del 15829

Information Processing in Medical Imaging

Ipek Oguz, Shaoting Zhang, Dimitris N. Metaxas

Häftad, 2025

1 189 kr

Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, M. Jorge Cardoso, Georg Langs, Bjoern Menze, Dimitris Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C.S. Chung, Mark Jenkinson, Annemie Ribbens - Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, Häftad

Del 10081

Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging

Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, M. Jorge Cardoso, Georg Langs, Bjoern Menze, Dimitris Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C.S. Chung, Mark Jenkinson, Annemie Ribbens

Häftad, 2017

729 kr

Del 15830

Information Processing in Medical Imaging

Ipek Oguz, Shaoting Zhang, Dimitris N. Metaxas

Häftad, 2025

1 099 kr

Nyhet

Del 7

Fördrivaren

Viveca Sten

Inbunden, 2026

289 kr319 kr

Sarah J. Maas - A Court of Splintered Harmony, Häftad

Nyhet

Del 6

A Court of Splintered Harmony

Sarah J. Maas

Häftad, 2026

259 kr

Katarina Wennstam - Moder blod, Inbunden

Nyhet

Del 4

Moder blod

Katarina Wennstam

Inbunden, 2026

269 kr299 kr

Del 15184 i serien Lecture Notes in Computer Science

Foundation Models for General Medical AI

Second International Workshop, MedAGI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

Häftad, Engelska, 2024

AvZhongying Deng,Yiqing Shen,Hyunwoo J. Kim,Won-Ki Jeong,Angelica I. Aviles-Rivero,Junjun He,Shaoting Zhang

819 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

749 kr

Skickas inom 5-8 vardagar

Produktinformation

Utgivningsdatum2024-10-03
Mått155 x 235 x 11 mm
Vikt289 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor174
FörlagSpringer International Publishing AG
ISBN9783031734700

Tillhör följande kategorier

.- FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification..- The Importance of Downstream Networks in Digital Pathology Foundation Models..- Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation..- Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging..- AutoEncoder-Based Feature Transformation with Multiple Foundation Models in Computational Pathology..- OSATTA: One-Shot Automatic Test Time Augmentation for Domain Adaptation..- Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision..- SAT-Morph: Unsupervised Deformable Medical Image Registration using Vision Foundation Models with Anatomically Aware Text Prompt..- Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs..- D- Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions..- Optimal Prompting in SAM for Few-Shot and Weakly Supervised Medical Image Segmentation..- UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation..- TUMSyn: A Text-Guided Generalist model for Customized Multimodal MR Image Synthesis..- SAMU: An Efficient and Promptable Foundation Model for Medical Image Segmentation..- Anatomical Embedding-Based Training Method for Medical Image Segmentation Foundation Models..- Boosting Vision-Language Models for Histopathology Classification: Predict all at once..- MAGDA: Multi-agent guideline-driven diagnostic assistance.