Jaime Ide, PhD
Associate Research Scientist in Psychiatry
Research & Publications
Biography
Research Summary
- Addiction neuroimaging
- Cognitive control
- Computational modeling of decision-making
- Functional connectivity and control system modeling
- Bayesian and Predictive modeling
- Machine learning and pattern recognition
- Autonomy and cognition
Coauthors
Research Image
Model-based MRI
Selected Publications
- Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight TrialsPope A, Ide J, Miovi D, Diaz H, Twedt J, Alcedo K, Walker T, Rosenbluth D, Ritholtz L, Javorsek D. Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials. IEEE Transactions On Artificial Intelligence 2022, 4: 1371-1385. DOI: 10.1109/tai.2022.3222143.
- Soft Actor-Critic with Inhibitory Networks for Retraining UAV Controllers FasterChoi M, Filter M, Alcedo K, Walker T, Rosenbluth D, Ide J. Soft Actor-Critic with Inhibitory Networks for Retraining UAV Controllers Faster. 2022, 00: 1561-1570. DOI: 10.1109/icuas54217.2022.9836052.
- Sex-different interrelationships of rs945270, cerebral gray matter volumes, and attention deficit hyperactivity disorder: a region-wide study across brainLuo X, Fang W, Lin X, Guo X, Chen Y, Tan Y, Wang L, Jing X, Wang X, Zhang Y, Yu T, Ide J, Cao Y, Yang L, Li CR. Sex-different interrelationships of rs945270, cerebral gray matter volumes, and attention deficit hyperactivity disorder: a region-wide study across brain. Translational Psychiatry 2022, 12: 225. PMID: 35654767, PMCID: PMC9163172, DOI: 10.1038/s41398-022-02007-8.
- Gray matter volumetric correlates of dimensional impulsivity traits in children: Sex differences and heritabilityChen Y, Ide JS, Li CS, Chaudhary S, Le TM, Wang W, Zhornitsky S, Zhang S, Li C. Gray matter volumetric correlates of dimensional impulsivity traits in children: Sex differences and heritability. Human Brain Mapping 2022, 43: 2634-2652. PMID: 35212098, PMCID: PMC9057091, DOI: 10.1002/hbm.25810.
- An egg image noise model for digital visual counting processingBehaine C, Ide J. An egg image noise model for digital visual counting processing. 2021, 00: 293-298. DOI: 10.1109/sibgrapi54419.2021.00047.
- Multi-object tracking with deep learning ensemble for unmanned aerial system applicationsXie W, Ide J, Izadi D, Banger S, Walker T, Ceresani R, Spagnuolo D, Guagliano C, Diaz H, Twedt J. Multi-object tracking with deep learning ensemble for unmanned aerial system applications. Proceedings Of SPIE--the International Society For Optical Engineering 2021, 11870: 118700i-118700i-13. DOI: 10.1117/12.2600209.
- Endocytosis and the Participation of Glycosaminoglycans Are Important to the Mechanism of Cell Death Induced by β‑Hairpin Antimicrobial PeptidesBuri M, Sperandio L, de Souza K, Antunes F, Rezende M, Melo C, Pinhal M, Barros C, Fernig D, Yates E, Ide J, Smaili S, Riske K, Nader H, dos Santos Tersariol I, Lima M, Judice W, Miranda A, Paredes-Gamero E. Endocytosis and the Participation of Glycosaminoglycans Are Important to the Mechanism of Cell Death Induced by β‑Hairpin Antimicrobial Peptides. ACS Applied Bio Materials 2021, 4: 6488-6501. PMID: 35006908, DOI: 10.1021/acsabm.1c00390.
- Hierarchical Reinforcement Learning for Air-to-Air CombatPope A, Ide J, Mićović D, Diaz H, Rosenbluth D, Ritholtz L, Twedt J, Walker T, Alcedo K, Javorsek D. Hierarchical Reinforcement Learning for Air-to-Air Combat. 2021, 00: 275-284. DOI: 10.1109/icuas51884.2021.9476700.
