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Reconciling modern machine-learning practice and the classical bias-variance trade-off.

Belkin M, Hsu D, Ma S, Mandal S.

Proc Natl Acad Sci U S A. 2019 Aug 6;116(32):15849-15854. doi: 10.1073/pnas.1903070116. Epub 2019 Jul 24.


Postoperative Delirium and Postoperative Cognitive Dysfunction: Overlap and Divergence.

Daiello LA, Racine AM, Yun Gou R, Marcantonio ER, Xie Z, Kunze LJ, Vlassakov KV, Inouye SK, Jones RN, Alsop D, Travison T, Arnold S, Cooper Z, Dickerson B, Fong T, Metzger E, Pascual-Leone A, Schmitt EM, Shafi M, Cavallari M, Dai W, Dillon ST, McElhaney J, Guttmann C, Hshieh T, Kuchel G, Libermann T, Ngo L, Press D, Saczynski J, Vasunilashorn S, O'Connor M, Kimchi E, Strauss J, Wong B, Belkin M, Ayres D, Callery M, Pomposelli F, Wright J, Schermerhorn M, Abrantes T, Albuquerque A, Bertrand S, Brown A, Callahan A, D'Aquila M, Dowal S, Fox M, Gallagher J, Anna Gersten R, Hodara A, Helfand B, Inloes J, Kettell J, Kuczmarska A, Nee J, Nemeth E, Ochsner L, Palihnich K, Parisi K, Puelle M, Rastegar S, Vella M, Xu G, Bryan M, Guess J, Enghorn D, Gross A, Gou Y, Habtemariam D, Isaza I, Kosar C, Rockett C, Tommet D, Gruen T, Ross M, Tasker K, Gee J, Kolanowski A, Pisani M, de Rooij S, Rogers S, Studenski S, Stern Y, Whittemore A, Gottlieb G, Orav J, Sperling R; SAGES Study Group*.

Anesthesiology. 2019 Sep;131(3):477-491. doi: 10.1097/ALN.0000000000002729.


Investigating the neuroprotective effect of Copolymer-1 in acute primary angle closure - Interim report of a randomized placebo-controlled double-masked clinical trial.

Fan KR, Baskaran M, Nongpiur ME, Htoon HM, de Leon JMS, Perera SA, Belkin M, Aung T.

Acta Ophthalmol. 2019 Sep;97(6):e827-e832. doi: 10.1111/aos.14099. Epub 2019 Mar 27.


Back To The Future: Radial Basis Function Network Revisited.

Que Q, Belkin M.

IEEE Trans Pattern Anal Mach Intell. 2019 Mar 25. doi: 10.1109/TPAMI.2019.2906594. [Epub ahead of print]


Evaluation of visual function in Royal College of Surgeon rats using a depth perception visual cliff test.

Tzameret A, Sher I, Edelstain V, Belkin M, Kalter-Leibovici O, Solomon AS, Rotenstreich Y.

Vis Neurosci. 2019 Jan;36:E002. doi: 10.1017/S095252381800007X.


Spatial visual function in anomalous trichromats: Is less more?

Doron R, Sterkin A, Fried M, Yehezkel O, Lev M, Belkin M, Rosner M, Solomon AS, Mandel Y, Polat U.

PLoS One. 2019 Jan 23;14(1):e0209662. doi: 10.1371/journal.pone.0209662. eCollection 2019.


Effect of Stimulus Intensity and Visual Field Location on Rod- and Cone-Mediated Pupil Response to Focal Light Stimuli.

Haj Yahia S, Hamburg A, Sher I, Ben Ner D, Yassin S, Chibel R, Mimouni M, Derazne E, Belkin M, Rotenstreich Y.

Invest Ophthalmol Vis Sci. 2018 Dec 3;59(15):6027-6035. doi: 10.1167/iovs.18-23767.


Intraocular pressure remote photonic biomonitoring based on temporally encoded external sound wave stimulation.

