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Scan Times

An MGH Radiology Research Newsletter

March 2023

Happy March, everyone. I'll keep my message relatively brief this month. I would like to call your attention to one thing, though, in addition to our usual updates about all the fascinating work underway in the department: namely, Mass General's 2023 Celebration of Science on Wednesday and Thursday (March 29th and 30th).


The two-day event begins with an online poster session at 11 AM Wednesday and continues with presentations of awards on Wednesday afternoon and series of talks on Thursday. The latter include talks by several of our own in Radiology as well as by researchers from across the hospital. As every year, the event promises to be informative and inspiring and surely also lots of fun. I encourage you to attend if you're able. The agenda and other information can be found on this page.


Hope to see you there!

Bruce Rosen, Vice-Chair for Research

In This Issue

Q&A: Caterina Mainero, Director of the Multiple Sclerosis Imaging Laboratory

It (Was) Brain Awareness Week! Here are three Super-Cool Studies Involving Brain Imaging

Research Update:Artificial Intelligence Approach May Help Detect Alzheimer's Disease from Routine Brain Imaging Tests

Research Update: Hemostatic Factors Have Potential As Biomarkers and Therapeutic Targets in MS

Research Update: Metabolomic Information Highly Useful for Predicting Future Prostate Cancer

Research Update:Trends in Oncological Imaging during the COVID-19 Pandemic through the Vaccination Era

Select Publications from February 2023

Q&A: Caterina Mainero, Director of the Multiple Sclerosis Imaging Laboratory

In recognition National Multiple Sclerosis Awareness Month, Caterina Mainero, MD, PhD, director of the Multiple Sclerosis Imaging Laboratory in the Martinos Center for Biomedical Imaging, discusses the lab's research into the mechanisms of the disease and new approaches to diagnosis and monitoring. Read the interview here. See also the Research Update about her work below.

It (Was) Brain Awareness Week! Here are three Super-Cool Studies Involving Brain Imaging

In recognition of Brain Awareness Week (March 13-19) — a ‘global campaign to foster public enthusiasm and support for brain science’ — the Mass General Research Institute highlighted three brain imaging studies from Radiology researchers. Read about the studies here.

Research Updates

Artificial Intelligence Approach May Help Detect Alzheimer's Disease from Routine Brain Imaging Tests


Center for Systems Biology researcher Matthew Leming, PhD and colleagues have reported a deep learning method for detection of Alzheimer’s disease based on routinely collected clinical brain images. The tool may help clinicians identify patients who would benefit from treatment.


Hemostatic Factors Have Potential As Biomarkers and Therapeutic Targets in MS


The Martinos Center's Caterina Mainero, MD, PhD, and colleagues reviewed the interplay of fibrinogen and coagulation factors with neuroinflammation in multiple sclerosis. They conclude that basic knowledge of the coagulation pathways could be translated into new treatment approaches and novel diagnostic and prognostic biomarkers.


Metabolomic Information Highly Useful for Predicting Future Prostate Cancer


A study by the Martinos Center's Leo Cheng, PhD and colleagues suggests that metabolomic changes detected with an advanced nuclear magnetic resonance (NMR) spectroscopy technique can differentiate between patients with benign prostate biopsies who will or will not receive a prostate cancer diagnosis over the following years.


Trends in Oncological Imaging during the COVID-19 Pandemic through the Vaccination Era


Marc Succi, MD, a physician-investigator in the Department of Radiology and Director of the MESH Incubator at Massachusetts General Hospital, discusses a recent study, “Trends in oncological imaging during the COVID-19 pandemic through the vaccination era.”

Select Papers from February 2023

1: Billot B, Greve DN, Puonti O, Thielscher A, Van Leemput K, Fischl B, Dalca AV, Iglesias JE; ADNI. SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining. Med Image Anal. 2023 Feb 25;86:102789. doi: 10.1016/j.media.2023.102789. Epub ahead of print. PMID: 36857946.



2: Calabro FJ, Montez DF, Larsen B, Laymon CM, Foran W, Hallquist MN, Price JC, Luna B. Striatal dopamine supports reward expectation and learning: A simultaneous PET/fMRI study. Neuroimage. 2023 Feb 15;267:119831. doi: 10.1016/j.neuroimage.2022.119831. Epub 2022 Dec 28. PMID: 36586541; PMCID: PMC9983071.