- Sex differences in attention deficit hyperactivity symptom severity and functional connectivity of the dorsal striatum in young adultsChen Y, Li G, Ide J, Luo X, Li C. Sex differences in attention deficit hyperactivity symptom severity and functional connectivity of the dorsal striatum in young adults. Neuroimage Reports 2021, 1: 100025. DOI: 10.1016/j.ynirp.2021.100025.
- Non-Local Operational Anisotropic Diffusion FilterCappabianco F, dos Santos S, Ide J, da Silva P. Non-Local Operational Anisotropic Diffusion Filter. 2019, 00: 195-199. DOI: 10.1109/icip.2019.8802958.
- Problem Drinking, Alcohol Expectancy, and Thalamic Resting-State Functional Connectivity in Nondependent Adult DrinkersZhornitsky S, Ide J, Wang W, Chao H, Zhang S, Hu S, Krystal J, Li C. Problem Drinking, Alcohol Expectancy, and Thalamic Resting-State Functional Connectivity in Nondependent Adult Drinkers. Brain Connectivity 2018, 8: 487-502. PMID: 30198312, PMCID: PMC6207153, DOI: 10.1089/brain.2018.0633.
- Cultural differences in anterior cingulate cortical response to prediction errorLi C, Zhornitsky S, Ide J. Cultural differences in anterior cingulate cortical response to prediction error. Culture And Brain 2018, 7: 67-79. DOI: 10.1007/s40167-018-0065-3.
- Oxytocin attenuates trust as a subset of more general reinforcement learning, with altered reward circuit functional connectivity in malesIde J, Nedic S, Wong K, Strey S, Lawson E, Dickerson B, Wald L, La Camera G, Mujica-Parodi L. Oxytocin attenuates trust as a subset of more general reinforcement learning, with altered reward circuit functional connectivity in males. NeuroImage 2018, 174: 35-43. PMID: 29486321, DOI: 10.1016/j.neuroimage.2018.02.035.
- Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep LearningSantos J, Savii R, Ide J, Li C, Quiles M, Basgalupp M. Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning. 2017, 10404: 298-313. DOI: 10.1007/978-3-319-62392-4_22.
- Edge Detection Robust to Intensity Inhomogeneity: A 7T MRI Case StudyCappabianco F, Lellis L, Miranda P, Ide J, Mujica-Parodi L. Edge Detection Robust to Intensity Inhomogeneity: A 7T MRI Case Study. 2017, 10125: 459-466. DOI: 10.1007/978-3-319-52277-7_56.
- Abnormal reward circuitry in anorexia nervosa: A longitudinal, multimodal MRI studyCha J, Ide J, Bowman F, Simpson H, Posner J, Steinglass J. Abnormal reward circuitry in anorexia nervosa: A longitudinal, multimodal MRI study. Human Brain Mapping 2016, 37: 3835-3846. PMID: 27273474, PMCID: PMC5448464, DOI: 10.1002/hbm.23279.
- Introduction to Research in Magnetic Resonance ImagingCappabianco F, Shida C, Ide J. Introduction to Research in Magnetic Resonance Imaging. 2016, 1-14. DOI: 10.1109/sibgrapi-t.2016.010.
- Dissociable Fronto-Operculum-Insula Control Signals for Anticipation and Detection of Inhibitory Sensory Cue.Cai W, Chen T, Ide JS, Li CR, Menon V. Dissociable Fronto-Operculum-Insula Control Signals for Anticipation and Detection of Inhibitory Sensory Cue. Cerebral Cortex 2016, 27: 4073-4082. PMID: 27473319, PMCID: PMC6059112, DOI: 10.1093/cercor/bhw219.
