Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024)

Authors: Rahmim, Arman, Bradshaw, Tyler J., Davidzon, Guido, Dutta, Joyita, Fakhri, Georges El, Ghesani, Munir, Karakatsanis, Nicolas A., Li, Quanzheng, Liu, Chi, Roncali, Emilie, Saboury, Babak, Yusufaly, Tahir, Jha, Abhinav K.

Subject Terms: Physics - Medical Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.01044

Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation

Authors: Hussein, Ramy, Zhao, Moss Y., Shin, David, Guo, Jia, Chen, Kevin T., Armindo, Rui D., Davidzon, Guido, Moseley, Michael, Zaharchuk, Greg

Source: 2022 26th International Conference on Pattern Recognition (ICPR) Pattern Recognition (ICPR), 2022 26th International Conference on. :4306-4312 Aug, 2022

Relation: 2022 26th International Conference on Pattern Recognition (ICPR)

Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks

Authors: Hussein, Ramy, Shin, David, Zhao, Moss, Guo, Jia, Davidzon, Guido, Moseley, Michael, Zaharchuk, Greg

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2211.12082

OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations

Authors: Joshi, Anirudh, Eyuboglu, Sabri, Huang, Shih-Cheng, Dunnmon, Jared, Soin, Arjun, Davidzon, Guido, Chaudhari, Akshay, Lungren, Matthew P

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2108.02016

68Ga-RM2 PET–MRI versus MRI alone for evaluation of patients with biochemical recurrence of prostate cancer: a single-centre, single-arm, phase 2/3 imaging trial

Authors: Duan, Heying, Moradi, Farshad, Davidzon, Guido A, Liang, Tie, Song, Hong, Loening, Andreas M, Vasanawala, Shreyas, Srinivas, Sandy, Brooks, James D, Hancock, Steven, Iagaru, Andrei ^*

Source: In The Lancet Oncology April 2024 25(4):501-508

Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder–decoder networks

Authors: Hussein, Ramy, Shin, David, Zhao, Moss Y., Guo, Jia, Davidzon, Guido, Steinberg, Gary, Moseley, Michael, Zaharchuk, Greg

Source: In Medical Image Analysis April 2024 93

Nuclear Medicine and Molecular Imaging Applications in Gynecologic Malignancies: A Comprehensive Review

Authors: Khessib, Tasnim ^*, Jha, Priyanka, Davidzon, Guido A. ^*, Iagaru, Andrei ^*, Shah, Jagruti ^*

Source: In Seminars in Nuclear Medicine March 2024 54(2):270-292

Multi-tracer PET Imaging Using Deep Learning: Applications in Patients with High-Grade Gliomas
Predictive intelligence in medicine (5th international workshop)

Authors: Wardak, Mirwais, Hooper, Sarah M., Schiepers, Christiaan, Chen, Wei, Aparici, Carina Mari, Davidzon, Guido A., Vermesh, Ophir, Cloughesy, Timothy F., Huang, Sung-Cheng, Gambhir, Sanjiv Sam

Source: Lecture notes in computer science. 13564:24-35

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608038538&indx=1&recIds=ETOCCN608038538

Reductions in synaptic marker SV2A in early-course Schizophrenia

Authors: Yoon, Jong H., Zhang, Zhener, Mormino, Elizabeth, Davidzon, Guido, Minzenberg, Michael J., Ballon, Jacob, Kalinowski, Agnieszka, Hardy, Kate, Naganawa, Mika, Carson, Richard E., Khalighi, Mehdi, Park, Jun Hyung, Levinson, Douglas F., Chin, Frederick T.

Source: Journal of psychiatric research. 161:213-217

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189299691.0x000001&indx=1&recIds=ETOCvdc_100189299691.0x000001

A Pilot Study of ^6^8Ga-PSMA11 and ^6^8Ga-RM2 PET/MRI for Evaluation of Prostate Cancer Response to High-Intensity Focused Ultrasound Therapy

Authors: Duan, Heying, Ghanouni, Pejman, Daniel, Bruce, Rosenberg, Jarrett, Davidzon, Guido A., Aparici, Carina Mari, Kunder, Christian, Sonn, Geoffrey A., Iagaru, Andrei

Source: Journal of nuclear medicine. 64(4):592-597

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN631804905&indx=1&recIds=ETOCRN631804905

^6^8Ga-PSMA-11 PET/MRI in Patients with Newly Diagnosed Intermediate- or High-Risk Prostate Adenocarcinoma: PET Findings Correlate with Outcomes After Definitive Treatment

Authors: Moradi, Farshad, Duan, Heying, Song, Hong, Davidzon, Guido A., Chung, Benjamin I., Thong, Alan E. C., Loening, Andreas M., Ghanouni, Pejman, Sonn, Geoffrey, Iagaru, Andrei

Source: Journal of nuclear medicine. 63(12):1822-1828

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN630721323&indx=1&recIds=ETOCRN630721323

¹⁸F-PI-2620 Tau PET is associated with cognitive and motor impairment in Lewy body disease.