3: Corona L, Tamilia E, Perry MS, Madsen JR, Bolton J, Stone SSD, Stufflebeam SM, Pearl PL, Papadelis C. Non-invasive mapping of epileptogenic networks predicts surgical outcome. Brain. 2023 Feb 15:awac477. doi: 10.1093/brain/awac477. Epub ahead of print. PMID: 36789500.



4: Garzone D, Finger RP, Mauschitz MM, Koch A, Reuter M, Breteler MMB, Aziz NA. Visual impairment and retinal and brain neurodegeneration: A population-based study. Hum Brain Mapp. 2023 Feb 28. doi: 10.1002/hbm.26237. Epub ahead of print. PMID: 36852616.



5: Hadjiiski L, Cha K, Chan HP, Drukker K, Morra L, Näppi JJ, Sahiner B, Yoshida H, Chen Q, Deserno TM, Greenspan H, Huisman H, Huo Z, Mazurchuk R, Petrick N, Regge D, Samala R, Summers RM, Suzuki K, Tourassi G, Vergara D, Armato SG 3rd. AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging. Med Phys. 2023 Feb;50(2):e1-e24. doi: 10.1002/mp.16188. Epub 2023 Jan 6. PMID: 36565447.



6: Hassan MZO, Awadalla M, Tan TC, Scherrer-Crosbie M, Bakar RB, Drobni ZD, Zarif A, Gilman HK, Supraja S, Nikolaidou S, Zhang L, Zlotoff DA, Hickey SB, Patel SA, Januzzi JL, Keane F, Passeri JJ, Neilan TG, MacDonald SM, Jimenez RB. Serial Measurement of Global Longitudinal Strain Among Women With Breast Cancer Treated With Proton Radiation Therapy: A Prospective Trial for 70 Patients. Int J Radiat Oncol Biol Phys. 2023 Feb 1;115(2):398-406. doi: 10.1016/j.ijrobp.2022.08.036. Epub 2022 Aug 24. PMID: 36028065.



7: Hinman JD, Elahi F, Chong D, Radabaugh H, Ferguson A, Maillard P, Thompson JF, Rosenberg GA, Sagare A, Moghekar A, Lu H, Lee T, Wilcock D, Satizabal CL, Tracy R, Seshadri S, Schwab K, Helmer K, Singh H, Kivisäkk P, Greenberg S, DeCarli C, Kramer J. Placental growth factor as a sensitive biomarker for vascular cognitive impairment. Alzheimers Dement. 2023 Feb 23. doi: 10.1002/alz.12974. Epub ahead of print. PMID: 36815663.



8: Insel PS, Young CB, Aisen PS, Johnson KA, Sperling RA, Mormino EC, Donohue MC. Tau positron emission tomography in preclinical Alzheimer's disease. Brain. 2023 Feb 13;146(2):700-711. doi: 10.1093/brain/awac299. PMID: 35962782.



9: Kanne JP, Little BP, Schulte JJ, Haramati A, Haramati LB. Long-term Lung Abnormalities Associated with COVID-19 Pneumonia. Radiology. 2023 Feb;306(2):e221806. doi: 10.1148/radiol.221806. Epub 2022 Aug 30. PMID: 36040336; PMCID: PMC9462591.



10: Keppel C, Weisenberger A, Atanasijevic T, Wang S, Zubal G, Buchsbaum J, Brechbiel M, Capala J, Escorcia F, Obcemea C, Boehnlein A, Heyes G, Bourne P, Cherry S, Colby E, El Fakhri G, Gillo J, Gropler R, Gueye P, Tourassi G, Peggs S, Woody C. The United States Department of Energy and National Institutes of Health Collaboration: Medical Care Advances via Discovery in Physical Sciences. Med Phys. 2023 Mar;50(3):e53-e61. doi: 10.1002/mp.16252. Epub 2023 Feb 22. PMID: 36705550.



11: King RM, Gounis MJ, Schmidt EJ, Leporati A, Gale EM, Bogdanov AA Jr. Molecular Magnetic Resonance Imaging of Aneurysmal Inflammation Using a Redox Active Iron Complex. Invest Radiol. 2023 Feb 4. doi: 10.1097/RLI.0000000000000960. Epub ahead of print. PMID: 36822678.



12: Koops EA, Jacobs HIL. Untangling white matter fibre changes in Alzheimer's disease and small vessel disease. Brain. 2023 Feb 13;146(2):413-415. doi: 10.1093/brain/awac493. PMID: 36567494.