Bennett A, Beiderman Y, Agdarov S, Beiderman Y, Ozana N, Belkin M, Zalevsky Z.

J Biomed Opt. 2018 Nov;23(11):1-9. doi: 10.1117/1.JBO.23.11.117001.


High-sensitivity infrared vibrational nanospectroscopy in water.

Jin M, Lu F, Belkin MA.

Light Sci Appl. 2017 Jul 28;6(7):e17096. doi: 10.1038/lsa.2017.96. eCollection 2017 Jul. No abstract available.


Invited commentary.

Belkin M.

J Vasc Surg. 2018 Sep;68(3):681-682. doi: 10.1016/j.jvs.2017.12.081. No abstract available.


Quantum Confinement in Oxide Heterostructures: Room-Temperature Intersubband Absorption in SrTiO3/LaAlO3 Multiple Quantum Wells.

Ortmann JE, Nookala N, He Q, Gao L, Lin C, Posadas AB, Borisevich AY, Belkin MA, Demkov AA.

ACS Nano. 2018 Aug 28;12(8):7682-7689. doi: 10.1021/acsnano.8b01293. Epub 2018 Aug 1.


Thirty-year trends in aortofemoral bypass for aortoiliac occlusive disease.

Sharma G, Scully RE, Shah SK, Madenci AL, Arnaoutakis DJ, Menard MT, Ozaki CK, Belkin M.

J Vasc Surg. 2018 Dec;68(6):1796-1804.e2. doi: 10.1016/j.jvs.2018.01.067. Epub 2018 Jul 9.


Strategies and outcomes for aortic endograft explantation.

Arnaoutakis DJ, Sharma G, Blackwood S, Shah SK, Menard M, Ozaki CK, Belkin M.

J Vasc Surg. 2019 Jan;69(1):80-85. doi: 10.1016/j.jvs.2018.03.426. Epub 2018 Jun 15.


Symptomatic carotid stenosis and ipsilateral carotid body tumor.

Shah SK, Levine S, O'Leary J, Belkin M.

Vasa. 2018 Aug;47(5):424-426. doi: 10.1024/0301-1526/a000725. Epub 2018 Jun 18.


Heart health in the age of highly active antiretroviral therapy: a review of HIV cardiomyopathy.

Belkin MN, Uriel N.

Curr Opin Cardiol. 2018 May;33(3):317-324. doi: 10.1097/HCO.0000000000000513. Review.


Incidence and Clinical Significance of New-Onset Device-Detected Atrial Tachyarrhythmia: A Meta-Analysis.

Belkin MN, Soria CE, Waldo AL, Borleffs CJW, Hayes DL, Tung R, Singh JP, Upadhyay GA.

Circ Arrhythm Electrophysiol. 2018 Mar;11(3):e005393. doi: 10.1161/CIRCEP.117.005393. Review.


Does Cardiac Resynchronization Therapy Benefit Patients with Non-Left Bundle Branch Block Prolonged QRS Patterns?

Belkin MN, Upadhyay GA.

Curr Cardiol Rep. 2017 Oct 24;19(12):125. doi: 10.1007/s11886-017-0929-8. Review.


Spectral purity and tunability of terahertz quantum cascade laser sources based on intracavity difference-frequency generation.

Consolino L, Jung S, Campa A, De Regis M, Pal S, Kim JH, Fujita K, Ito A, Hitaka M, Bartalini S, De Natale P, Belkin MA, Vitiello MS.

Sci Adv. 2017 Sep 1;3(9):e1603317. doi: 10.1126/sciadv.1603317. eCollection 2017 Sep.


Ameliorative response to detoxification, psychotherapy, and medical management in patients maintained on opioids for pain.

Belkin M, Reinheimer HS, Levy J, Johnson B.

Am J Addict. 2017 Oct;26(7):738-743. doi: 10.1111/ajad.12605. Epub 2017 Aug 11.