Authors: Winer, Joseph R, Vossler, Hillary, Young, Christina B, Smith, Viktorija, Romero, America, Shahid-Besanti, Marian, Abdelnour, Carla, Wilson, Edward N, Anders, David, Morales, Aimara Pacheco, Andreasson, Katrin I, Yutsis, Maya V, Henderson, Victor W, Davidzon, Guido A, Mormino, Elizabeth C, Poston, Kathleen L

Source: Brain Communications; 2025, Vol. 7 Issue 1, p1-12, 12p

68Ga-PSMA11 PET/CT for biochemically recurrent prostate cancer: Influence of dual-time and PMT- vs SiPM-based detectors

Authors: Duan, Heying, Baratto, Lucia, Hatami, Negin, Liang, Tie, Mari Aparici, Carina, Davidzon, Guido Alejandro, Iagaru, Andrei

Source: In Translational Oncology January 2022 15(1)

Modified PROMISE criteria for standardized interpretation of gastrin-releasing peptide receptor (GRPR)-targeted PET.

Authors: Duan, Heying¹ (AUTHOR), Davidzon, Guido A.¹ (AUTHOR), Moradi, Farshad¹ (AUTHOR), Liang, Tie¹ (AUTHOR), Song, Hong¹ (AUTHOR), Iagaru, Andrei¹ (AUTHOR) aiagaru@stanford.edu

Source: European Journal of Nuclear Medicine & Molecular Imaging. Nov2023, Vol. 50 Issue 13, p4087-4095. 9p.

Subject Terms: *PEPTIDE receptors, *POSITRON emission tomography, *IMAGE analysis, *ENDORECTAL ultrasonography, *INTER-observer reliability

Segmenting Cervical Arteries in Phase Contrast Magnetic Resonance Imaging Using Convolutional Encoder–Decoder Networks.

Authors: Campbell, Britney^1,2, Yadav, Dhruv^1,3, Hussein, Ramy¹, Jovin, Maria¹, Hoover, Sierrah¹, Halbert, Kim¹, Holley, Dawn¹, Khalighi, Mehdi¹, Davidzon, Guido A.¹, Tong, Elizabeth¹, Steinberg, Gary K.⁴, Moseley, Michael¹, Zhao, Moss Y.¹, mosszhao@stanford.edu, Zaharchuk, Greg¹, mosszhao@stanford.edu

Source: Applied Sciences (2076-3417); Nov2023, Vol. 13 Issue 21, p11820, 12p

Artificial Intelligence for Optimization and Interpretation of PET/CT and PET/MR Images

Authors: Zaharchuk, Greg ^*, Davidzon, Guido

Source: In Seminars in Nuclear Medicine March 2021 51(2):134-142

BRIEF COMMUNICATION. Prognostic Value of Bone Marrow Metabolism on Pretreatment ^1^8F-FDG PET/CT in Patients with Metastatic Melanoma Treated with Anti-PD-1 Therapy

Authors: Nakamoto, Ryusuke, Zaba, Lisa C., Liang, Tie, Reddy, Sunil Arani, Davidzon, Guido, Aparici, Carina Mari, Nguyen, Judy, Moradi, Farshad, Iagaru, Andrei, Franc, Benjamin Lewis

Source: Journal of nuclear medicine. 62(10):1380-1383

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN627727913&indx=1&recIds=ETOCRN627727913

A Pilot Study of ^6^8Ga-PSMA11 and ^6^8Ga-RM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer

Authors: Duan, Heying, Ghanouni, Pejman, Daniel, Bruce, Rosenberg, Jarrett, Thong, Alan, Kunder, Christian, Aparici, Carina Mari, Davidzon, Guido A., Moradi, Farshad, Sonn, Geoffrey A.

Source: Journal of nuclear medicine. 62(5):744-750

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN632132930&indx=1&recIds=ETOCRN632132930

The Challenge of External Generalisability: Insights from the Bicentric Validation of a [ 68 Ga]Ga-PSMA-11 PET Based Radiomics Signature for Primary Prostate Cancer Characterisation Using Histopathology as Reference.

Authors: Ghezzo, Samuele, Bharathi, Praveen Gurunath, Duan, Heying, Mapelli, Paola, Sorgo, Philipp, Davidzon, Guido Alejandro, Bezzi, Carolina, Chung, Benjamin Inbeh, Samanes Gajate, Ana Maria, Thong, Alan Eih Chih, Russo, Tommaso, Brembilla, Giorgio, Loening, Andreas Markus, Ghanouni, Pejman, Grattagliano, Anna, Briganti, Alberto, De Cobelli, Francesco, Sonn, Geoffrey, Chiti, Arturo, Iagaru, Andrei

Source: Cancers; Dec2024, Vol. 16 Issue 23, p4103, 16p

Subject Terms: PUBLIC hospitals, RESEARCH funding, PREDICTION models, RECEIVER operating characteristic curves, RESEARCH evaluation, RADIOMICS, PROSTATE tumors, POSITRON emission tomography, TUMOR markers, CYTOCHEMISTRY, RETROSPECTIVE studies, LONGITUDINAL method, PROSTATE-specific membrane antigen, MEDICAL records, ACQUISITION of data, MACHINE learning, SYMPTOMS

Geographic Terms: ITALY

Elevated tau in the piriform cortex in Alzheimer's but not Parkinson's disease using MR‐PET.

Authors: Taghavi, Hossein Moein, Karimpoor, Mahta, van Staalduinen, Eric, Leventis, Samantha, Young, Christina B., Carlson, Mackenzie L., Davidzon, Guido A., Romero, America, Trelle, Alexandra N., Zaharchuk, Greg, Vossler, Hillary, Rosenberg, Jarrett, Poston, Kathleen L., Wagner, Anthony D., Henderson, Victor W., Georgiadis, Marios, Mormino, Elizabeth, Zeineh, Michael

Source: Alzheimer's & Dementia: The Journal of the Alzheimer's Association; Dec2024 Supplement 1, Vol. 20, p1-4, 4p