My Work

3D Vision–Language Foundation Model Interprets Abdominal CT Scans, May Improve Clinical Assessment

A 3D vision–language foundation model trained to interpret abdominal computed tomography (CT) scans may help expedite clinical assessment, including diagnosis, staging, and other aspects of care. Beyond disease identification and classification, the multimodal model—named Merlin—also demonstrated potential for biomarker discovery and disease risk stratification using CT imaging.

AI-Selected Predictive Biomarker Guides First-Line Treatment Selection in Advanced Pancreatic Cancer

A computational histology–based artificial intelligence (AI) platform was able to identify a biomarker that could predict treatment benefit between two chemotherapy options for patients with advanced pancreatic cancer, according to the results of a study presented in a poster at the 2026 ASCO Gastrointestinal Cancers Symposium.A computational histology–based artificial intelligence (AI) platform was able to identify a biomarker that could predict treatment benefit between two chemotherapy option...

Breast Cancer Recurrence Risk Determined by Deep Learning Model Trained on Histopathologic Slides

A deep learning model demonstrated the ability to predict breast cancer recurrence risk and possible benefit from the addition of chemotherapy based on histopathologic images rather than genomic testing in patients with hormone receptor–positive, HER2-negative breast cancer, according to findings presented during the inaugural European Society for Medical Oncology (ESMO) AI & Digital Oncology Congress.

PARP Inhibition Plus Abiraterone Shows Benefit in HRR-Altered Metastatic Castration-Sensitive Prostate Cancer

Use of the PARP inhibitor niraparib in combination with the androgen biosynthesis inhibitor abiraterone acetate and the corticosteroid prednisone reduced the risk of disease progression, both radiographic and symptomatic, in patients with metastatic castration-sensitive prostate cancer harboring alterations in homologous recombination repair (HRR) genes, according to findings from the phase III AMPLITUDE trial.

Evidence of Potential Cure With Single CAR T-Cell Infusion for Some Patients With Multiple Myeloma

In long-term results from the CARTITUDE-1 trial, investigators had found that the autologous cellular immunotherapy ciltacabtagene autoleucel was potentially curative for one-third of patients with heavily pretreated relapsed or refractory multiple myeloma. These patients remained progression-free for at least 5 years after a single infusion of ciltacabtagene autoleucel without any subsequent or maintenance treatment.

Guiding Material Selection in All-on-X Restorations

All-on-X implants revolutionized prosthetic dentistry, providing patients with a strong and remarkably natural-looking fixed full-arch prosthetic that can last for many years.

"The All-on-X treatment is the pinnacle of replacement dentistry," says Harshit Aggarwal, MSD, prosthodontist, Center for Dentofacial Aesthetics, Annandale, Virginia. "Nothing else we have available now is better or closer to what Mother Nature gave us in terms of replacements."...

Riding the Wave of Chemoimmunotherapy: A New Era in Endometrial Cancer Management

According to Brian Slomovitz, MD, “immunotherapy has activity and [provides] a benefit in all women with endometrial cancer.” Slomovitz, division director of gynecologic oncology at Mount Sinai Medical Center, professor of obstetrics and gynecology at Florida International University, and clinical trial lead for uterine cancers at the GOG Foundation, told Targeted Therapies in Oncology that especially for patients with deficient mismatch repair (dMMR) endometrial tumors, immunotherapy has result...

Despite Shortcomings, Key Learnings Gleaned From Phase 3 Trials

Oncologists often anticipate the results of large, randomized phase 3 clinical trials to learn how they might affect the oncology treatment landscape going forward. Not all studies, however, have an immediate practice-changing impact.Several studies with data released or presented in 2022 did not meet the threshold for significance or achieve their primary end points. Although such results are disappointing, takeaways from the trials can be used by the field as a whole to improve clinical trial...

New HER2-Low Subgroup Expands Utility of HER2-Targeted Therapies

One of the biggest shifts in the oncology field from the past year was the introduction of HER2-low into clinical practice. Patients with breast cancer have typically been divided by subtype according to HER2 positivity or negativity, but emerging evidence suggests that there is now room and treatment options available for a third group of patients that was previously ignored, those characterized with HER2-low disease.HER2 positivity is considered overexpression of HER2 as assessed by an immunoh...
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