Dielectric properties of semi-insulating Fe-doped InP in the terahertz spectral region.

Alyabyeva LN, Zhukova ES, Belkin MA, Gorshunov BP.

Sci Rep. 2017 Aug 4;7(1):7360. doi: 10.1038/s41598-017-07164-1.


Improved outcomes with proximal radial-cephalic arteriovenous fistulas compared with brachial-cephalic arteriovenous fistulas.

Arnaoutakis DJ, Deroo EP, McGlynn P, Coll MD, Belkin M, Hentschel DM, Ozaki CK.

J Vasc Surg. 2017 Nov;66(5):1497-1503. doi: 10.1016/j.jvs.2017.04.075. Epub 2017 Jul 29.


Long-Term Safety of Transplanting Human Bone Marrow Stromal Cells into the Extravascular Spaces of the Choroid of Rabbits.

Tzameret A, Kalish SE, Sher I, Twito L, Meir A, Levy I, Margel S, Moroz I, Rosner M, Treves AJ, Nagler A, Belkin M, Rotenstreich Y.

Stem Cells Int. 2017;2017:4061975. doi: 10.1155/2017/4061975. Epub 2017 Jun 18.


Behavioral and Pharmacological Adherence in Pediatric Sickle Cell Disease: Parent-Child Agreement and Family Factors Associated With Adherence.

Klitzman PH, Carmody JK, Belkin MH, Janicke DM.

J Pediatr Psychol. 2018 Jan 1;43(1):31-39. doi: 10.1093/jpepsy/jsx077.


Impact of body mass index and gender on wound complications after lower extremity arterial surgery.

Arnaoutakis DJ, Scully RE, Sharma G, Shah SK, Ozaki CK, Belkin M, Nguyen LL.

J Vasc Surg. 2017 Jun;65(6):1713-1718.e1. doi: 10.1016/j.jvs.2016.12.116. Epub 2017 Mar 1.


Electrical tuning of the polarization state of light using graphene-integrated anisotropic metasurfaces.

Dutta-Gupta S, Dabidian N, Kholmanov I, Belkin MA, Shvets G.

Philos Trans A Math Phys Eng Sci. 2017 Mar 28;375(2090). pii: 20160061. doi: 10.1098/rsta.2016.0061.


Lombard Aorfix high angulation device, sac behavior following implantation.

McGillicuddy EA, Fillinger M, Robinson WP 3rd, Hodgson K, Jordan WD, Beck AW, Malas M, Belkin M.

J Vasc Surg. 2017 Jul;66(1):71-78. doi: 10.1016/j.jvs.2016.12.063. Epub 2017 Feb 9.


Five-year outcomes of the PYTHAGORAS U.S. clinical trial of the Aorfix endograft for endovascular aneurysm repair in patients with highly angulated aortic necks.

Malas MB, Hicks CW, Jordan WD Jr, Hodgson KJ, Mills JL Sr, Makaroun MS, Belkin M, Fillinger MF; PYTHAGORAS Investigators.

J Vasc Surg. 2017 Jun;65(6):1598-1607. doi: 10.1016/j.jvs.2016.10.120. Epub 2017 Feb 9.


Rapidly Expanding Infectious Aortic Aneurysm Caused by Perforated Colon Cancer.

Rajab TK, Rinewalt DE, Belkin M, Goldberg JE, Zhou H.

Aorta (Stamford). 2016 Aug 1;4(4):131-133. doi: 10.12945/j.aorta.2016.16.011. eCollection 2016 Aug.


In-hospital statin underutilization among high-risk patients: delayed uptake of the 2013 cholesterol guidelines in a U.S. cohort.

Wadia SK, Belkin M, Chow KS, Nattiv J, Appis A, Feinstein SB, Williams KA Sr.

Hosp Pract (1995). 2017 Feb;45(1):16-20. doi: 10.1080/21548331.2017.1282798.


