Technological vision_ a futuristic laboratory with transparent screens displaying neural n

Course Team

Chen Sagiv PhD

Lecturer

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 Cancer Molecular Imaging Lab, Gray Faculty of Medical & Health Sciences, Tel Aviv University

Projects List

Fresh vs Rotten Fruit Classification using Computer Vision

Beginners Level

DogFLW: Dog Facial Landmarks in the Wild

Beginners level

Vasculitis – Inflammation of the Blood Vessels

Medium Difficulty

Gleason 2019

Difficulty varies

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

Identification of the Esophageal Mucosa in Heller Myotomy Procedures

High Difficulty

Hiatal Hernia Size

High Difficulty

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

Measurements

High Difficulty

Radiomics: Foundation-Model Radiomics for Cancer Prognostics (GenAI + Agentic RAG)

Radiomics 9

Difficulty varies

Multi-omics: Agentic Multi-Task AI for Integrated Cancer Prognostics & Target Discovery

Multi-omics 7

Difficulty varies

Chest X-Ray Pneumonia Classification using Deep Learning

Beginners Level

Identification of Granulomas in the Skin in Various Diseases

Medium Difficulty

MITOS-ATYPIA-14

Difficulty varies

Prostate Cancer Grade Assessment (PANDA)

Difficulty varies

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

Critical View of Safety

High Difficulty

Cellomics 2P

Difficulty varies

Pathomics: Digital Pathology → Molecular Inference (GenAI + Foundation Models + Agentic RAG)

Pathomics 9

Difficulty varies

Intel Natural Scene Classification using Deep Learning

Beginners Level

Necrobiosis Lipoidica – A Skin Disease in Diabetic Patients

Medium Difficulty

PatchCamelyon (PCam)

Difficulty varies

Multi-omics

Difficulty varies

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

Greek Jewish Holocaust & Heritage AI: Victims/Survivors Database + Ladino LLM for Archive Accession & Retrieval

NLP -Ladino

Difficulty varies

Cellomic: Cancer Cell Motility & Metastasis (Foundation Models + Multivariate Time Series)

Cellomics 8

Difficulty varies

Course Team

Project Mentors

Projects List

Fresh vs Rotten Fruit Classification using Computer Vision

DogFLW: Dog Facial Landmarks in the Wild

Vasculitis – Inflammation of the Blood Vessels

Gleason 2019

Identification of the Esophageal Mucosa in Heller Myotomy Procedures

Hiatal Hernia Size

Measurements

Radiomics 9

Multi-omics 7

Chest X-Ray Pneumonia Classification using Deep Learning

Identification of Granulomas in the Skin in Various Diseases

MITOS-ATYPIA-14

Prostate Cancer Grade Assessment (PANDA)

Identification of the Esophageal Mucosa in POEM Procedures

Lymph Node Identification

Critical View of Safety

Cellomics 2P

Pathomics 9

Intel Natural Scene Classification using Deep Learning

Necrobiosis Lipoidica – A Skin Disease in Diabetic Patients

PatchCamelyon (PCam)

Multi-omics

Identification of Abdominal Wall Layers During Entry with an Optical Trocar

Gauze detection

NLP -Ladino

Cellomics 8

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