Rafael Gevorkyan

USC Keck School of Medicine ‘27. MS BATS ‘23. UC Irvine Neurobiology ‘22.

[Muhammed A. Moukhtar Hammad @Mo_Moukhtar]

Impactful work is never the product of one person: it takes years of dedication and true village. Grateful to Dr. Yafi’s & Dr. Ahlering’s research teams, from whom I learned so much while undertaking this project.
@UCI_Urology
@TuanNguyenUro
@hsnakamura1210
@its_lindamy
@Raf_Gev

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

🤖 Will AI Transform Outpatient Urology? https://t.co/fMlQHK37D6

AI is reshaping outpatient urology by enhancing clinical workflows and reducing administrative burdens

🩺 Clinical Support - AI aids decision-making from prediagnosis to posttreatment
📈 Efficiency Boost - Automates routine tasks, freeing clinicians for patient care
🛠️ Remaining Hurdles - Workflow adaptation and validation needed for smooth adoption

#HealthcareAI #Urology #AI #Pub2Post

@JacobHershen @USC_Urology @Urology_AI @Current_Urology @shariat

post powered by @pub2post

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

🤖 How Are GPTs Transforming Urology?

Our study analyzes GenAI usage in urology, noting shifting attitudes over 1 year

📈 Academic Growth - 86% now use GPTs for academic tasks, up from 52% last year
🔄 Clinical Hesitance - Use in clinical tasks like treatment decisions has dropped
👨‍⚕️ Human-Centered - Insights guide future AI development in healthcare

#GenerativeAI #Healthcare #AIInUrology #Pub2Post @MUN_journal

https://t.co/Hp3msYrsxp

post powered by @Pub2Post

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

We are developing a new GAI+ML powered models automate clinical trial matching

📈 Promising results in oncologic trials matching
🧑‍⚕️ Human oversight needed
🔐 Data privacy protected

https://t.co/sZwhdco3NF

@EthanLayne20 @USC_Urology @Urology_AI @Current_Urology @ConnerGanjavi @JacobHershen

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

Kudos to @hershenhouse and the team!

Ecstatic to discover that our research landed on Prostate Cancer and Prostate Diseases (PCAN) Editors Choice 2024! Thank you @cosimonunzio @pcan_journal

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

Generative AI in Oncology @Current_Urology

🚀Enhances diagnostic accuracy
🧠Optimizes treatment decisions
📊Improves clinical efficiency
👩‍⚕️Strengthens patient-physician relationships

https://t.co/wgsyMTXZv4

#Oncology #GAI #CancerResearch #Urology #HealthcareTech #Pub2Post

@ConnerGanjavi @EthanLayne20 @JacobHershen @USC_Urology @Urology_AI

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

🤔Interested in AI and in developing and testing new applications in healthcare?

😍Join the outstanding team of @KeckMedicineUSC students and fellows at @Urology_AI @USC_Urology

📩DM for research positions

@ConnerGanjavi @EthanLayne20 @Raf_Gev @francesco_cei1 @JacobHershen
@DanielMokhtar_ @DeanMeltzer @PresidentFolt @sammelamed

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

Love the open mind @VickersBiostats! Politeness, Expertise, and Avoiding Reviewer 2 Syndrome: How to Write Reviews to Authors

(this how I handle it from the invite to preview to the closing remarks... open to my reviewer colleagues to add points to it)

Let's be honest and clear: Publication is a team effort between authors, peer reviewers, and editors, all aiming to advance the field or highlight areas for improvement. Maintain politeness, offer unbiased views, and steer clear of a paternalistic “Henry the VIII” attitude. How you deliver your feedback can significantly impact the authors and the quality of the final publication!

1. Consider Timing and be Responsive: If you’re unable to review a manuscript, don’t just ignore the email. Let the editor know promptly so they can find another reviewer and make timely decisions

2. Stay Within Your Field: If the paper doesn’t align with your area of expertise, simply decline. Don’t accept just because you’re willing to review... that does not help anyone.. Ask to the editor to add a statistical/AI expert review in case needed.. for the same reason you do not want a statistician to do a prostatectomy, as physicians we should not improvise statistics!

3- Acknowledge Your Limits and Be Honest About Understanding: If the paper is in your area of interest but uses an innovative approach you’re not familiar with, it’s okay to reject. Inform the editor and authors about your difficulty in understanding the innovation

4- Check Reporting Guidelines and Ensure Compliance: Verify that the authors have followed proper reporting guidelines (e.g., @EQUATORNetwork standards). This helps maintain high-quality standards in the manuscript and ensure reproducibility of the findings

5. Separate "Feelings" from "Evidence" and Provide Clear Explanations: If you find issues like poor flow, explain what (and WHERE!!!!) the problems are and suggest improvements. Use evidence or references to support your points instead of subjective statements like “in my humble opinion.” Ensure all your critiques are supported by clear evidence or references.

6. Be Ready for Discussion and Stay Open-Minded: Not every comment you make will be addressed by the authors. Be prepared for disagreements and focus on improving the manuscript rather than asserting your authority

7. Maintain Objectivity and Avoid Bias Set Personal Feelings Aside: Ensure that personal relationships or beliefs do not influence your review. Objectivity is key to fair assessments.

8. Avoid "Reviewer 2 Syndrome "Be Constructive, Not Demeaning: Don’t let frustration make you overly critical. Aim to help authors improve their work with thoughtful and respectful feedback.

9. Review Section by Section - Be Specific: Instead of saying “this paper is good/bad,” provide detailed comments on each section to guide the authors on what needs improvement.

