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Enhancing Psychiatry Education with Generative AI: A Pilot Study on AI-Assisted Object Relations Theory Training
Polet, Conner; Anbarasan, Deepti; Carrithers, Brennan; Gershengoren, Liliya
OBJECTIVE:To assess whether object relations theory (ORT) formulations generated by large language models (LLMs) enhance resident education in psychodynamic psychiatry. METHODS:This institutional review board (IRB)-approved observational study was conducted at a single academic program from January to March 2025. Eleven postgraduate year (PGY) 3 and 4 residents submitted de-identified psychotherapy case narratives to a GPT-4 model using a standardized ORT prompt. Residents evaluated accuracy, clarity, and educational value using a 10-item, 5-point Likert scale and provided free-text feedback. Descriptive statistics were calculated. Thematic analysis was used to identify key perceptions. RESULTS:Ten residents completed the rating process. Mean scores ranged from 3.5 to 4.2 across all items, with the highest ratings for identification of objects, affective tone, and educational value. Qualitative analysis identified five themes: (1) improved clarity and structure, (2) stronger conceptual anchoring to ORT, (3) risk of overgeneralization, (4) maternal emphasis bias, and (5) importance of faculty oversight. Residents characterized the outputs as concise and clinically applicable, although they noted occasional factual inaccuracies and misalignments with specific case details. CONCLUSIONS:With appropriate supervision, AI-generated ORT formulations may serve as a valuable adjunct to psychodynamic education by standardizing terminology and supporting conceptual development. Future controlled studies are needed to evaluate effects on Milestone-aligned assessment and applicability to additional psychotherapy models.
PMID: 41735701
ISSN: 1545-7230
CID: 6009902
Consultation-Liaison Case Conference: Assessment and Management of a Physician with Thoughts of Suicide
Schimpf, Maria Gonsalves; Gershengoren, Liliya; Moschenross, Darcy; Winston, Helena; Simpson, Scott A
We present the case of a physician who engages with a peer response team and discloses suicidal ideation-while himself seeing patients in the hospital. Top experts in consultation-liaison (C-L) psychiatry provide guidance for this clinical case based on their experience and a review of the available literature. Key teaching topics include a general approach to suicide risk assessment; peer response programs for healthcare workers; and ethical and clinical considerations in treating colleagues. C-L psychiatrists should be familiar with suicide risk management, take a pro-active approach to addressing modifiable risk factors, and keep in mind unique challenges of treating colleagues referred for care.
PMID: 38844207
ISSN: 2667-2960
CID: 5665732
Understanding premenstrual exacerbation: navigating the intersection of the menstrual cycle and psychiatric illnesses
Lin, Jenny; Nunez, Christine; Susser, Leah; Gershengoren, Liliya
Premenstrual exacerbation of an existing psychiatric disorder refers to the worsening of symptoms inherent to the condition during the premenstrual phase. Research consistently indicates that hormonal fluctuations during the menstrual cycle present a unique period of vulnerability for the onset or exacerbation of psychiatric symptoms, impacting diagnosis, risk assessment, and treatment. This review sought to elucidate the phenomenon of premenstrual exacerbation and its impact across a spectrum of psychiatric illnesses, including mood, anxiety, psychotic, obsessive-compulsive, personality, and trauma-related disorders. Despite the expanded research in recent years on premenstrual dysphoric disorder and premenstrual syndrome, premenstrual exacerbation remains underexplored and poorly defined. This review offers significant contributions to the diagnosis and management of psychiatric conditions, advocating for heightened awareness and novel treatment approaches in the context of premenstrual exacerbation.
PMCID:11338788
PMID: 39176230
ISSN: 1664-0640
CID: 5937822
Behavioral Neurology and Neuropsychiatry in Consultation- Liaison Psychiatry
Fuchs, Benjamin H.; Gershengoren, Liliya; Ying, Patrick; Gurin, Lindsey
ISI:000992980600001
ISSN: 0048-5713
CID: 5750402
Somatic Symptom and Related Disorders
Chapter by: Claman, A; Gershengoren, L; Liu, V; Hoderness, C; Dickerman, A; Muskin, P
in: Study Guide to Psychiatry : A Companion to The American Psychiatric Association Publishing Textbook of Psychiatry by
[S.l.] : American Psychiatric Association Publishing, 2022
pp. ?-
ISBN: 978-1-61537-329-1
CID: 5273202
Veterans' Services
Chapter by: Gershengoren, Liliya; Farahmand, Pantea; Wolkin, Adam
in: Textbook of Community Psychiatry by Sowers, Wesley E; McQuistion, Hunter L; Ranz, Jules M; Feldman, Jacqueline Maus; Runnels, Patrick S [Eds]
[S.l.] : Springer, 2022
pp. 617-630
ISBN: 978-3-031-10239-4
CID: 5368732
Identifying the most important consultation-liaison psychiatry publications in 2020 using a novel literature assessment instrument
Simpson, Scott A; Bienvenu, O Joseph; Andrews, Sarah R; Close, Jeylan S; Adler Cohen, Mary Ann; Fernandez-Robles, Carlos; Francis, Brandon A; Gandhi, Jai; Gangopadhyay, Maalobeeka; Gershengoren, Liliya; Grimaldi, John A; Isenberg-Grzeda, Elie; Key, R Garrett; Kiong, Timothy; Kontos, Nicholas; Loh, Ryan M; Luchsinger, Walter; Munjal, Sahil; Niazi, Shehzad K; Nichols, Nona A; Pathare, Aum; Pereira, Luis F; Shim, J Jewel; Tobin, Marie B; Zimbrean, Paula C
BACKGROUND:As the science of consultation-liaison psychiatry advances, the Academy of Consultation-Liaison Psychiatry's Guidelines and Evidence-based Medicine Subcommittee reviews articles of interest to help Academy members remain familiar with the latest in evidence-based practice. OBJECTIVE:We identify the 10 most important manuscripts for clinical practice in consultation-liaison psychiatry from 2020 using the new Importance and Quality (IQ) instrument for assessing scientific literature. METHODS:The Subcommittee published annotated abstracts for 97 articles on the Academy website in 2020. Reviewers then rated all articles on clinical importance to practice and quality of scholarship using the IQ instrument. We describe the 10 articles with the highest aggregate scores and analyze the reliability of IQ instrument. RESULTS:Twenty-four raters identified the top 10 scoring articles of 2020. These papers provide practical guidance on key areas of consultation-liaison psychiatry including management of COVID-19, lithium treatment for complex patients, medical risks among patients with severe mental illness, and substance use disorders in medical settings. The assessment instrument demonstrated good to excellent interrater reliability. CONCLUSION/CONCLUSIONS:These articles offer valuable guidance for consultation-liaison psychiatrists regardless of their practice area. Collaborative literature reviews with standardized assessments help clinicians deliver evidence-based care and foster a high standard of practice across the specialty.