13: Lankinen K, Ahlfors SP, Mamashli F, Blazejewska AI, Raij T, Turpin T, Polimeni JR, Ahveninen J. Cortical depth profiles of auditory and visual 7 T functional MRI responses in human superior temporal areas. Hum Brain Mapp. 2023 Feb 1;44(2):362-372. doi: 10.1002/hbm.26046. Epub 2022 Aug 18. PMID: 35980015; PMCID: PMC9842898.



14: Lennartz S, Li P, Consul N, Lee SI. 2022 Top Images in Radiology: Radiology In Training Editors' Choices. Radiology. 2023 Feb;306(2):e229031. doi: 10.1148/radiol.229031. Epub 2022 Nov 29. PMID: 36445227.



15: Li J, Liu Y, Wisnowski JL, Leahy RM. Identification of overlapping and interacting networks reveals intrinsic spatiotemporal organization of the human brain. Neuroimage. 2023 Apr 15;270:119944. doi: 10.1016/j.neuroimage.2023.119944. Epub 2023 Feb 19. PMID: 36801371.



16: Li X, Marschall TA, Yang K, Liu B. Calculation of scan length and size- specific dose at longitudinal positions of body CT scans using dose equilibrium function. Med Phys. 2023 Feb;50(2):1096-1104. doi: 10.1002/mp.15959. Epub 2022 Sep 7. PMID: 36040318.



17: McLoud TC, Little BP. Thoracic Radiology: Recent Developments and Future Trends. Radiology. 2023 Feb;306(2):e223121. doi: 10.1148/radiol.223121. Epub 2023 Jan 17. PMID: 36648345.



18: Medani T, Garcia-Prieto J, Tadel F, Antonakakis M, Erdbrügger T, Höltershinken M, Mead W, Schrader S, Joshi A, Engwer C, Wolters CH, Mosher JC, Leahy RM. Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity. Neuroimage. 2023 Feb 15;267:119851. doi: 10.1016/j.neuroimage.2022.119851. Epub 2023 Jan 1. PMID: 36599389; PMCID: PMC9904282.



19: Nurmi T, Hakonen M, Bourguignon M, Piitulainen H. Proprioceptive response strength in the primary sensorimotor cortex is invariant to the range of finger movement. Neuroimage. 2023 Apr 1;269:119937. doi: 10.1016/j.neuroimage.2023.119937. Epub 2023 Feb 13. PMID: 36791896.



20: O'Shea A. Imaging Intestinal Fibrosis with 68Ga-FAPI PET/MRE: A Promising Tool for the Assessment of Crohn Disease Strictures? Radiology. 2023 Feb 28:230130. doi: 10.1148/radiol.230130. Epub ahead of print. PMID: 36853184.



21: Reeder SB, Yokoo T, França M, Hernando D, Alberich-Bayarri Á, Alústiza JM, Gandon Y, Henninger B, Hillenbrand C, Jhaveri K, Karçaaltıncaba M, Kühn JP, Mojtahed A, Serai SD, Ward R, Wood JC, Yamamura J, Martí-Bonmatí L. Quantification of Liver Iron Overload with MRI: Review and Guidelines from the ESGAR and SAR. Radiology. 2023 Feb 21:221856. doi: 10.1148/radiol.221856. Epub ahead of print. PMID: 36809220.



22: Rimol LM, Rise HH, Evensen KAI, Yendiki A, Løhaugen GC, Indredavik MS, Brubakk AM, Bjuland KJ, Eikenes L, Weider S, Håberg A, Skranes J. Atypical brain structure mediates reduced IQ in young adults born preterm with very low birth weight. Neuroimage. 2023 Feb 1;266:119816. doi: 10.1016/j.neuroimage.2022.119816. Epub 2022 Dec 14. PMID: 36528311.



23: Robinson-Weiss C, Patel J, Bizzo BC, Glazer DI, Bridge CP, Andriole KP, Dabiri B, Chin JK, Dreyer K, Kalpathy-Cramer J, Mayo-Smith WW. Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT. Radiology. 2023 Feb;306(2):e220101. doi: 10.1148/radiol.220101. Epub 2022 Sep 20. PMID: 36125375.



24: Saboury B, Bradshaw T, Boellaard R, Buvat I, Dutta J, Hatt M, Jha AK, Li Q, Liu C, McMeekin H, Morris MA, Scott PJH, Siegel E, Sunderland JJ, Pandit-Taskar N, Wahl RL, Zuehlsdorff S, Rahmim A. Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem. J Nucl Med. 2023 Feb;64(2):188-196. doi: 10.2967/jnumed.121.263703. Epub 2022 Dec 15. PMID: 36522184; PMCID: PMC9902852.



