Works in Journal of Medical Imaging, 2024, Vol 11, Issue 4

Results: 28

Transformation from hematoxylin-and-eosin staining to Ki-67 immunohistochemistry digital staining images using deep learning: experimental validation on the labeling index.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 47501, doi. 10.1117/1.JMI.11.4.047501

By:

Ji, Cunyuan;
Oshima, Kengo;
Urata, Takumi;
Kimura, Fumikazu;
Ishii, Keiko;
Uehara, Takeshi;
Suzuki, Kenji;
Takeyama, Saori;
Yamaguchi, Masahiro

Publication type:

Article

Machine learning and magnetic resonance image texture analysis predicts accelerated lung function decline in ex-smokers with and without chronic obstructive pulmonary disease.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 46001, doi. 10.1117/1.JMI.11.4.046001

By:

Sharma, Maksym;
Kirby, Miranda;
Fenster, Aaron;
McCormack, David G.;
Parraga, Grace

Publication type:

Article

Use of reporting templates for chest radiographs in a coronavirus disease 2019 context: measuring concordance of radiologists with three international templates.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 45504, doi. 10.1117/1.JMI.11.4.045504

By:

Lewis, Sarah J.;
Wells, Jayden B.;
Reed, Warren M;
Mello-Thoms, Claudia;
O'Reilly, Peter A;
Dimigen, Marion

Publication type:

Article

Task-based assessment for neural networks: evaluating undersampled MRI reconstructions based on human observer signal detection.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 45503, doi. 10.1117/1.JMI.11.4.045503

By:

Herman, Joshua D.;
Roca, Rachel E.;
O'Neill, Alexandra G.;
Wong, Marcus L.;
Goud Lingala, Sajan;
Pineda, Angel R.

Publication type:

Article

Comparison of human observer impression of X-ray fluoroscopy and angiography image quality with technical changes to image quality.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 45502, doi. 10.1117/1.JMI.11.4.045502

By:

Mihailovic, Jelena M.;
Kanaji, Yoshihisa;
Miller, Daniel;
Bell, Malcolm R.;
Fetterly, Kenneth A.

Publication type:

Article

Greater benefits of deep learning-based computer-aided detection systems for finding small signals in 3D volumetric medical images.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 45501, doi. 10.1117/1.JMI.11.4.045501

By:

Klein, Devi S.;
Karmakar, Srijita;
Jonnalagadda, Aditya;
Abbey, Craig K.;
Eckstein, Miguel P.

Publication type:

Article

Improving radiological quantification of levator hiatus features with measures informed by statistical shape modeling.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 45001, doi. 10.1117/1.JMI.11.4.045001

By:

Vargo, Vincenzia S.;
Routzong, Megan R.;
Moalli, Pamela A.;
Rostaminia, Ghazaleh;
Abramowitch, Steven D.

Publication type:

Article

Generative adversarial network–based reconstruction of healthy anatomy for anomaly detection in brain CT scans.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44508, doi. 10.1117/1.JMI.11.4.044508

By:

Walluscheck, Sina;
Gerken, Annika;
Galinovic, Ivana;
Villringer, Kersten;
Fiebach, Jochen B.;
Klein, Jan;
Heldmann, Stefan

Publication type:

Article

Exploring synthetic datasets for computer-aided detection: a case study using phantom scan data for enhanced lung nodule false positive reduction.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44507, doi. 10.1117/1.JMI.11.4.044507

By:

Farhangi, Mohammad Mehdi;
Maynord, Michael;
Fermüller, Cornelia;
Aloimonos, Yiannis;
Sahiner, Berkman;
Petrick, Nicholas

Publication type:

Article

Capability and reliability of deep learning models to make density predictions on low-dose mammograms.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44506, doi. 10.1117/1.JMI.11.4.044506

By:

Squires, Steven;
Mackenzie, Alistair;
Evans, Dafydd Gareth;
Howell, Sacha J.;
Astley, Susan M.

Publication type:

Article

AI-based automated segmentation for ovarian/adnexal masses and their internal components on ultrasound imaging.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44505, doi. 10.1117/1.JMI.11.4.044505

By:

Whitney, Heather M.;
Yoeli-Bik, Roni;
Abramowicz, Jacques S.;
Lan, Li;
Li, Hui;
Longman, Ryan E.;
Lengyel, Ernst;
Giger, Maryellen L.

Publication type:

Article

Learning three-dimensional aortic root assessment based on sparse annotations.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44504, doi. 10.1117/1.JMI.11.4.044504

By:

Brosig, Johanna;
Krüger, Nina;
Khasyanova, Inna;
Wamala, Isaac;
Ivantsits, Matthias;
Sündermann, Simon;
Kempfert, Jörg;
Heldmann, Stefan;
Hennemuth, Anja

Publication type:

Article

Learning carotid vessel wall segmentation in black-blood MRI using sparsely sampled cross-sections from 3D data.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44503, doi. 10.1117/1.JMI.11.4.044503

By:

Rahlfs, Hinrich;
Hüllebrand, Markus;
Schmitter, Sebastian;
Strecker, Christoph;
Harloff, Andreas;
Hennemuth, Anja

Publication type:

Article

Pulmonary nodule detection in low dose computed tomography using a medical-to-medical transfer learning approach.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44502, doi. 10.1117/1.JMI.11.4.044502

By:

Manokaran, Jenita;
Mittal, Richa;
Ukwatta, Eranga

Publication type:

Article

Optimizing neurointerventional procedures: an algorithm for embolization coil detection and automated collimation to enable dose reduction.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44003, doi. 10.1117/1.JMI.11.4.044003

By:

Ravi, Arpitha;
Bernhardt, Philipp;
Hoffmann, Mathis;
Obler, Richard;
Nguyen, Cuong;
Berting, Andreas;
Chapot, René;
Maier, Andreas

Publication type:

Article

Examining feature extraction and classification modules in machine learning for diagnosis of low-dose computed tomographic screening-detected in vivo lesions.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44501, doi. 10.1117/1.JMI.11.4.044501

By:

Liang, Daniel D.;
Liang, David D.;
Pomeroy, Marc J.;
Gao, Yongfeng;
Kuo, Licheng R.;
Li, Lihong C.

