医学 AI

Pixel-wise Segmentation of Right Ventricle of Heart

Yaman Dang, Deepak Anand, Amit Sethi

专题命中 医学影像 ：MRI(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Comments Accepted at IEEE TENCON 2019

Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation

Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV、eess.IV

Comments Accepted by MICCAI 2019

Adversarially Trained Convolutional Neural Networks for Semantic Segmentation of Ischaemic Stroke Lesion using Multisequence Magnetic Resonance Imaging

Rachana Sathish, Ronnie Rajan, Anusha Vupputuri, Nirmalya Ghosh, Debdoot Sheet

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；diagnosis(abstract)；分类 cs.LG、eess.IV

AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation

Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjon

专题命中 医学影像 ：MRI(title)；分类 cs.CV、cs.LG、q-bio

ABCD Neurocognitive Prediction Challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression

Agoston Mihalik, Mikael Brudfors, Maria Robu, Fabio S. Ferreira, Hongxiang Lin, Anita Rau, Tong Wu, Stefano B. Blumberg, Baris Kanber, Maira Tariq, Maria Del Mar Estarellas Garcia, Cemre Zor, Daniil I. Nikitichev, Janaina Mourao-Miranda, Neil P. Oxtoby

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments Winning entry in the ABCD Neurocognitive Prediction Challenge at MICCAI 2019. 7 pages plus references, 3 figures, 1 table

Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks

Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari

专题命中 医学影像 ：medical image(abstract)；pathology(abstract)；biomedical(abstract)；分类 cs.CV、eess.IV

Comments 7 pages, 7 figures, 2 Tables

Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway

Daniel Nunes, Andrada Ianus, Noam Shemesh

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Journal ref Neuroimage. 2019 Jan 1;184:646-657

A Fast, Accurate Two-Step Linear Mixed Model for Genetic Analysis Applied to Repeat MRI Measurements

Qifan Yang, Gennady V. Roshchupkin, Wiro J. Niessen, Sarah E. Medland, Alyssa H. Zhu, Paul M. Thompson, Neda Jahanshad

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 2017 Neural Information Processing Systems (NeurIPS) BigNeuro Workshop

Quantitative MRI molecular imaging in the evaluation of early post mortem changes in muscles. A feasibility study on a pig phantom

Daniela Sapienza, Alessio Asmundo, Salvatore Silipigni, Ugo Barbaro, Antonella Cinquegrani, Francesca Granata, Valeria Barresi, Patrizia Gualniera, Antonio Bottari, Michele Gaeta

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 8 figures

Journal ref Scientific Reports 2018

Using MRI Cell Tracking to Monitor Immune Cell Recruitment in Response to a Peptide-Based Cancer Vaccine

Marie-Laurence Tremblay, Christa Davis, Chris V. Bowen, Olivia Stanley, Cathryn Parsons, Genevieve Weir, Mohan Karkada, Marianne M. Stanford, Kimberly D. Brewer

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 8 figures, supporting materials, will be submitted to Magnetic Resonance in Medicine

Accurate and robust segmentation of neuroanatomy in T1-weighted MRI by combining spatial priors with deep convolutional neural networks

Philip Novosad, Vladimir Fonov, D. Louis Collins

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Dynamic vortical flow profile quantitatively characterizes mitral valvular-left ventricular hemodynamic coupling: In vivo analysis by dynamic 3D enstrophy mapping from 4D Flow MRI

Mohammed S. M. Elbaz, Trung Bao Le, Pankaj Garg, Arno A. W. Roest, Boudewijn P. F. Lelieveldt, Sven Plein, Jos J. M. Westenberg, Fotis Sotiropoulos, Rob J. van der Geest

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 24 Pages, 3 Figures, 2 Tables

Dynamics of cardiac re-entry in micro-CT and serial histological sections based models of mammalian hearts

Girish S. Ramlugun, Belvin Thomas, Vadim N. Biktashev, Diane P. Fraser, Ian J. LeGrice, Bruce H. Smaill, Jichao Zhao, Irina V. Biktasheva

专题命中 医学影像 ：CT(title,abstract)；分类 q-bio

Comments manuscript submitted to Frontiers in Physiology

Robust training of recurrent neural networks to handle missing data for disease progression modeling

Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sebastien Ourselin, Lauge Sørensen

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 9 pages, 1 figure, MIDL conference

High-resolution computer meshes of the lower body bones of an adult human female derived from CT images

Manish Sreenivasa, Daniel Gonzalez-Alvarado

专题命中 医学影像 ：CT(title,abstract)；分类 q-bio

Principal Process Analysis of dynamic GlucoCEST MRI data

Stefano Casagranda, Marco Pizzolato, Francisco Torrealdea, Xavier Golay, Timothé Boutelier