- Clinically Anxious Individuals Show Disrupted Feedback between Inferior Frontal Gyrus and Prefrontal-Limbic Control CircuitCha J, DeDora D, Nedic S, Ide J, Greenberg T, Hajcak G, Mujica-Parodi L. Clinically Anxious Individuals Show Disrupted Feedback between Inferior Frontal Gyrus and Prefrontal-Limbic Control Circuit. Journal Of Neuroscience 2016, 36: 4708-4718. PMID: 27122030, PMCID: PMC6601720, DOI: 10.1523/jneurosci.1092-15.2016.
- Information Fusion for Cocaine Dependence Recognition Using fMRIFaria F, Cappabianco F, Li C, Ide J. Information Fusion for Cocaine Dependence Recognition Using fMRI. 2016, 1107-1112. DOI: 10.1109/icpr.2016.7899784.
- Using network dynamic fMRI for detection of epileptogenic fociNedic S, Stufflebeam S, Rondinoni C, Velasco T, dos Santos A, Leite J, Gargaro A, Mujica-Parodi L, Ide J. Using network dynamic fMRI for detection of epileptogenic foci. BMC Neurology 2015, 15: 262. PMID: 26689596, PMCID: PMC4687299, DOI: 10.1186/s12883-015-0514-y.
- Anticipating conflict: Neural correlates of a Bayesian belief and its motor consequenceHu S, Ide JS, Zhang S, Li CS. Anticipating conflict: Neural correlates of a Bayesian belief and its motor consequence. NeuroImage 2015, 119: 286-295. PMID: 26095091, PMCID: PMC4564311, DOI: 10.1016/j.neuroimage.2015.06.032.
- Conflict anticipation in alcohol dependence — A model-based fMRI study of stop signal taskHu S, Ide JS, Zhang S, Sinha R, Li CS. Conflict anticipation in alcohol dependence — A model-based fMRI study of stop signal task. NeuroImage Clinical 2015, 8: 39-50. PMID: 26106526, PMCID: PMC4473266, DOI: 10.1016/j.nicl.2015.03.008.
- 064 — (RON0061) Effective connectivity in patients with clearly lateralized mesial temporal lobe epilepsyRondinoni C, Salmon C, Escorsi-Rosset S, Leite J, Prado B, Ide J, Sakamoto A, Santos A. 064 — (RON0061) Effective connectivity in patients with clearly lateralized mesial temporal lobe epilepsy. Epilepsy & Behavior 2014, 38: 209. DOI: 10.1016/j.yebeh.2014.08.097.
- Anisotropic Diffusion Filtering Operation and Limitations - Magnetic Resonance Imaging EvaluationPalma C, Cappabianco F, Ide J, Miranda P. Anisotropic Diffusion Filtering Operation and Limitations - Magnetic Resonance Imaging Evaluation. IFAC-PapersOnLine 2014, 47: 3887-3892. DOI: 10.3182/20140824-6-za-1003.02347.
- Effects of Androgen Deprivation on Cerebral Morphometry in Prostate Cancer Patients – An Exploratory StudyChao HH, Hu S, Ide JS, Uchio E, Zhang S, Rose M, Concato J, Li CS. Effects of Androgen Deprivation on Cerebral Morphometry in Prostate Cancer Patients – An Exploratory Study. PLOS ONE 2013, 8: e72032. PMID: 23977199, PMCID: PMC3747074, DOI: 10.1371/journal.pone.0072032.
- Changes in cerebral morphometry and amplitude of low-frequency fluctuations of BOLD signals during healthy aging: correlation with inhibitory controlHu S, Chao H, Zhang S, Ide JS, Li CS. Changes in cerebral morphometry and amplitude of low-frequency fluctuations of BOLD signals during healthy aging: correlation with inhibitory control. Brain Structure And Function 2013, 219: 983-994. PMID: 23553547, PMCID: PMC3760988, DOI: 10.1007/s00429-013-0548-0.