10. Avoid making BOLD final decisions like “this should be rejected” as that’s the Editor’s role. Focus on providing the expertise needed to inform the editor’s decision, while provide a fair guidance

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

🎉 Shoutout to @francesco_cei1 for his incredible achievements during his research fellowship on AI applications in urology at @Urology_AI @USC_Urology!

✅ meta-analysis on GAI performance
📝 13 articles on the making
🎯 2 RCTs ongoing
📊 7 abstracts submitted
🔍 Inline AI recommendations explored

We look forward to his bright future – SO PROUD OF YOU!

Back to @MyUniSR .. but once @USC_Urology USC, always @USC_Urology ! ✨

@F_Montorsi @Albert0Briganti @andrea_salonia @SanRaffaeleMI @MyUniSR

[themanuppod @themanuppod]

Dr. Giovanni Cacciamani (@cacciamani_md) explores the current landscape of artificial intelligence in healthcare. Listen free NOW on Spotify, Apple Podcasts, Amazon, and Youtube.

Link below!
https://t.co/G0QTa8LWKt

[Rafael Gevorkyan @Raf_Gev]

Proud of our team! Thanks again for the opportunity to work on this with you.

[Muhammed A. Moukhtar Hammad @Mo_Moukhtar]

We thank the editor Dr. Tanaka @tanaksta & guest editor Dr. Stratton for the kind invitation to feature our #AUA2024 best poster at the #AUANews FOCUS ISSUE-Prostate Cancer:
https://t.co/pgG6OvPFmq

Fond of Spanish edition too⏬️

@Raf_Gev @dbarhammd @faysal_a_yafi
@UCI_Urology

[Muhammed A. Moukhtar Hammad @Mo_Moukhtar]

We thank the editor Dr. Tanaka @tanaksta & guest editor Dr. Stratton for the kind invitation to feature our #AUA2024 best poster at the #AUANews FOCUS ISSUE-Prostate Cancer:
https://t.co/pgG6OvPFmq

Fond of Spanish edition too⏬️

@Raf_Gev @dbarhammd @faysal_a_yafi
@UCI_Urology

[Dr. Giovanni E Cacciamani MD MSc FEBU 🇮🇹🇺🇸🇪🇺 @Cacciamani_MD]

#Survey on #ChatGPT use among U.S. medical students:

🧑‍⚕️ 96% awareness, 52% usage for coursework
🔍 49.8% found it time-saving
📚 Used for studying (38.4%), brainstorming (29.4%)
📝 Utilized in research (27.4%) for proofreading
💭 Ethical concerns: privacy, bias

#MedicalEducation #GenerativeAI #ChatGPT #StudentResearch #HealthcareTech #AIInMedicine #Pub2Post @ConnerGanjavi @DeanMeltzer @PLOS @Urology_AI @KeckMedicineUSC @USC @USC_Urology

https://t.co/VZ0KWfCXaV

[Muhammed A. Moukhtar Hammad @Mo_Moukhtar]

Ruth making our @UCI_Urology team proud in Korea !

#WCET2024

MANUSCRIPT ⏳️
Dr. @faysal_a_yafi, @TuanNguyenUro, @Raf_Gev , @hsnakamura1210, Mimi, Eliad, Dr. Thomas Ahlering

[Linda My Huynh, MD PhD MSc @its_lindamy]

Congratulations to the @UCI_Urology team on this update to our 2020 trial on testosterone supplementation and risk of prostate cancer recurrence. 👏🏻 👏🏻

[AI Center at USC Urology @Urology_AI]

🎓 #FellowOfTheDay

We are thrilled to welcome @EthanLayne20, a research scholar from @UCBerkeley ! He is contributing to #AI projects @uroGPT and @CANGARU_check @AI_PRISMA under the guidance of @Cacciamani_MD.

@USC @AmerUrological @DeanMeltzer

[AI Center at USC Urology @Urology_AI]

🎓 #FellowOfTheDay

Today we welcome our stellar research scholar, @tesniemZE actively working on #AI projects @uroGPT and @CANGARU_check under the supervision of @Cacciamani_MD.

@USC @AmerUrological

[Rafael Gevorkyan @Raf_Gev]

Honored to be here and excited to work with everyone! Thank you @Cacciamani_MD for your mentorship and this incredible opportunity.

[AI Center at USC Urology @Urology_AI]

🎓#FellowOfTheDay

Today we welcome our stellar @Raf_Gev research scholar at @USC_Urology from @KECKSchool_USC who is actively working on the #AI projects @uroGPT and @ICARUS_collab under supervision of @Cacciamani_MD

@USC @USC_Urology @AmerUrological @DeanMeltzer

[AI Center at USC Urology @Urology_AI]

🎓#FellowOfTheDay

Today we welcome our stellar @Raf_Gev research scholar at @USC_Urology from @KECKSchool_USC who is actively working on the #AI projects @uroGPT and @ICARUS_collab under supervision of @Cacciamani_MD

@USC @USC_Urology @AmerUrological @DeanMeltzer

[Rafael Gevorkyan @Raf_Gev]

A year of hard work and dedication. With the greatest team and mentors. Thank you @Mo_Moukhtar @faysal_a_yafi for extending the opportunity to work on this with you.

[Muhammed A. Moukhtar Hammad @Mo_Moukhtar]

3 posters for the prostate cancer session is a big testament to @UCI_Urology dedication!

All deserving best poster!

Honor to be mentored by Dr
Ahlering, @davidleegumd, @faysal_a_yafi @dbarhammd @sohrabnaushad

It takes a village @Raf_Gev @nkhanmam Ruth/Josh!

#AUA2024