25: Sanchez-Todo R, Bastos AM, Lopez-Sola E, Mercadal B, Santarnecchi E, Miller EK, Deco G, Ruffini G. A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings. Neuroimage. 2023 Apr 15;270:119938. doi: 10.1016/j.neuroimage.2023.119938. Epub 2023 Feb 11. PMID: 36775081.



26: Senay O, Seethaler M, Makris N, Yeterian E, Rushmore J, Cho KIK, Rizzoni E, Heller C, Pasternak O, Szczepankiewicz F, Westin CF, Losak J, Ustohal L, Tomandl J, Vojtisek L, Kudlicka P, Kikinis Z, Holt D, Lewandowski KE, Lizano P, Keshavan MS, Öngür D, Kasparek T, Breier A, Shenton ME, Seitz-Holland J, Kubicki M. A preliminary choroid plexus volumetric study in individuals with psychosis. Hum Brain Mapp. 2023 Feb 6. doi: 10.1002/hbm.26224. Epub ahead of print. PMID: 36744628.



27: Weerasekera A, Ion-Mărgineanu A, Green C, Mody M, Nolan GP. Predictive models demonstrate age-dependent association of subcortical volumes and cognitive measures. Hum Brain Mapp. 2023 Feb 1;44(2):801-812. doi: 10.1002/hbm.26100. Epub 2022 Oct 12. PMID: 36222055; PMCID: PMC9842902.



28: Xu L, Wood PA, Grenier RE. Pregnant Pause…Having a Baby during Radiology Residency. Radiology. 2023 Feb 14:221107. doi: 10.1148/radiol.221107. Epub ahead of print. PMID: 36786704.

1: Billot B, Greve DN, Puonti O, Thielscher A, Van Leemput K, Fischl B, Dalca AV, Iglesias JE; ADNI. SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining. Med Image Anal. 2023 Feb 25;86:102789. doi: 10.1016/j.media.2023.102789. Epub ahead of print. PMID: 36857946.


2: Calabro FJ, Montez DF, Larsen B, Laymon CM, Foran W, Hallquist MN, Price JC, Luna B. Striatal dopamine supports reward expectation and learning: A simultaneous PET/fMRI study. Neuroimage. 2023 Feb 15;267:119831. doi: 10.1016/j.neuroimage.2022.119831. Epub 2022 Dec 28. PMID: 36586541; PMCID: PMC9983071.


3: Corona L, Tamilia E, Perry MS, Madsen JR, Bolton J, Stone SSD, Stufflebeam SM, Pearl PL, Papadelis C. Non-invasive mapping of epileptogenic networks predicts surgical outcome. Brain. 2023 Feb 15:awac477. doi: 10.1093/brain/awac477. Epub ahead of print. PMID: 36789500.


4: Garzone D, Finger RP, Mauschitz MM, Koch A, Reuter M, Breteler MMB, Aziz NA. Visual impairment and retinal and brain neurodegeneration: A population-based study. Hum Brain Mapp. 2023 Feb 28. doi: 10.1002/hbm.26237. Epub ahead of print. PMID: 36852616.


5: Hadjiiski L, Cha K, Chan HP, Drukker K, Morra L, Näppi JJ, Sahiner B, Yoshida H, Chen Q, Deserno TM, Greenspan H, Huisman H, Huo Z, Mazurchuk R, Petrick N, Regge D, Samala R, Summers RM, Suzuki K, Tourassi G, Vergara D, Armato SG 3rd. AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging. Med Phys. 2023 Feb;50(2):e1-e24. doi: 10.1002/mp.16188. Epub 2023 Jan 6. PMID: 36565447.


6: Hassan MZO, Awadalla M, Tan TC, Scherrer-Crosbie M, Bakar RB, Drobni ZD, Zarif A, Gilman HK, Supraja S, Nikolaidou S, Zhang L, Zlotoff DA, Hickey SB, Patel SA, Januzzi JL, Keane F, Passeri JJ, Neilan TG, MacDonald SM, Jimenez RB. Serial Measurement of Global Longitudinal Strain Among Women With Breast Cancer Treated With Proton Radiation Therapy: A Prospective Trial for 70 Patients. Int J Radiat Oncol Biol Phys. 2023 Feb 1;115(2):398-406. doi: 10.1016/j.ijrobp.2022.08.036. Epub 2022 Aug 24. PMID: 36028065.


