output
20152025
most citedCoevolutionary landscape inference and the context-dependence of mutations in beta-lactamase TEM-1

315 citations

14 papers

q-bio.NC2025★ 1 cited

Tinnitus, lucid dreaming and awakening. An online survey and theoretical implications

Robin Guillard, Nicolas Dauman, Aurélien Cadix +4

(1) Background: Tinnitus is the perception of phantom sound in the absence of a corresponding external source. Previous studies reported that the presence of tinnitus is notably ab…

q-bio.NC2025★ 1 cited

Why does tinnitus vary with naps? A polysomnographic prospective study exploring the somatosensory hypothesis

Robin Guillard, Vincent Philippe, Adam Hessas +6

Background: Tinnitus, defined as the conscious awareness of a noise without any identifiable corresponding external acoustic source, can be modulated by various factors. Among thes…

eess.SP2024★ 5 cited

Shapes of direct cortical responses vs. short-range axono-cortical evoked potentials: The effects of direct electrical stimulation applied to the human brain

Clotilde Turpin, Olivier Rossel, Félix Schlosser-Perrin +5

Objective: Direct cortical responses (DCR) and axono-cortical evoked potentials (ACEP) are generated by electrically stimulating the cortex either directly or indirectly through wh…

stat.ME2024★ 6 cited

Clinical research and methodology What usage and what hierarchical order for secondary endpoints?

Silvy Laporte, Marine Diviné, Danièle Girault +12

In a randomised clinical trial, when the result of the primary endpoint shows a significant benefit, the secondary endpoints are scrutinised to identify additional effects of the t…

cs.LG2024

LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho +9

This work proposes a novel framework for analyzing disease progression using time-aware neural ordinary differential equations (NODE). We introduce a "time-aware head" in a framewo…

eess.IV2024★ 18 cited

DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis

Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache +12

Diabetic Retinopathy (DR), an ocular complication of diabetes, is a leading cause of blindness worldwide. Traditionally, DR is monitored using Color Fundus Photography (CFP), a wid…

cs.CV2023★ 5 cited

Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho +8

Longitudinal analysis in medical imaging is crucial to investigate the progressive changes in anatomical structures or disease progression over time. In recent years, a novel class…

eess.IV2023★ 4 cited

LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image

Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho +8

Longitudinal imaging is able to capture both static anatomical structures and dynamic changes in disease progression toward earlier and better patient-specific pathology management…

eess.IV2023★ 21 cited

Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images

Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache +12

Diabetic Retinopathy (DR), a prevalent and severe complication of diabetes, affects millions of individuals globally, underscoring the need for accurate and timely diagnosis. Recen…

q-bio.NC2022★ 14 cited

Violent suicide attempt history in elderly patients with bipolar disorder: The role of sex, abdominal obesity, and verbal memory: Results from the FACE-BD cohort (FondaMental Advanced center of Expertise for Bipolar Disorders)

Aiste Lengvenyte, Bruno Aouizerate, Valerie Aubin +15

Background: Bipolar disorder (BD) is a chronic, lifelong condition, associated with increased risk of obesity, cognitive impairment, and suicidal behaviors. Abdominal obesity and a…

eess.IV2022★ 43 cited

Preoperative brain tumor imaging: models and software for segmentation and standardized reporting

D. Bouget, A. Pedersen, A. S. Jakola +27

For patients suffering from brain tumor, prognosis estimation and treatment decisions are made by a multidisciplinary team based on a set of preoperative MR scans. Currently, the l…

cs.CV2020★ 82 cited

ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis

Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard +3

In recent years, Artificial Intelligence (AI) has proven its relevance for medical decision support. However, the "black-box" nature of successful AI algorithms still holds back th…

q-bio.NC2018★ 38 cited

Neural correlates of episodic memory in the Memento cohort

Stéphane Epelbaum, Vincent Bouteloup, Jean Mangin +22

IntroductionThe free and cued selective reminding test is used to identify memory deficits in mild cognitive impairment and demented patients. It allows assessing three processes:…

q-bio.QM2015★ 315 cited

Coevolutionary landscape inference and the context-dependence of mutations in beta-lactamase TEM-1

Matteo Figliuzzi, Hervé Jacquier, Alexander Schug +2

The quantitative characterization of mutational landscapes is a task of outstanding importance in evolutionary and medical biology: It is, e.g., of central importance for our under…