PMID: 34048960
ISSN: 2667-2960
CID: 4888472
COVID-19-negative psychiatric units: Mitigating sequelae of pandemic isolation [Letter]
Kostro, Katrina Brody; Gershengoren, Liliya
PMID: 33349463
ISSN: 1873-7714
CID: 4726402
Interventions for posttraumatic stress disorder symptoms induced by medical events: A systematic review
Haerizadeh, Mytra; Sumner, Jennifer A; Birk, Jeffrey L; Gonzalez, Christopher; Heyman-Kantor, Reuben; Falzon, Louise; Gershengoren, Liliya; Shapiro, Peter; Kronish, Ian M
OBJECTIVE:Medical events such as myocardial infarction and cancer diagnosis can induce symptoms of posttraumatic stress disorder (PTSD). The optimal treatment of PTSD symptoms in this context is unknown. METHODS:A literature search of 6 biomedical electronic databases was conducted from database inception to November 2018. Studies were eligible if they used a randomized design and evaluated the effect of treatments on medical event-induced PTSD symptoms in adults. A random effects model was used to pool data when two or more comparable studies were available. RESULTS:Six trials met full inclusion criteria. Studies ranged in size from 21 to 81 patients, and included patients with PTSD induced by cardiac events, cancer, HIV, multiple sclerosis, and stem cell transplantation. All trials assessed psychological interventions. Two trials comparing a form of exposure-based cognitive behavioral therapy (CBT) with assessment-only control found that CBT resulted in lower PTSD symptoms [Hedges's g = -0.47, (95% CI -0.82 - -0.12), p = .009]. A third trial compared imaginal exposure (another form of exposure-based CBT) with an attention control and found a trend toward reduced PTSD symptoms. Three trials compared eye movement desensitization and reprocessing (EMDR) with active psychological treatments (imaginal exposure, conventional CBT, and relaxation therapy), and found that EMDR was more effective. CONCLUSION/CONCLUSIONS:CBT and EMDR may be promising approaches to reducing PTSD symptoms due to medical events. However, additional trials are needed in this patient population.
PMID: 31884302
ISSN: 1879-1360
CID: 4251062
Early interventions to prevent posttraumatic stress disorder symptoms in survivors of life-threatening medical events: A systematic review
Birk, Jeffrey L; Sumner, Jennifer A; Haerizadeh, Mytra; Heyman-Kantor, Reuben; Falzon, Louise; Gonzalez, Christopher; Gershengoren, Liliya; Shapiro, Peter; Edmondson, Donald; Kronish, Ian M
Post-traumatic stress disorder (PTSD) induced by life-threatening medical events has been associated with adverse physical and mental health outcomes, but it is unclear whether early interventions to prevent the onset of PTSD after these events are efficacious. We conducted a systematic review to address this need. We searched six biomedical electronic databases from database inception to October 2018. Eligible studies used randomized designs, evaluated interventions initiated within 3 months of potentially traumatic medical events, included adult participants, and did not have high risk of bias. The 21 included studies (N = 4,486) assessed a heterogeneous set of interventions after critical illness (9), cancer diagnosis (8), heart disease (2), and cardiopulmonary surgery (2). Fourteen psychological, 2 pharmacological, and 5 other-type interventions were assessed. Four of the psychological interventions emphasizing cognitive behavioral therapy or meaning-making, 1 other-type palliative care intervention, and 1 pharmacological-only intervention (hydrocortisone administration) were efficacious at reducing PTSD symptoms relative to control. One early, in-hospital counseling intervention was less efficacious at lowering PTSD symptoms than an active control. Clinical and methodological heterogeneity prevented quantitative pooling of data. While several promising interventions were identified, strong evidence of efficacy for any specific early PTSD intervention after medical events is currently lacking.
PMCID:6504609
PMID: 30925334
ISSN: 1873-7897
CID: 4241172