7: Hinman JD, Elahi F, Chong D, Radabaugh H, Ferguson A, Maillard P, Thompson JF, Rosenberg GA, Sagare A, Moghekar A, Lu H, Lee T, Wilcock D, Satizabal CL, Tracy R, Seshadri S, Schwab K, Helmer K, Singh H, Kivisäkk P, Greenberg S, DeCarli C, Kramer J. Placental growth factor as a sensitive biomarker for vascular cognitive impairment. Alzheimers Dement. 2023 Feb 23. doi: 10.1002/alz.12974. Epub ahead of print. PMID: 36815663.


8: Insel PS, Young CB, Aisen PS, Johnson KA, Sperling RA, Mormino EC, Donohue MC. Tau positron emission tomography in preclinical Alzheimer's disease. Brain. 2023 Feb 13;146(2):700-711. doi: 10.1093/brain/awac299. PMID: 35962782.


9: Kanne JP, Little BP, Schulte JJ, Haramati A, Haramati LB. Long-term Lung Abnormalities Associated with COVID-19 Pneumonia. Radiology. 2023 Feb;306(2):e221806. doi: 10.1148/radiol.221806. Epub 2022 Aug 30. PMID: 36040336; PMCID: PMC9462591.


10: Keppel C, Weisenberger A, Atanasijevic T, Wang S, Zubal G, Buchsbaum J, Brechbiel M, Capala J, Escorcia F, Obcemea C, Boehnlein A, Heyes G, Bourne P, Cherry S, Colby E, El Fakhri G, Gillo J, Gropler R, Gueye P, Tourassi G, Peggs S, Woody C. The United States Department of Energy and National Institutes of Health Collaboration: Medical Care Advances via Discovery in Physical Sciences. Med Phys. 2023 Mar;50(3):e53-e61. doi: 10.1002/mp.16252. Epub 2023 Feb 22. PMID: 36705550.


11: King RM, Gounis MJ, Schmidt EJ, Leporati A, Gale EM, Bogdanov AA Jr. Molecular Magnetic Resonance Imaging of Aneurysmal Inflammation Using a Redox Active Iron Complex. Invest Radiol. 2023 Feb 4. doi: 10.1097/RLI.0000000000000960. Epub ahead of print. PMID: 36822678.


12: Koops EA, Jacobs HIL. Untangling white matter fibre changes in Alzheimer's disease and small vessel disease. Brain. 2023 Feb 13;146(2):413-415. doi: 10.1093/brain/awac493. PMID: 36567494.


13: Lankinen K, Ahlfors SP, Mamashli F, Blazejewska AI, Raij T, Turpin T, Polimeni JR, Ahveninen J. Cortical depth profiles of auditory and visual 7 T functional MRI responses in human superior temporal areas. Hum Brain Mapp. 2023 Feb 1;44(2):362-372. doi: 10.1002/hbm.26046. Epub 2022 Aug 18. PMID: 35980015; PMCID: PMC9842898.


14: Lennartz S, Li P, Consul N, Lee SI. 2022 Top Images in RadiologyRadiology In Training Editors' Choices. Radiology. 2023 Feb;306(2):e229031. doi: 10.1148/radiol.229031. Epub 2022 Nov 29. PMID: 36445227.


15: Li J, Liu Y, Wisnowski JL, Leahy RM. Identification of overlapping and interacting networks reveals intrinsic spatiotemporal organization of the human brain. Neuroimage. 2023 Apr 15;270:119944. doi: 10.1016/j.neuroimage.2023.119944. Epub 2023 Feb 19. PMID: 36801371.


16: Li X, Marschall TA, Yang K, Liu B. Calculation of scan length and size- specific dose at longitudinal positions of body CT scans using dose equilibrium function. Med Phys. 2023 Feb;50(2):1096-1104. doi: 10.1002/mp.15959. Epub 2022 Sep 7. PMID: 36040318.


17: McLoud TC, Little BP. Thoracic Radiology: Recent Developments and Future Trends. Radiology. 2023 Feb;306(2):e223121. doi: 10.1148/radiol.223121. Epub 2023 Jan 17. PMID: 36648345.


18: Medani T, Garcia-Prieto J, Tadel F, Antonakakis M, Erdbrügger T, Höltershinken M, Mead W, Schrader S, Joshi A, Engwer C, Wolters CH, Mosher JC, Leahy RM. Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity. Neuroimage. 2023 Feb 15;267:119851. doi: 10.1016/j.neuroimage.2022.119851. Epub 2023 Jan 1. PMID: 36599389; PMCID: PMC9904282.


