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Course Team

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Chen Sagiv PhD

Lecturer

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Orna Bregman Amitai

Project Consultant

Masha Aisner

Administration Manager

Project Mentors

Prof. Iris Barshak

Head of of the Pathological Institute at Sheba, Dean of the School of Medicine at Ariel University

Prof. Yoav Mintz

Professor of Surgery at Hadassah Medical Center

Prof. Ilan Tsarfaty

Head of the Department of Molecular and Cellular Imaging at Tel Aviv University

Projects List

Computer Vision–Based Identification of Esophageal Mucosa in Heller Myotomy Videos

Identification of the Esophageal Mucosa in Heller Myotomy Procedures

High Difficulty

Computer Vision–Based Assessment of Hiatal Hernia Size from Surgical and Endoscopic Videos

Hiatal Hernia Size

High Difficulty

Computer Vision–Based 3D Measurement and Spatial Quantification from Laparoscopic Videos

Measurements

High Difficulty

שילוב GenAI ו-Foundation Models בניתוח תמונות רדיולוגיות (MRI/CT) לשיפור פרוגנוזת סרטן.

Radiomics 9

Long-term

GenAI, AI, Microscopy, MTS Clustering, Cancer

Framework מונחה AI לבחירת גנים מועמדים בסרטן השד. שימוש במודלים גנומיים (Enformer) וניתוח רשתות.

Multi-omics 7

Long-term

AI, GenAI, Microscopy, MTS Clustering, Cancer

Computer Vision–Based Identification of Esophageal Mucosa in POEM (Peroral Endoscopic Myotomy) Procedures

Identification of the Esophageal Mucosa in POEM Procedures

High Difficulty

Computer Vision–Based Identification of Lymph Nodes in Surgical and Endoscopic Videos

Lymph Node Identification

High Difficulty

Computer Vision–Based Detection of the Critical View of Safety (CVS) in Laparoscopic Cholecystectomy Videos

Critical View of Safety

High Difficulty

חקירת מנגנון צמיחת שורשים (Root Growth) בביולוגיה צמחית באמצעות ניתוח MTS ו-Foundation Models.

Cellomics 2P

Long-term

AI, GenAI, Microscopy, MTS Clustering, Cancer

פיתוח Foundation Model ו-GenAI לפתולוגיה דיגיטלית: ניתוח Whole-Slide Images (WSI) וקישור לגנים.

Pathomics 9

Long-term

AI, GenAI, Microscopy, MTS Clustering, Cancer

Computer Vision–Based Identification of Abdominal Wall Layers During Entry with an Optical Trocar

Identification of Abdominal Wall Layers During Entry with an Optical Trocar

High Difficulty

Computer Vision–Based Detection and Tracking of Surgical Gauze in Operative Videos

Gauze detection

Moderate to High Difficulty

Tuning של LLMs לספרדית-לאדינו, כולל טרנסקריפציה מאותיות עבריות (ראשי) ללטינית.

NLP -Ladino

Long-term

AI, GenAI, Microscopy, MTS Clustering, Cancer

חקירת נדידת תאי סרטן (Motility) וגרורות באמצעות ניתוח סדרות זמן מולטי-וריאטיות (MTS).

Cellomics 8

Long-term

AI, GenAI, Microscopy, MTS Clustering, Cancer

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