Research Papers

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Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications.
Shah R; Astuto Arouche Nunes B; Gleason T; Fletcher W; Banaga J; Sweetwood K; Ye A; Patel R; McGill K; Link T; Crane J; Pedoia V; Majumdar S.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Re…
Sabouri M; Hajianfar G; Hosseini Z; Amini M; Mohebi M; Ghaedian T; Madadi S; Rastgou F; Oveisi M; Bitarafan Rajabi A; Shiri I; Zaidi H.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Mapping the Landscape of Care Providers' Quality Assurance Approaches for AI in Diagnostic Imaging.
Lundström C; Lindvall M.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Reducing Wait Times for Radiology Exams Around Holiday Periods: A Monte Carlo Simulation.
Pisharody VA; Yarmohammadi H; Ziv E; Sotirchos VS; Alexander E; Sofocleous C; Erinjeri JP.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Accelerated Diffusion-Weighted MR Image Reconstruction Using Deep Neural Networks.
Aamir F; Aslam I; Arshad M; Omer H.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Re…
Chambon P; Cook TS; Langlotz CP.
J Digit Imaging (Unknown)
Published: 2022
5/6 Transparent
Data Code Funding Declared
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging-State-of-the-Art and Challenges.
Chen Z; Pawar K; Ekanayake M; Pain C; Zhong S; Egan GF.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model.
Lau W; Lybarger K; Gunn ML; Yetisgen M.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Intra-operator Repeatability of Manual Segmentations of the Hip Muscles on Clinical Magnetic Resonance Images.
Davico G; Bottin F; Di Martino A; Castafaro V; Baruffaldi F; Faldini C; Viceconti M.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19…
Lakhani P; Mongan J; Singhal C; Zhou Q; Andriole KP; Auffermann WF; Prasanna PM; Pham TX; Peterson M; Bergquist PJ; Cook TS; Ferraciolli SF; Corradi GCA; Takahashi MS; Workman CS; Parekh M; Kamel SI; Galant J; Mas-Sanchez A; Benítez EC; Sánchez-Valverde M; Jaques L; Panadero M; Vidal M; Culiañez-Casas M; Angulo-Gonzalez D; Langer SG; de la Iglesia-Vayá M; Shih G.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220-1-2.
Dobrzyńska M; Wysocka-Rabin A; Fabiszewska E; Pasicz K; Skrzyński W.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Image Exchange in the Middle East: a Survey.
Eid M; Al Mutairi M; Karakas HM; Al Bastaki UMH; Almosabihi AAN; Tash AA; Al Huqbani NM; AlMayman AA; Albarakati AN; AlRakaf R; Alomair MO; Awladthani B.
J Digit Imaging (Unknown)
Published: 2022
1/6 Transparent
How Carequality, The Sequoia Project, and eHealth Exchange Support the Interoperable Exchange of Health Data in the USA.
Davis BD; Swenson A.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Automated Protocoling for MRI Exams-Challenges and Solutions.
Denck J; Haas O; Guehring J; Maier A; Rothgang E.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
The RSNA ImageShare - Enabling Secure, Transparent, and Easy Image Exchange.
Mendelson DS; Carr C; Davis BD.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning A…
Arian F; Amini M; Mostafaei S; Rezaei Kalantari K; Haddadi Avval A; Shahbazi Z; Kasani K; Bitarafan Rajabi A; Chatterjee S; Oveisi M; Shiri I; Zaidi H.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Interactive Multimedia Reporting Technical Considerations: HIMSS-SIIM Collaborative White Paper.
Berkowitz SJ; Kwan D; Cornish TC; Silver EL; Thullner KS; Aisen A; Bui MM; Clark SD; Clunie DA; Eid M; Hartman DJ; Ho K; Leontiev A; Luviano DM; O'Toole PE; Parwani AV; Pereira NS; Rotemberg V; Vining DJ; Gaskin CM; Roth CJ; Folio LR.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Deep Learning-Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs.
Matsumoto T; Walston SL; Walston M; Kabata D; Miki Y; Shiba M; Ueda D.
J Digit Imaging (Unknown)
Published: 2022
4/6 Transparent
Data Code
Iodine Images in Dual-energy CT: Detection of Hepatic Steatosis by Quantitative Iodine Concentration Values.
Beck S; Jahn L; Deniffel D; Riederer I; Sauter A; Makowski MR; Pfeiffer D.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach.
Kermouni Serradj N; Messadi M; Lazzouni S.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Analyzing Transfer Learning of Vision Transformers for Interpreting Chest Radiography.
Usman M; Zia T; Tariq A.
J Digit Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learni…
Rajeswari R; Gampala V; Maram B; Cristin R.
J Digit Imaging (Unknown)
Published: 2022
4/6 Transparent
Data Code
Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospectiv…
Wu JT; de la Hoz MÁA; Kuo PC; Paguio JA; Yao JS; Dee EC; Yeung W; Jurado J; Moulick A; Milazzo C; Peinado P; Villares P; Cubillo A; Varona JF; Lee HC; Estirado A; Castellano JM; Celi LA.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development.
Zhuang M; Chen Z; Wang H; Tang H; He J; Qin B; Yang Y; Jin X; Yu M; Jin B; Li T; Kettunen L.
J Digit Imaging (Unknown)
Published: 2022
4/6 Transparent
Code Funding Declared
On the Road to Digital Pathology in Denmark-National Survey and Interviews.
Smith J; Johnsen S; Zeuthen MC; Thomsen LK; Marcussen N; Hansen S; Jensen CL.
J Digit Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared