Anthony Gebran

1 in 3 adults have varicose veins, putting them at risk of chronic venous insufficiency. A new interpretable AI model focuses risk assessment of endovenous thermal ablation, one of the main treatments for CVI that can cause complications like blood clots: pubmed.ncbi.nlm.nih.gov/40316015/

Deep learning implementation for extrahepatic bile duct detection during indocyanine green fluorescence-guided laparoscopic cholecystectomy: pilot study ➡️doi.org/10.1093/bjsope… A real-time deep learning system was developed to identify extrahepatic bile ducts during indocyanine green fluorescence-guided laparoscopic cholecystectomy. The YOLOv7 model, trained on 3993 images, demonstrated a mean average precision of 0.846 in single-frame validation and estimated accuracies of 94.39% for the common bile duct and 84.97% for the cystic duct in video clip validation. This model could potentially assist surgeons in identifying critical landmarks, thereby minimizing the risk of bile duct injuries during laparoscopic cholecystectomy. 👏👏👏Shih-Min Yin, Jenn-Jier J Lien, I Min Chiu #SoMe4Surgery #MedTwitter #SurgEd #Surgery @BJSAcademy @BJSurgery @young_bjs @juliomayol @JJEarnshaw @OUPMedicine #some4hpb #some4tpl @hpb_so #bileduct #AI #cholecystectomy

@SalimHabib95 Congrats!!

Beyond thrilled to share that I matched into vascular surgery! Thankful to the mentors, family and friends along the way!

@mario_elhayek @MayoClinic @Gaelleh77 @mayofl_imres @AUB_Lebanon Congrats!!

Absolutely thrilled to share that I've matched at @MayoClinic FL for Internal Medicine residency! Grateful for the support of my mentors, family, and my better half @Gaelleh77 Couldn’t be any happier on my match day! #Match2024 #InternalMedicine

@ChebelRoy @WiscSurgery Mabroukkkkk!!! Soo well deserved 💯

Beyond thrilled and over the moon to have matched into a PGY2 categorical position at my dream program @wiscsurgery. Forever grateful for all the amazing people I’ve met along the way. Here’s for many more years with this family! On Wisconsin!

@hayfarani Nobody more deserving of this!! Congratulations Dr @hayfarani!!!

Sometimes, when life knocks you one time too often, you need such unexpected (and welcome) news to keep you on track. Thrilled, grateful & humbled.

Interpretable machine learning methodologies are powerful tools to diagnose and remedy system-related bias in care, such as disparities in access to postinjury rehabilitation care. ja.ma/3tmnSFk @hayfarani @dbertsim @AnthonyGebran @LMaurerMD

“Instead of accidentally encoding bias, interpretable AI methodologies are powerful tools to diagnose and remedy system-related bias in care.” Fascinating work by @hayfarani @AnthonyGebran @ElmohebM @LMaurerMD using ML to detect & counteract bias in care jamanetwork.com/journals/jamas…

Bias in AI is a well-recognized problem. In this study @JAMASurgery, AI instead diagnosed & treated bias in care. Not only did this "fairness-flipping" remove disparities in access to rehab post-injury, but it also improved the model's performance. Equitable care is better care.

Can Artificial Intelligence diagnose & remedy, instead of consolidate, racial disparities in care? Check out our new publication in @JAMASurgery to learn about our new AI model addressing disparities in Trauma. Work led by @hayfarani & @dbertsim and the phenomenal MGH/MIT crew.

Today we share in @JNCI_Now the final results of our experience on ICI use for penile cancer. Work presented at @ASCO #GU23. Thankful to co-first author @AminNassarMD, co-senior authors @sonpavde @apolo_andrea, colleagues, and patients from across the 🌎! academic.oup.com/jnci/advance-a…

Taking a moment to appreciate all the amazing people behind this study out today @JCO_ASCO that has been in the works for 2+ years. Hoping that it can guide oncologists caring for people living w/ #HIV and #cancer. ascopubs.org/doi/abs/10.120…

An amazing story of leadership, equity, and inspiration in surgical research by @AdilHaiderMD for the Richard L Simmons Lecture @PittSurgery @PittTweet @PittTTMRC

@Savo_MD @MGHSurgery @MGHAusten @MassGeneralNews @MassGenBrigham @motazqadan @TCoeMD @_JonahT Inspiring talk! Thank you @MGHAusten for organizing this and making it available for everyone to join!

@MGHAusten #Distinguished Speaker Series with the honourable Dr. Andrew Warshaw, Surgeon- in-Chief, Emeritus @MGHSurgery @MassGeneralNews @MassGenBrigham

Thankful to #ASC2023 for the privilege to share our work from @TraumaMGH and meet many outstanding academic surgeons! All thanks to my incredible mentors Drs. Velmahos @hayfarani Hwabejire for making this possible! @AcademicSurgery @MGHSurgery

#EAST2023 Scientific Session III – Paper 18: bit.ly/3EKKwrA @eljefe_md @argandykov @hayfarani @AnthonyGebran @AnderDorken

Thrilled to share our findings on geriatric trauma and emergency general surgery at the fantasic #EAST2023! It's great to be part of the @MGHSurgery @TraumaMGH team with incredible mentors like @hayfarani and John Hwabejire

Balanced transfusion 35 mm rule for PTX Timing of VTE Chemoprophylaxis in SOI Universal screening for BCVI Surveillance duplex for VTE= fewer PEs @EAST_TRAUMA #advancingscience

If one theme captures the magic of that weekend, it is this: #Lebanon is beyond resilience and will thrive despite the 3 strikes of #Covid, economic collapse & the #beirutblast. @AUB_Lebanon simply leads, especially in times of crises, and its friends are many and truly care.