High dose-rate brachytherapy for the treatment of lower extremity in-stent restenosis.

Ho KJ, Devlin PM, Madenci AL, Semel ME, Gravereaux EC, Nguyen LL, Belkin M, Menard MT.

J Vasc Surg. 2017 Mar;65(3):734-743. doi: 10.1016/j.jvs.2016.10.002. Epub 2016 Dec 13.


Mechanical Trapping of DNA in a Double-Nanopore System.

Pud S, Chao SH, Belkin M, Verschueren D, Huijben T, van Engelenburg C, Dekker C, Aksimentiev A.

Nano Lett. 2016 Dec 14;16(12):8021-8028. Epub 2016 Dec 1.


A minimally invasive adjustable-depth blunt injector for delivery of pharmaceuticals into the posterior pole.

Rotenstreich Y, Tzameret A, Kalish SE, Bubis E, Belkin M, Moroz I, Rosner M, Levy I, Margel S, Sher I.

Acta Ophthalmol. 2017 May;95(3):e197-e205. doi: 10.1111/aos.13238. Epub 2016 Oct 25.


Thermopile detector of light ellipticity.

Lu F, Lee J, Jiang A, Jung S, Belkin MA.

Nat Commun. 2016 Oct 5;7:12994. doi: 10.1038/ncomms12994.


Endovascular repair of abdominal aortic aneurysms.

Arnaoutakis DJ, Zammert M, Karthikesalingam A, Belkin M.

Best Pract Res Clin Anaesthesiol. 2016 Sep;30(3):331-40. doi: 10.1016/j.bpa.2016.05.004. Epub 2016 Jun 30. Review.


Transscleral Selective Laser Trabeculoplasty Without a Gonioscopy Lens.

Geffen N, Ofir S, Belkin A, Segev F, Barkana Y, Kaplan Messas A, Assia EI, Belkin M.

J Glaucoma. 2017 Mar;26(3):201-207. doi: 10.1097/IJG.0000000000000464.


The accuracy and cost-effectiveness of strategies used to identify peripheral artery disease among patients with diabetic foot ulcers.

Barshes NR, Flores E, Belkin M, Kougias P, Armstrong DG, Mills JL Sr.

J Vasc Surg. 2016 Dec;64(6):1682-1690.e3. doi: 10.1016/j.jvs.2016.04.056. Epub 2016 Aug 27.


The impact of vascular surgery wound complications on quality of life.

McGillicuddy EA, Ozaki CK, Shah SK, Belkin M, Hamdan A, Barshes N, Wyers M, Nguyen L.

J Vasc Surg. 2016 Dec;64(6):1780-1788. doi: 10.1016/j.jvs.2016.05.068. Epub 2016 Jul 26.


Vitamin D Deficiency Promotes Liver Tumor Growth in Transforming Growth Factor-β/Smad3-Deficient Mice Through Wnt and Toll-like Receptor 7 Pathway Modulation.

Chen J, Katz LH, Muñoz NM, Gu S, Shin JH, Jogunoori WS, Lee MH, Belkin MD, Kim SB, White JC, Andricovich J, Tzatsos A, Li S, Kim SS, Shetty K, Mishra B, Rashid A, Lee JS, Mishra L.

Sci Rep. 2016 Jul 26;6:30217. doi: 10.1038/srep30217.


Experimental demonstration of the microscopic origin of circular dichroism in two-dimensional metamaterials.

Khanikaev AB, Arju N, Fan Z, Purtseladze D, Lu F, Lee J, Sarriugarte P, Schnell M, Hillenbrand R, Belkin MA, Shvets G.

Nat Commun. 2016 Jun 22;7:12045. doi: 10.1038/ncomms12045.


Experimental Demonstration of Phase Modulation and Motion Sensing Using Graphene-Integrated Metasurfaces.