- A Case Analysis of the Impact of Prior Center of Gravity Estimation over Skull-Stripping Algorithms in MR ImagesMiranda P, Cappabianco F, Ide J. A Case Analysis of the Impact of Prior Center of Gravity Estimation over Skull-Stripping Algorithms in MR Images. 2013, 675-679. DOI: 10.1109/icip.2013.6738139.
- Unraveling the Compromise Between Skull Stripping and Inhomogeneity Correction in 3T MR ImagesCappabianco F, de Miranda P, Ide J, Yasuda C, Falcão A. Unraveling the Compromise Between Skull Stripping and Inhomogeneity Correction in 3T MR Images. 2012, 1-8. DOI: 10.1109/sibgrapi.2012.10.
- Characterization of dual effects induced by antimicrobial peptides: Regulated cell death or membrane disruptionParedes-Gamero E, Martins M, Cappabianco F, Ide J, Miranda A. Characterization of dual effects induced by antimicrobial peptides: Regulated cell death or membrane disruption. Biochimica Et Biophysica Acta 2012, 1820: 1062-1072. PMID: 22425533, DOI: 10.1016/j.bbagen.2012.02.015.
- AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERINGCappabianco F, Ide J, Falcão A, Li C. AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERING. 2011, 2653-2656. DOI: 10.1109/icip.2011.6116212.
- Resting-State Functional Connectivity of the Medial Superior Frontal CortexZhang S, Ide JS, Li CS. Resting-State Functional Connectivity of the Medial Superior Frontal Cortex. Cerebral Cortex 2011, 22: 99-111. PMID: 21572088, PMCID: PMC3236794, DOI: 10.1093/cercor/bhr088.
- Dissociable Processes of Cognitive Control during Error and Non-Error Conflicts: A Study of the Stop Signal TaskHendrick OM, Ide JS, Luo X, Li CS. Dissociable Processes of Cognitive Control during Error and Non-Error Conflicts: A Study of the Stop Signal Task. PLOS ONE 2010, 5: e13155. PMID: 20949134, PMCID: PMC2950843, DOI: 10.1371/journal.pone.0013155.
- Increased error-related thalamic activity during early compared to late cocaine abstinenceLi CS, Luo X, Sinha R, Rounsaville BJ, Carroll KM, Malison RT, Ding YS, Zhang S, Ide JS. Increased error-related thalamic activity during early compared to late cocaine abstinence. Drug And Alcohol Dependence 2010, 109: 181-189. PMID: 20163923, PMCID: PMC2875333, DOI: 10.1016/j.drugalcdep.2010.01.008.
- Functional Connectivity Delineates Distinct Roles of the Inferior Frontal Cortex and Presupplementary Motor Area in Stop Signal InhibitionDuann JR, Ide JS, Luo X, Li CS. Functional Connectivity Delineates Distinct Roles of the Inferior Frontal Cortex and Presupplementary Motor Area in Stop Signal Inhibition. Journal Of Neuroscience 2009, 29: 10171-10179. PMID: 19675251, PMCID: PMC2769086, DOI: 10.1523/jneurosci.1300-09.2009.
- Approximate algorithms for credal networks with binary variablesIde J, Cozman F. Approximate algorithms for credal networks with binary variables. International Journal Of Approximate Reasoning 2008, 48: 275-296. DOI: 10.1016/j.ijar.2007.09.003.
- Robust Brain Registration Using Adaptive Probabilistic AtlasIde J, Chen R, Shen D, Herskovits E. Robust Brain Registration Using Adaptive Probabilistic Atlas. 2008, 11: 1041-1049. PMID: 18982707, PMCID: PMC2743000, DOI: 10.1007/978-3-540-85990-1_125.
- Random Generation of Bayesian NetworksIde J, Cozman F. Random Generation of Bayesian Networks. 2002, 2507: 366-376. DOI: 10.1007/3-540-36127-8_35.
Clinical Trials
| Conditions | Study Title |
|---|---|
| Addictive Behaviors; Diseases of the Nervous System | Thalamus and hypothalamus in cocaine dependence |