19: Nurmi T, Hakonen M, Bourguignon M, Piitulainen H. Proprioceptive response strength in the primary sensorimotor cortex is invariant to the range of finger movement. Neuroimage. 2023 Apr 1;269:119937. doi: 10.1016/j.neuroimage.2023.119937. Epub 2023 Feb 13. PMID: 36791896.


20: O'Shea A. Imaging Intestinal Fibrosis with 68Ga-FAPI PET/MRE: A Promising Tool for the Assessment of Crohn Disease Strictures? Radiology. 2023 Feb 28:230130. doi: 10.1148/radiol.230130. Epub ahead of print. PMID: 36853184.


21: Reeder SB, Yokoo T, França M, Hernando D, Alberich-Bayarri Á, Alústiza JM, Gandon Y, Henninger B, Hillenbrand C, Jhaveri K, Karçaaltıncaba M, Kühn JP, Mojtahed A, Serai SD, Ward R, Wood JC, Yamamura J, Martí-Bonmatí L. Quantification of Liver Iron Overload with MRI: Review and Guidelines from the ESGAR and SAR. Radiology. 2023 Feb 21:221856. doi: 10.1148/radiol.221856. Epub ahead of print. PMID: 36809220.


22: Rimol LM, Rise HH, Evensen KAI, Yendiki A, Løhaugen GC, Indredavik MS, Brubakk AM, Bjuland KJ, Eikenes L, Weider S, Håberg A, Skranes J. Atypical brain structure mediates reduced IQ in young adults born preterm with very low birth weight. Neuroimage. 2023 Feb 1;266:119816. doi: 10.1016/j.neuroimage.2022.119816. Epub 2022 Dec 14. PMID: 36528311.


23: Robinson-Weiss C, Patel J, Bizzo BC, Glazer DI, Bridge CP, Andriole KP, Dabiri B, Chin JK, Dreyer K, Kalpathy-Cramer J, Mayo-Smith WW. Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT. Radiology. 2023 Feb;306(2):e220101. doi: 10.1148/radiol.220101. Epub 2022 Sep 20. PMID: 36125375.


24: Saboury B, Bradshaw T, Boellaard R, Buvat I, Dutta J, Hatt M, Jha AK, Li Q, Liu C, McMeekin H, Morris MA, Scott PJH, Siegel E, Sunderland JJ, Pandit-Taskar N, Wahl RL, Zuehlsdorff S, Rahmim A. Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem. J Nucl Med. 2023 Feb;64(2):188-196. doi: 10.2967/jnumed.121.263703. Epub 2022 Dec 15. PMID: 36522184; PMCID: PMC9902852.


25: Sanchez-Todo R, Bastos AM, Lopez-Sola E, Mercadal B, Santarnecchi E, Miller EK, Deco G, Ruffini G. A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings. Neuroimage. 2023 Apr 15;270:119938. doi: 10.1016/j.neuroimage.2023.119938. Epub 2023 Feb 11. PMID: 36775081.


26: Senay O, Seethaler M, Makris N, Yeterian E, Rushmore J, Cho KIK, Rizzoni E, Heller C, Pasternak O, Szczepankiewicz F, Westin CF, Losak J, Ustohal L, Tomandl J, Vojtisek L, Kudlicka P, Kikinis Z, Holt D, Lewandowski KE, Lizano P, Keshavan MS, Öngür D, Kasparek T, Breier A, Shenton ME, Seitz-Holland J, Kubicki M. A preliminary choroid plexus volumetric study in individuals with psychosis. Hum Brain Mapp. 2023 Feb 6. doi: 10.1002/hbm.26224. Epub ahead of print. PMID: 36744628.


27: Weerasekera A, Ion-Mărgineanu A, Green C, Mody M, Nolan GP. Predictive models demonstrate age-dependent association of subcortical volumes and cognitive measures. Hum Brain Mapp. 2023 Feb 1;44(2):801-812. doi: 10.1002/hbm.26100. Epub 2022 Oct 12. PMID: 36222055; PMCID: PMC9842902.


28: Xu L, Wood PA, Grenier RE. Pregnant Pause…Having a Baby during Radiology Residency. Radiology. 2023 Feb 14:221107. doi: 10.1148/radiol.221107. Epub ahead of print. PMID: 36786704.