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Journal ref ISMRM 2018, Jun 2018, Paris, France. Proc. Int. Soc. Mag. Reson. Med. 27 (2018)

Rotationally-invariant mapping of scalar and orientational metrics of neuronal microstructure with diffusion MRI

Dmitry S. Novikov, Jelle Veraart, Ileana O. Jelescu, Els Fieremans

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 25 pages, 12 figures, elsarticle two-column

Journal ref NeuroImage 174, 518-538 (2018)

Analytic tractography: A closed-form solution for estimating local white matter connectivity with diffusion MRI

Matthew Cieslak, Tegan Brennan, Wendy Meiring, Lukas J. Volz, Clint Greene, Alexander Asturias, Subhash Suri, Scott T. Grafton

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Promise and pitfalls of g-ratio estimation with MRI

Jennifer S. W. Campbell, Ilana R. Leppert, Mathieu Boudreau, Sridar Narayanan, Tanguy Duval, Julien Cohen-Adad, G. Bruce Pike, Nikola Stikov

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments This is the accepted version, accepted by NeuroImage. It contains minor revisions suggested by reviewers

Diffusion MRI measurements in challenging head and brain regions via cross-term spatiotemporally encoding

Eddy Solomon, Gilad Liberman, Zhiyong Zhang, Lucio Frydman

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Cardiac re-entry dynamics & self-termination in DT-MRI based model of Human Foetal Heart

Irina V. Biktasheva, Richard A. Anderson, Arun V. Holden, Eleftheria Pervolaraki, Fengcai Wen

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments submitted to Chaos: An Interdisciplinary Journal of Nonlinear Science, Focus Issue on the topic of Complex Cardiac Dynamics

Use of a clinical PET/CT scanner for whole body biodistribution of intranasal nanoparticles

Michael C Veronesi, Marta Zamora, Mohammed Bhuiyan, Bill Obrien-Penney, Chin Tu Chen, Michael W Vannier

专题命中 医学影像 ：CT(title,abstract)；分类 q-bio

Comments 17 pages, 9 figures, 4 tables

Evaluating the accuracy of diffusion MRI models in white matter

Ariel Rokem, Jason D. Yeatman, Franco Pestilli, Kendrick N. Kay, Aviv Mezer, Stefan van der Walt, Brian A. Wandell

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Universal power-law scaling of water diffusion in human brain defines what we see with MRI

Jelle Veraart, Els Fieremans, Dmitry S. Novikov

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 7 pages, 4 figures, revtex4-1

Integrated multimodal network approach to PET and MRI based on multidimensional persistent homology

Hyekyoung Lee, Hyejin Kang, Moo K. Chung, Seonhee Lim, Bung-Nyun Kim, Dong Soo Lee

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Fast T2 Mapping with Improved Accuracy Using Undersampled Spin-echo MRI and Model-based Reconstructions with a Generating Function

Tilman J. Sumpf, Andreas Petrovic, Martin Uecker, Florian Knoll, Jens Frahm

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 10 pages, 7 figures

Journal ref Medical Imaging, IEEE Transactions on 33 (2014) 2213-2222

Signal analysis of impulse response functions in MR- and CT-measurements of cerebral blood flow

Evelyn Rost, Ralf Geske, Michael Baake

专题命中 医学影像 ：CT(title,abstract)；分类 q-bio

Comments 15 pages, 6 figures

Journal ref J. Theor. Biol. 240 (2006) 451-458

A Framework for Exploring Non-Linear Functional Connectivity and Causality in the Human Brain: Mutual Connectivity Analysis (MCA) of Resting-State Functional MRI with Convergent Cross-Mapping and Non-Metric Clustering

Axel Wismüller, Xixi Wang, Adora M. DSouza, Mahesh B. Nagarajan

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments Axel Wismüller and Mahesh B. Nagarajan contributed equally to the preparation of this manuscript. Pre-publication draft: 18 pages, 6 figures, 1 table

Acoustic Noise of MRI Scans of the Internal Auditory Canal and Potential for Intracochlear Physiological Changes

M. A. Busada, C. L. Eshleman, G. Ibrahim, J. H. Huckans

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 4 pages, 2 figures

Group Analysis of Self-organizing Maps based on Functional MRI using Restricted Frechet Means

Arnaud P. Fournel, Emanuelle Reynaud, Michael J. Brammer, Andrew Simmons, Cedric E. Ginestet

专题命中 医学影像 ：MRI(title,abstract)；分类 q-bio

Comments 23 pages, 5 figures, 4 tables. Submitted to Neuroimage