Publication type:

Article

Characterizing patterns of diffusion tensor imaging variance in aging brains.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44007, doi. 10.1117/1.JMI.11.4.044007

By:

Gao, Chenyu;
Yang, Qi;
Kim, Michael E.;
Khairi, Nazirah Mohd;
Cai, Leon Y.;
Newlin, Nancy R.;
Kanakaraj, Praitayini;
Remedios, Lucas W.;
Krishnan, Aravind R.;
Yu, Xin;
Yao, Tianyuan;
Zhang, Panpan;
Schilling, Kurt G.;
Moyer, Daniel;
Archer, Derek B.;
Resnick, Susan M.;
Landman, Bennett A.;
Disease Neuroimaging Initiative, for the Alzheimer's;
Study team, the BIOCARD

Publication type:

Article

Stain SAN: simultaneous augmentation and normalization for histopathology images.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44006, doi. 10.1117/1.JMI.11.4.044006

By:

Kim, Taebin;
Li, Yao;
Calhoun, Benjamin C.;
Thennavan, Aatish;
Carey, Lisa A.;
Symmans, W. Fraser;
Troester, Melissa A.;
Perou, Charles M.;
Marron, J. S.

Publication type:

Article

Dose robustness of deep learning models for anatomic segmentation of computed tomography images.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44005, doi. 10.1117/1.JMI.11.4.044005

By:

Tsanda, Artyom;
Nickisch, Hannes;
Wissel, Tobias;
Klinder, Tobias;
Knopp, Tobias;
Grass, Michael

Publication type:

Article

Left ventricular structural integrity on tetralogy of Fallot patients: approach using longitudinal relaxation time mapping.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44004, doi. 10.1117/1.JMI.11.4.044004

By:

Broumpoulis, Giorgos;
Karavasilis, Efstratios;
Lama, Niki;
Papadopoulos, Ioannis;
Zachos, Panagiotis;
Apostolopoulou, Sotiria;
Kelekis, Nikolaos

Publication type:

Article

Field-of-view extension for brain diffusion MRI via deep generative models.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44008, doi. 10.1117/1.JMI.11.4.044008

By:

Gao, Chenyu;
Bao, Shunxing;
Kim, Michael E.;
Newlin, Nancy R.;
Kanakaraj, Praitayini;
Yao, Tianyuan;
Rudravaram, Gaurav;
Huo, Yuankai;
Moyer, Daniel;
Schilling, Kurt;
Kukull, Walter A.;
Toga, Arthur W.;
Archer, Derek B.;
Hohman, Timothy J.;
Landman, Bennett A.;
Li, Zhiyuan

Publication type:

Article

Projected pooling loss for red nucleus segmentation with soft topology constraints.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44002, doi. 10.1117/1.JMI.11.4.044002

By:

Fu, Guanghui;
El Jurdi, Rosana;
Chougar, Lydia;
Dormont, Didier;
Valabregue, Romain;
Lehéricy, Stéphane;
Colliot, Olivier

Publication type:

Article

Lung vessel connectivity map as anatomical prior knowledge for deep learning-based lung lobe segmentation.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 44001, doi. 10.1117/1.JMI.11.4.044001

By:

Bendazzoli, Simone;
Bäcklin, Emelie;
Smedby, Örjan;
Janerot-Sjoberg, Birgitta;
Connolly, Bryan;
Wang, Chunliang

Publication type:

Article

CT reconstruction using diffusion posterior sampling conditioned on a nonlinear measurement model.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 43504, doi. 10.1117/1.JMI.11.4.043504

By:

Li, Shudong;
Jiang, Xiao;
Tivnan, Matthew;
Gang, Grace J.;
Shen, Yuan;
Stayman, J. Webster

Publication type:

Article

Cone-beam CT with a noncircular (sine-on-sphere) orbit: imaging performance of a clinical system for image-guided interventions.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 43503, doi. 10.1117/1.JMI.11.4.043503

By:

Jones, A. Kyle;
Ahmad, Moiz;
Raza, Shaan M.;
Chen, Stephen R.;
Siewerdsen, Jeffrey H.

Publication type:

Article

Assessment of image quality and establishment of local acceptable quality dose for computed tomography based on patient effective diameter.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 43502, doi. 10.1117/1.JMI.11.4.043502

By:

Hasan, Nada;
Rizk, Chadia;
Marzooq, Fatema;
Khan, Khalid;
AlKhaja, Maryam;
Babikir, Esameldeen

Publication type:

Article

Exploring single-shot propagation and speckle based phase recovery techniques for object thickness estimation by using a polychromatic X-ray laboratory source.

Published in:

Journal of Medical Imaging, 2024, v. 11, n. 4, p. 43501, doi. 10.1117/1.JMI.11.4.043501

By:

Rosich, Diego;
Chevalier, Margarita;
Belarra, Adrián;
Alieva, Tatiana

Publication type:

Article

Highlights from JMI Issue 4.

Published in:

2024

By:

Landman, Bennett

Publication type:

Editorial