Dabidian N, Dutta-Gupta S, Kholmanov I, Lai K, Lu F, Lee J, Jin M, Trendafilov S, Khanikaev A, Fallahazad B, Tutuc E, Belkin MA, Shvets G.

Nano Lett. 2016 Jun 8;16(6):3607-15. doi: 10.1021/acs.nanolett.6b00732. Epub 2016 May 12.


Mutational Profiles Reveal an Aberrant TGF-β-CEA Regulated Pathway in Colon Adenomas.

Chen J, Raju GS, Jogunoori W, Menon V, Majumdar A, Chen JS, Gi YJ, Jeong YS, Phan L, Belkin M, Gu S, Kundra S, Mistry NA, Zhang J, Su X, Li S, Lin SH, Javle M, McMurray JS, Rahlfs TF, Mishra B, White J, Rashid A, Beauchemin N, Weston BR, Shafi MA, Stroehlein JR, Davila M, Akbani R, Weinstein JN, Wu X, Mishra L.

PLoS One. 2016 Apr 21;11(4):e0153933. doi: 10.1371/journal.pone.0153933. eCollection 2016.


TGF-β signaling in liver and gastrointestinal cancers.

Katz LH, Likhter M, Jogunoori W, Belkin M, Ohshiro K, Mishra L.

Cancer Lett. 2016 Sep 1;379(2):166-72. doi: 10.1016/j.canlet.2016.03.033. Epub 2016 Mar 30. Review.


Invited commentary.

Belkin M.

J Vasc Surg. 2016 Apr;63(4):965. doi: 10.1016/j.jvs.2015.10.054. No abstract available.


Molecular Dynamics Simulation of DNA Capture and Transport in Heated Nanopores.

Belkin M, Aksimentiev A.

ACS Appl Mater Interfaces. 2016 May 25;8(20):12599-608. doi: 10.1021/acsami.6b00463. Epub 2016 Mar 21.


Spectroscopic Study of Terahertz Generation in Mid-Infrared Quantum Cascade Lasers.

Jiang Y, Vijayraghavan K, Jung S, Jiang A, Kim JH, Demmerle F, Boehm G, Amann MC, Belkin MA.

Sci Rep. 2016 Feb 16;6:21169. doi: 10.1038/srep21169.


A Biological Tissue Adhesive and Dissolvent System for Intraocular Tumor Plaque Brachytherapy.

Zloto O, Vishnevskia-Dai V, Moisseiev J, Belkin M, Fabian ID.

Ophthalmic Surg Lasers Imaging Retina. 2016 Feb;47(2):163-70. doi: 10.3928/23258160-20160126-10.


Correlation Between Vision and Cognitive Function in the Elderly: A Cross-Sectional Study.

Spierer O, Fischer N, Barak A, Belkin M.

Medicine (Baltimore). 2016 Jan;95(3):e2423. doi: 10.1097/MD.0000000000002423.


Perioperative outcomes of elective inflow revascularization for lower extremity claudication in the American College of Surgeons National Surgical Quality Improvement Program database.

Madenci AL, Ozaki CK, Gupta N, Raffetto JD, Belkin M, McPhee JT.

Am J Surg. 2016 Sep;212(3):461-467.e2. doi: 10.1016/j.amjsurg.2015.10.016. Epub 2015 Dec 13.


Gradient Nonlinear Pancharatnam-Berry Metasurfaces.

Tymchenko M, Gomez-Diaz JS, Lee J, Nookala N, Belkin MA, Alù A.

Phys Rev Lett. 2015 Nov 13;115(20):207403. doi: 10.1103/PhysRevLett.115.207403. Epub 2015 Nov 10.


Plasmonic Nanopores for Trapping, Controlling Displacement, and Sequencing of DNA.

Belkin M, Chao SH, Jonsson MP, Dekker C, Aksimentiev A.

ACS Nano. 2015 Nov 24;9(11):10598-611. doi: 10.1021/acsnano.5b04173. Epub 2015 Oct 1.

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